{
  "data": {
    "a": {
      "slug": "here-location-services",
      "name": "HERE Location Services",
      "vendor": "HERE Technologies",
      "vendorUrl": "https://www.here.com",
      "kind": "http-api",
      "category": "maps",
      "summary": "HERE Technologies' REST APIs for geocoding, place search, routing, matrix and isoline routing, traffic, transit and map tiles, called with an API key or OAuth token. A hosted MCP server, HERE Location Reasoning, exposes 13 of these operations as tools.",
      "url": "https://www.anchorterminal.com/tools/here-location-services",
      "markdownUrl": "https://www.anchorterminal.com/tools/here-location-services.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/here-location-services.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/here-location-services.json",
      "dns": "here-location-services.grade.anchorterminal.com",
      "license": "Proprietary service under the HERE Platform Terms",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://geocode.search.hereapi.com/v1",
      "packages": [],
      "auth": "mixed",
      "authNotes": "Self-serve. A HERE platform account, created in a browser with email verification, lets a person register an app and create up to two API keys, OAuth 2.0 credentials or OAuth 2.1 `private_key_jwt` credentials. REST calls take the key as the `apiKey` query parameter or a bearer token from https://account.api.here.com/oauth2/token. Location Reasoning needs a bearer token on `tools/call` and an account entitlement, and returns 403 without one.",
      "pricing": "freemium",
      "pricingNotes": "HERE's docs say a new organisation can get started for free on the Base Plan. The price table at here.com/get-started/pricing is drawn by script and was not read, so no allowance or per-request price is quoted. Support plans run from $50 a month (Developer). Location Reasoning is also sold through AWS Marketplace (checked 2026-10-09).",
      "priceSummary": "Freemium",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs index, the Location Reasoning guides or the Platform Terms (checked 2026-10-09).",
        "endpoints": []
      },
      "toolCount": 13,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-09"
      },
      "docsUrl": "https://docs.here.com",
      "llmsTxt": "https://docs.here.com/llms.txt",
      "openapi": "https://docs.here.com/geocoding-and-search/reference/get_geocode.md",
      "capabilities": [
        "geo.geocode",
        "geo.reverse",
        "geo.places",
        "geo.routing",
        "geo.tiles"
      ],
      "tags": [
        "hosted",
        "mcp",
        "official",
        "openapi",
        "llms-txt",
        "oauth",
        "free-tier",
        "enterprise",
        "eu",
        "sla",
        "closed-source"
      ],
      "lastRelease": "2026-09-09",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 58.4,
        "grade": "C",
        "agentReady": false,
        "rank": 753,
        "ranked": true,
        "rankOf": 1510,
        "categoryRank": 13,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 93,
          "maintenance": 45,
          "payments": 0,
          "reliability": 55,
          "schema": 89,
          "security": 65,
          "transparency": 63
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "low",
          "date": "2026-11-04"
        },
        "negative": -3,
        "negativeNotes": [
          "10 July 2026. The Routing v8 changelog marks `mlDuration` as Deprecated and says `return=mlDuration` is still accepted but no longer returns a value. HERE's lifecycle policy says a deprecated feature continues to operate for 6 to 12 months after notice. Three points (https://docs.here.com/routing/docs/routing-v8-changelog.md)"
        ],
        "verdict": "Each endpoint page carries an OpenAPI 3.0 definition as Markdown, and HERE publishes 99.9 per cent monthly availability targets and a six-month deprecation policy. No numeric rate limit or retry guidance was found, prices were unreadable, and HERE's terms bar using its materials with an AI system and bar scraping, so its pages could not be re-read.",
        "bestFor": "Fleet and logistics work that needs truck routing, large matrices, isolines, traffic and transit from one vendor with an SLA.",
        "strengths": [
          "Every endpoint page has a Markdown twin holding its OpenAPI 3.0 definition, indexed from `llms.txt` files per product",
          "99.9 per cent monthly availability targets published for Geocoding and Search v7 and Routing v8",
          "Lifecycle policy promises six months' notice before a product is discontinued and 6 to 12 months for a deprecated feature",
          "OAuth 2.1 `private_key_jwt` credentials alongside API keys, with two keys an app for rotation and trusted-domain limits",
          "ISO 27001, 27701, 27017, 27018 and 42001 certificates, TISAX AL3, and SOC 2 Type 2 for Platform Foundation and Workspace"
        ],
        "weaknesses": [
          "Platform Terms section f forbids using HERE Materials in connection with a machine learning or AI system, generative AI included. This matters before any probe is run",
          "The Base Plan price table is drawn by script, so per-request prices, free allowances and rate limits were not read",
          "API keys travel in the `apiKey` query parameter",
          "Results may be cached or stored outside the platform for 30 days at most, and only as HTTP caching headers allow",
          "Location Reasoning returns 403 unless the account is entitled, and the docs send the reader to an account representative or AWS Marketplace",
          "The acceptable use policy of January 2022 lists benchmarking, scraping and data mining among prohibited uses of HERE Materials, websites included"
        ],
        "agentNotes": [
          "Send `Authorization: Bearer` with an OAuth token where logs are kept. The `apiKey` query parameter puts the secret in every URL",
          "Do not store results for more than 30 days, and follow the HTTP caching headers on each response",
          "Treat 429 and 503 as throttling. HERE says a traffic surge can be throttled for about 10 minutes below the account's quota",
          "Read `code`, `cause` and `action` in the error body, and quote `correlationId` to support",
          "For Location Reasoning, send `initialize`, keep the `Mcp-Session-Id` header on later calls, and send a bearer token on `tools/call`"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "low",
            "grade": "C",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 58.4
          }
        ],
        "editorialScores": {
          "ergonomics": 93,
          "maintenance": 45,
          "payments": 0,
          "reliability": 55,
          "schema": 89,
          "security": 65,
          "transparency": 52
        },
        "provenanceScore": 73,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-04",
            "maintenance": "2026-11-04",
            "payments": "2026-11-04",
            "reliability": "2026-11-04",
            "schema": "2026-11-04",
            "security": "2026-11-04",
            "transparency": "2026-11-04"
          },
          "last": "2026-11-04",
          "lastMoved": "2026-11-04",
          "oldest": "2026-11-04",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "http": "curl \"https://geocode.search.hereapi.com/v1/geocode?q=240+Washington+St.%2C+Boston\u0026limit=4\u0026apiKey=$HERE_API_KEY\""
      },
      "letme": {
        "capability": "https://letme.dev/geo.geocode",
        "tool": "https://letme.dev/here-location-services"
      },
      "area": "everyday",
      "provenance": {
        "legalEntity": "HERE Europe B.V.",
        "domain": "here.com",
        "domainRegistered": "1995-06-11",
        "endpointOnVendorDomain": false,
        "terms": "https://www.here.com/en-gb/terms/here-platform-terms-september-2023",
        "privacy": "https://www.here.com/en-gb/privacy",
        "statusPage": "https://status.here.com/status",
        "changelog": "https://docs.here.com/routing/docs/routing-v8-changelog",
        "securityTxt": "none",
        "checked": "2026-10-09",
        "notes": [
          "The HERE Platform Terms, effective 18 September 2023, name HERE Europe B.V., Kennedyplein 222-226, 5611 ZT Eindhoven, as contracting party, and HERE North America, LLC, Chicago, for customers in the Americas.",
          "The privacy policy, effective 29 August 2024, names HERE Global B.V. as controller and says it does not apply to personal data processed on behalf of customers. The Platform Terms incorporate it and a Data Processing Agreement published as a PDF.",
          "The APIs answer on hereapi.com (for example geocode.search.hereapi.com and router.hereapi.com) and the MCP server on hlr.here.ai, both second domains of the vendor.",
          "www.here.com/.well-known/security.txt returned the site's error page. The security page gives security@here.com and a 90-day disclosure window.",
          "RDAP for here.com gives a registration date of 1995-06-11.",
          "legal.here.com/en-gb/terms/here-platform redirects to the September 2023 terms on www.here.com."
        ],
        "score": 73
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/here-location-services.json",
      "live": {
        "slug": "here-location-services",
        "probe": {
          "target": "https://geocode.search.hereapi.com/v1",
          "method": "get",
          "lastAt": "2026-11-07T19:22:11.517202892Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 208,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 99.99,
          "p50ms24h": 125,
          "p95ms24h": 206,
          "samples24h": 238,
          "samples30d": 7215,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 85,
              "ok": 85
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-14",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-15",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-16",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-17",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-18",
              "probes": 256,
              "ok": 256
            },
            {
              "date": "2026-10-19",
              "probes": 255,
              "ok": 255
            },
            {
              "date": "2026-10-20",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-21",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-22",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-23",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-24",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-10-25",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-26",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-27",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-28",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-10-29",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-30",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-31",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-11-01",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-11-02",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-11-03",
              "probes": 248,
              "ok": 247
            },
            {
              "date": "2026-11-04",
              "probes": 246,
              "ok": 246
            },
            {
              "date": "2026-11-05",
              "probes": 185,
              "ok": 185
            },
            {
              "date": "2026-11-06",
              "probes": 241,
              "ok": 241
            },
            {
              "date": "2026-11-07",
              "probes": 197,
              "ok": 197
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.here.com/status",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-11-07T04:47:54.513837106Z"
        },
        "securityTxt": {
          "url": "https://here.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T16:01:38.375401065Z"
        },
        "llmsTxt": {
          "url": "https://docs.here.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-11-07T15:32:41.618757298Z"
        },
        "domain": {
          "domain": "here.com",
          "registered": "1995-06-11",
          "source": "https://rdap.verisign.com/com/v1/domain/here.com",
          "checkedAt": "2026-11-01T14:19:40.338365968Z"
        },
        "pages": [
          {
            "url": "https://docs.here.com/routing/docs/routing-v8-changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-11-07T14:06:33.22290386Z",
            "changedAt": "2026-11-06T13:28:56.804164156Z",
            "fingerprint": "41722ae10c3c"
          },
          {
            "url": "https://www.here.com/en-gb/privacy",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-11-07T14:29:44.517212853Z",
            "changedAt": "2026-10-27T04:01:29.602111544Z",
            "fingerprint": "a34c0fdaf19e"
          },
          {
            "url": "https://www.here.com/en-gb/terms/here-platform-terms-september-2023",
            "kind": "terms",
            "status": 404,
            "checkedAt": "2026-11-07T14:29:46.565606645Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "466d77d5e000"
          }
        ],
        "updatedAt": "2026-11-07T19:22:11.517202892Z"
      }
    },
    "answer": "HERE Location Services scores 58.4 (C) on agent readiness against NextBillion.ai's 55.4 (C), and leads in 5 of 7 scored categories. NextBillion.ai leads on payments \u0026 pricing and maintenance \u0026 community.",
    "b": {
      "slug": "nextbillion",
      "name": "NextBillion.ai",
      "vendor": "NextBillion.ai Pte. Ltd.",
      "vendorUrl": "https://nextbillion.ai",
      "kind": "http-api",
      "category": "maps",
      "summary": "NextBillion.ai is a Singapore mapping and routing platform for fleets and logistics. Its REST APIs cover directions, distance matrices, route optimisation, navigation, geocoding and places, with a hosted MCP server for agents.",
      "url": "https://www.anchorterminal.com/tools/nextbillion",
      "markdownUrl": "https://www.anchorterminal.com/tools/nextbillion.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/nextbillion.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/nextbillion.json",
      "dns": "nextbillion.grade.anchorterminal.com",
      "repo": "https://github.com/nextbillion-ai/nextbillion-mcp",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://mcp.nextbillion.io",
      "packages": [],
      "auth": "mixed",
      "authNotes": "REST APIs take a 32-character key as the `key` query parameter, issued in the console at console.nextbillion.ai or by emailing support. Keys can carry an IP allowlist. The hosted MCP server is its own OAuth 2.1 authorisation server with PKCE: a sign-in page asks for the key once and seals it into the tokens. Scripts can send the key as a Bearer header to the MCP server instead.",
      "pricing": "paid",
      "pricingNotes": "By quote. Annual licences priced per order, per asset or per API call, paid monthly or yearly, with extra usage at a rate set in the plan. A 7-day free trial with an API key and no credit card.",
      "priceSummary": "Paid",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, llms.txt, the MCP server source or the pricing page (checked 2026-11-06). Contracts are invoiced.",
        "endpoints": []
      },
      "toolCount": 27,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-11-06"
      },
      "docsUrl": "https://docs.nextbillion.ai/",
      "llmsTxt": "https://docs.nextbillion.ai/llms.txt",
      "capabilities": [
        "geo.routing",
        "geo.geocode",
        "geo.reverse",
        "geo.places",
        "geo.tiles"
      ],
      "tags": [
        "hosted",
        "mcp",
        "remote-mcp",
        "oauth",
        "api-key",
        "llms-txt",
        "official",
        "sales-led",
        "annual-contract",
        "free-trial",
        "no-card",
        "enterprise",
        "android",
        "ios",
        "closed-source"
      ],
      "lastRelease": "2026-10-30",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 55.4,
        "grade": "C",
        "agentReady": false,
        "rank": 874,
        "ranked": true,
        "rankOf": 1510,
        "categoryRank": 15,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 77,
          "maintenance": 73,
          "payments": 20,
          "reliability": 45,
          "schema": 73,
          "security": 46,
          "transparency": 58
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-06"
        },
        "negative": 0,
        "verdict": "NextBillion.ai covers routing, distance matrices, route optimisation, geocoding and places, and runs a hosted MCP server with 27 read-only annotated tools and OAuth sign-in. Pricing is by quote on annual licences, the REST API key travels in the query string, and no OpenAPI spec, API changelog or readable status history was found.",
        "bestFor": "Fleet and delivery routing, distance matrices and route optimisation with truck profiles, plus geocoding and POI search, for companies ready for an annual contract.",
        "strengths": [
          "Hosted MCP server at mcp.nextbillion.io with OAuth 2.1 and PKCE, and every API tool annotated read-only and idempotent",
          "Routing, distance matrix, isochrone, route optimisation, geocoding and places APIs under one key",
          "llms.txt, llms-full.txt and Markdown versions of the docs pages",
          "Documented rate limit of 2,400 queries a minute and a per-endpoint error table",
          "7-day free trial with no credit card"
        ],
        "weaknesses": [
          "Pricing is by quote on annual licences, with no public unit prices",
          "The REST APIs take the key only as a `key` query parameter",
          "No OpenAPI spec or API changelog found",
          "No security.txt or vulnerability disclosure policy, and no SLA",
          "The status page renders only in a browser, so its history couldn't be read"
        ],
        "agentNotes": [
          "Connect through https://mcp.nextbillion.io so the key stays in a Bearer header or OAuth token rather than in request URLs",
          "Use the geometry tools only for straight-line questions; use directions or distance_matrix for travel time",
          "Batch up to 100 geocodes with geocode_batch instead of one call per address",
          "On 429 the quota or the 2,400-a-minute limit is reached; slow down and tell the user if credits are spent",
          "Search the docs with the MCP documentation tools before guessing a parameter"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 55.4
          }
        ],
        "editorialScores": {
          "ergonomics": 77,
          "maintenance": 73,
          "payments": 20,
          "reliability": 45,
          "schema": 73,
          "security": 46,
          "transparency": 43
        },
        "provenanceScore": 73,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-06",
            "maintenance": "2026-11-06",
            "payments": "2026-11-06",
            "reliability": "2026-11-06",
            "schema": "2026-11-06",
            "security": "2026-11-06",
            "transparency": "2026-11-06"
          },
          "last": "2026-11-06",
          "oldest": "2026-11-06",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "http": "curl \"https://api.nextbillion.io/geocode?q=market\u0026at=40.720685,-74.044772\u0026in=countryCode:USA\u0026key=$NBAI_API_KEY\"",
        "claudeCode": "claude mcp add --transport http nextbillion https://mcp.nextbillion.io",
        "config": {
          "mcpServers": {
            "nextbillion": {
              "url": "https://mcp.nextbillion.io"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/geo.routing",
        "tool": "https://letme.dev/nextbillion"
      },
      "area": "everyday",
      "provenance": {
        "legalEntity": "NextBillion.ai Pte. Ltd.",
        "domain": "nextbillion.ai",
        "domainRegistered": "2019-08-07",
        "endpointOnVendorDomain": false,
        "terms": "https://nextbillion.ai/terms-of-service",
        "privacy": "https://nextbillion.ai/privacy",
        "statusPage": "https://status.nextbillion.io",
        "changelog": "https://github.com/nextbillion-ai/nextbillion-mcp/blob/main/CHANGELOG.md",
        "securityTxt": "none",
        "checked": "2026-11-06",
        "notes": [
          "The terms name NextBillion.ai Pte. Ltd. and choose Singapore law, with mediation first. The privacy policy names Nextbillion.AI Pte. Ltd. and its affiliates.",
          "The APIs and MCP server run on nextbillion.io, a second domain of the same company, while the site and docs are on nextbillion.ai.",
          "nextbillion.ai/.well-known/security.txt and /security return 404. No vulnerability disclosure policy was found.",
          "The changelog listed is the MCP server's; no changelog for the REST APIs was found.",
          "RDAP gives nextbillion.ai a registration date of 7 August 2019. robots.txt on nextbillion.ai and docs.nextbillion.ai allows these pages, and docs robots.txt allows /llms*.txt.",
          "The acceptable use clause bars reselling or making the services available to third parties. No clause on automated access to the website was found."
        ],
        "score": 73
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/nextbillion.json",
      "live": {
        "slug": "nextbillion",
        "probe": {
          "target": "https://mcp.nextbillion.io",
          "method": "get",
          "lastAt": "2026-11-07T19:22:21.654883516Z",
          "lastOk": true,
          "lastStatus": 405,
          "lastMs": 407,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 383,
          "p95ms24h": 503,
          "samples24h": 210,
          "samples30d": 210,
          "days": [
            {
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          "tools": [
            {
              "name": "autocomplete",
              "title": "Autocomplete",
              "description": "Complete a partial address or administrative-area prefix into full valid addresses (e.g. \"stat\" -\u003e \"State Capitol, ...\"). Use for prefix completion as the user types; use autosuggest for typo-tolerant fuzzy suggestions and geocode_forward for a full address. Parameters: query (required); optional near {latitude, longitude}, radius_m (with near), country_codes, bounding_box {west, south, east, north}, limit, language, view. Example: {\"query\": \"stat\", \"near\": {\"latitude\": 35.4769, \"longitude\": -97.4872}, \"limit\": 5}",
              "inputSchema": {
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                "properties": {
                  "bounding_box": {
                    "additionalProperties": false,
                    "description": "Hard-limit results to this bounding box",
                    "properties": {
                      "east": {
                        "description": "Eastern longitude",
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      },
                      "north": {
                        "description": "Northern latitude",
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "south": {
                        "description": "Southern latitude",
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "west": {
                        "description": "Western longitude",
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "west",
                      "south",
                      "east",
                      "north"
                    ],
                    "type": "object"
                  },
                  "country_codes": {
                    "description": "Restrict results to these countries (ISO 3166-1 alpha-3 codes, e.g. [\"USA\",\"MEX\"])",
                    "items": {
                      "pattern": "^[A-Za-z]{3}$",
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "language": {
                    "description": "Result language as a BCP 47 tag, e.g. \"en-US\"",
                    "type": "string"
                  },
                  "limit": {
                    "description": "Maximum results (default 10)",
                    "maximum": 100,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "near": {
                    "additionalProperties": false,
                    "description": "Center of the search context; results are ranked around this point",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "query": {
                    "description": "Free-text search query",
                    "minLength": 1,
                    "type": "string"
                  },
                  "radius_m": {
                    "description": "With `near`: hard-limit results to this radius in meters",
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "view": {
                    "description": "Geopolitical view for disputed territories. Default: Unified (or the requester region)",
                    "enum": [
                      "Unified",
                      "AR",
                      "IL",
                      "IN",
                      "MA",
                      "PK",
                      "RU",
                      "TR",
                      "CN",
                      "TW"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "query"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "autosuggest",
              "title": "Autosuggest",
              "description": "Suggest address and place candidates from an incomplete or misspelled query (typo-tolerant, e.g. \"aqaurium\" still matches aquariums). Use for search-as-you-type; use autocomplete for strict prefix completion of valid addresses. Parameters: query (required); optional near {latitude, longitude}, radius_m (with near), country_codes, bounding_box {west, south, east, north}, limit, language, view. Example: {\"query\": \"aqauriums\", \"near\": {\"latitude\": 42.3501, \"longitude\": -71.0689}, \"limit\": 5}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "bounding_box": {
                    "additionalProperties": false,
                    "description": "Hard-limit results to this bounding box",
                    "properties": {
                      "east": {
                        "description": "Eastern longitude",
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      },
                      "north": {
                        "description": "Northern latitude",
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "south": {
                        "description": "Southern latitude",
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "west": {
                        "description": "Western longitude",
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "west",
                      "south",
                      "east",
                      "north"
                    ],
                    "type": "object"
                  },
                  "country_codes": {
                    "description": "Restrict results to these countries (ISO 3166-1 alpha-3 codes, e.g. [\"USA\",\"MEX\"])",
                    "items": {
                      "pattern": "^[A-Za-z]{3}$",
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "language": {
                    "description": "Result language as a BCP 47 tag, e.g. \"en-US\"",
                    "type": "string"
                  },
                  "limit": {
                    "description": "Maximum results (default 10)",
                    "maximum": 100,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "near": {
                    "additionalProperties": false,
                    "description": "Center of the search context; results are ranked around this point",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "query": {
                    "description": "Free-text search query",
                    "minLength": 1,
                    "type": "string"
                  },
                  "radius_m": {
                    "description": "With `near`: hard-limit results to this radius in meters",
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "view": {
                    "description": "Geopolitical view for disputed territories. Default: Unified (or the requester region)",
                    "enum": [
                      "Unified",
                      "AR",
                      "IL",
                      "IN",
                      "MA",
                      "PK",
                      "RU",
                      "TR",
                      "CN",
                      "TW"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "query"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
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            },
            {
              "name": "bbox",
              "title": "Bounding Box",
              "description": "The smallest latitude/longitude box around a set of points, a line or a polygon, optionally padded in metres — for example a viewport for static_map_image or a spatial filter. Handles shapes that straddle the antimeridian (reports crosses_antimeridian and the narrower box). Computed locally, no sign-in needed. Parameters: exactly one of points (array of {latitude, longitude}), line (array of points) or polygon (GeoJSON Polygon/MultiPolygon, isochrone Feature accepted); padding_meters (default 0). Returns min_latitude, min_longitude, max_latitude, max_longitude, crosses_antimeridian. Example: {\"points\": [{\"latitude\": 12.9716, \"longitude\": 77.5946}, {\"latitude\": 13.0827, \"longitude\": 80.2707}], \"padding_meters\": 500}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "line": {
                    "description": "A line as an array of {latitude, longitude} points (at least 2)",
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "latitude": {
                          "maximum": 90,
                          "minimum": -90,
                          "type": "number"
                        },
                        "longitude": {
                          "maximum": 180,
                          "minimum": -180,
                          "type": "number"
                        }
                      },
                      "required": [
                        "latitude",
                        "longitude"
                      ],
                      "type": "object"
                    },
                    "maxItems": 5000,
                    "minItems": 2,
                    "type": "array"
                  },
                  "padding_meters": {
                    "description": "Grow the box by this many metres on every side",
                    "maximum": 1000000,
                    "minimum": 0,
                    "type": "number"
                  },
                  "points": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "id": {
                          "description": "Optional label echoed back in the result",
                          "maxLength": 100,
                          "type": "string"
                        },
                        "latitude": {
                          "maximum": 90,
                          "minimum": -90,
                          "type": "number"
                        },
                        "longitude": {
                          "maximum": 180,
                          "minimum": -180,
                          "type": "number"
                        }
                      },
                      "required": [
                        "latitude",
                        "longitude"
                      ],
                      "type": "object"
                    },
                    "maxItems": 1000,
                    "minItems": 1,
                    "type": "array"
                  },
                  "polygon": {
                    "additionalProperties": {},
                    "description": "A GeoJSON Polygon or MultiPolygon geometry (coordinates in [longitude, latitude] order), or a Feature wrapping one — an isochrone contour can be passed as is",
                    "properties": {
                      "type": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "type"
                    ],
                    "type": "object"
                  }
                },
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              }
            },
            {
              "name": "buffer",
              "title": "Buffer Zone Around a Point, Line or Polygon",
              "description": "Build the zone within a given straight-line distance of a point (a circle), a line (a corridor, e.g. 1 km along a route) or a polygon (grown outward, or shrunk inward with a negative distance). Geodesic on WGS84, computed locally, no sign-in needed. Returns a GeoJSON Polygon or MultiPolygon (a shrunk shape may split) with its area; an empty result is returned, not an error. Parameters: exactly one of point ({latitude, longitude}), line (array of points) or polygon (GeoJSON Polygon/MultiPolygon, isochrone Feature accepted); distance (number, negative only for polygon); units (default meters); steps (points per circle, default 16); area_units; max_vertices (default 500). Example: {\"line\": [{\"latitude\": 12.9716, \"longitude\": 77.5946}, {\"latitude\": 12.99, \"longitude\": 77.62}], \"distance\": 1, \"units\": \"kilometers\"}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "area_units": {
                    "description": "Area unit (default square_meters)",
                    "enum": [
                      "square_meters",
                      "square_kilometers",
                      "hectares",
                      "acres",
                      "square_miles",
                      "square_feet"
                    ],
                    "type": "string"
                  },
                  "distance": {
                    "description": "Buffer distance; negative shrinks a polygon inward",
                    "type": "number"
                  },
                  "line": {
                    "description": "Buffer around a line (a corridor)",
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "latitude": {
                          "maximum": 90,
                          "minimum": -90,
                          "type": "number"
                        },
                        "longitude": {
                          "maximum": 180,
                          "minimum": -180,
                          "type": "number"
                        }
                      },
                      "required": [
                        "latitude",
                        "longitude"
                      ],
                      "type": "object"
                    },
                    "maxItems": 5000,
                    "minItems": 2,
                    "type": "array"
                  },
                  "max_vertices": {
                    "description": "Simplify the returned shape to at most this many vertices (default 500); the result says when it was simplified",
                    "maximum": 5000,
                    "minimum": 16,
                    "type": "integer"
                  },
                  "point": {
                    "additionalProperties": false,
                    "description": "Buffer around a point (a geodesic circle)",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "polygon": {
                    "additionalProperties": {},
                    "description": "Buffer around or inside a polygon",
                    "properties": {
                      "type": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "type"
                    ],
                    "type": "object"
                  },
                  "steps": {
                    "description": "Vertices per quarter... per full circle (default 16)",
                    "maximum": 64,
                    "minimum": 4,
                    "type": "integer"
                  },
                  "units": {
                    "description": "Distance unit (default meters)",
                    "enum": [
                      "meters",
                      "kilometers",
                      "miles",
                      "feet",
                      "nautical_miles"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "distance"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
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            },
            {
              "name": "centroid",
              "title": "Centroid and Label Point of a Polygon",
              "description": "The area-weighted centre of a polygon and a label point that is guaranteed to lie inside it (the centroid of a C- or ring-shaped area falls outside; the label point does not). Computed locally, no sign-in needed. Parameters: polygon (GeoJSON Polygon/MultiPolygon, or an isochrone Feature). Returns centroid, label_point ({latitude, longitude}) and centroid_inside. Example: {\"polygon\": {\"type\": \"Polygon\", \"coordinates\": [[[77.59, 12.97], [77.61, 12.97], [77.61, 12.99], [77.59, 12.99], [77.59, 12.97]]]}}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "polygon": {
                    "additionalProperties": {},
                    "description": "A GeoJSON Polygon or MultiPolygon geometry (coordinates in [longitude, latitude] order), or a Feature wrapping one — an isochrone contour can be passed as is",
                    "properties": {
                      "type": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "type"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "polygon"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
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            },
            {
              "name": "directions",
              "title": "Directions",
              "description": "Calculate a route between an origin and a destination with optional waypoints; returns distance (meters), duration (seconds) and an encoded polyline per route, which static_route_map can draw. Use distance_matrix for many pairs. Documentation for this API is available through search_documentation. Parameters: origin, destination {latitude, longitude} (required); optional waypoints (max 200), mode (car | truck | motorcycle | bike | walk), service (\"flexible\" default: all options; \"fast\": car/truck only, lower latency), route_type, departure_time, avoid (soft), exclude (strict), road_info, honor_restrictions, alternatives, steps (fast only), geometry (polyline | polyline6), cross_border; truck options: truck_size_cm, truck_weight_kg, truck_axle_load, hazmat_type, emission_class; freight network: prefer \"truck_route\" + truck_type (rigid_truck | semi_trailer | b_double | road_train | generic_truck) for roads legal for that truck class, require \"truck_route\" to stay on it. Example: {\"origin\": {\"latitude\": 37.7749, \"longitude\": -122.4194}, \"destination\": {\"latitude\": 34.0522, \"longitude\": -118.2437}, \"mode\": \"truck\", \"prefer\": \"truck_route\", \"truck_type\": [\"b_double\"]}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "alternatives": {
                    "description": "Return up to 3 alternative routes (only without waypoints)",
                    "type": "boolean"
                  },
                  "avoid": {
                    "description": "Road features to avoid when alternatives exist. Fast service supports only toll/ferry/highway",
                    "items": {
                      "enum": [
                        "toll",
                        "highway",
                        "ferry",
                        "sharp_turn",
                        "uturn",
                        "service_road",
                        "left_turn",
                        "right_turn",
                        "tunnel",
                        "none"
                      ],
                      "type": "string"
                    },
                    "type": "array"
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                  "cross_border": {
                    "description": "Allow the route to cross international borders (region-dependent, flexible service only)",
                    "type": "boolean"
                  },
                  "departure_time": {
                    "description": "Departure as a UNIX timestamp in seconds, for typical-traffic routing (flexible only)",
                    "maximum": 9007199254740991,
                    "minimum": -9007199254740991,
                    "type": "integer"
                  },
                  "destination": {
                    "additionalProperties": false,
                    "description": "Route end (must be a routable land location)",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "emission_class": {
                    "description": "Engine emission class (EU regions, truck mode, flexible service only)",
                    "enum": [
                      "euro0",
                      "euro1",
                      "euro2",
                      "euro3",
                      "euro4",
                      "euro5",
                      "euro6",
                      "euro7",
                      "euro8",
                      "euro9"
                    ],
                    "type": "string"
                  },
                  "exclude": {
                    "description": "Strict filter: only routes that completely avoid these features are returned (error if none exists). Use `avoid` for a soft preference instead. Flexible service only",
                    "items": {
                      "enum": [
                        "toll",
                        "ferry",
                        "highway",
                        "service_road",
                        "uturn",
                        "sharp_turn",
                        "left_turn",
                        "right_turn"
                      ],
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "geometry": {
                    "description": "Route geometry encoding (default polyline, precision 5 — directly usable with static_route_map)",
                    "enum": [
                      "polyline",
                      "polyline6"
                    ],
                    "type": "string"
                  },
                  "hazmat_type": {
                    "description": "Hazardous cargo classes carried (truck mode, flexible service only)",
                    "items": {
                      "enum": [
                        "explosives",
                        "gas",
                        "flammable_liquid",
                        "flammable_gas",
                        "organic",
                        "toxic",
                        "radioactive",
                        "corrosive",
                        "other"
                      ],
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "honor_restrictions": {
                    "description": "When true, enforce restricted-area rules: no route is generated if origin, destination, or a waypoint is inside a restricted area. Default false: route anyway with a warning (flexible service only)",
                    "type": "boolean"
                  },
                  "mode": {
                    "description": "Travel mode (default car). Modes other than car/truck require service=flexible",
                    "enum": [
                      "car",
                      "truck",
                      "motorcycle",
                      "bike",
                      "walk"
                    ],
                    "type": "string"
                  },
                  "origin": {
                    "additionalProperties": false,
                    "description": "Route start (must be a routable land location)",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "prefer": {
                    "description": "Prioritise designated freight network roads (flexible service, mode truck). truck_type takes effect only together with this",
                    "enum": [
                      "truck_route"
                    ],
                    "type": "string"
                  },
                  "require": {
                    "description": "Restrict the route to designated freight network roads; the API answers HTTP 422 when no such road is within 2 km of the origin, destination or a waypoint. Needs prefer: \"truck_route\"",
                    "enum": [
                      "truck_route"
                    ],
                    "type": "string"
                  },
                  "road_info": {
                    "description": "Extra per-segment information to return: max_speed, toll_distance, toll_cost, toll_info, truck_route, stop_sign, traffic_light (flexible service only)",
                    "items": {
                      "enum": [
                        "max_speed",
                        "toll_distance",
                        "toll_cost",
                        "toll_info",
                        "truck_route",
                        "stop_sign",
                        "traffic_light"
                      ],
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "route_type": {
                    "description": "Optimization objective (flexible only, default fastest)",
                    "enum": [
                      "fastest",
                      "shortest"
                    ],
                    "type": "string"
                  },
                  "service": {
                    "description": "API variant: \"flexible\" (default) supports all modes, departure_time, route_type, full avoid list and truck options; \"fast\" is lower latency but limited to car/truck and avoid toll/ferry/highway only",
                    "enum": [
                      "flexible",
                      "fast"
                    ],
                    "type": "string"
                  },
                  "steps": {
                    "description": "Include turn-by-turn steps (fast service only)",
                    "type": "boolean"
                  },
                  "truck_axle_load": {
                    "description": "Load per axle in tonnes (truck mode, flexible service only)",
                    "exclusiveMinimum": 0,
                    "type": "number"
                  },
                  "truck_size_cm": {
                    "additionalProperties": false,
                    "description": "Truck dimensions in cm (flexible + mode=truck only)",
                    "properties": {
                      "height": {
                        "type": "number"
                      },
                      "length": {
                        "type": "number"
                      },
                      "width": {
                        "type": "number"
                      }
                    },
                    "required": [
                      "height",
                      "width",
                      "length"
                    ],
                    "type": "object"
                  },
                  "truck_type": {
                    "description": "Truck class(es) the route must be legal for on the designated freight network (rigid_truck, semi_trailer, b_double, road_train, generic_truck). Effective together with prefer: \"truck_route\" (flexible service, mode truck)",
                    "items": {
                      "enum": [
                        "rigid_truck",
                        "semi_trailer",
                        "b_double",
                        "road_train",
                        "generic_truck"
                      ],
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "truck_weight_kg": {
                    "description": "Truck gross weight in kg (flexible + mode=truck only)",
                    "maximum": 100000,
                    "minimum": -9007199254740991,
                    "type": "integer"
                  },
                  "waypoints": {
                    "description": "Intermediate stops visited in order (max 200)",
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "latitude": {
                          "maximum": 90,
                          "minimum": -90,
                          "type": "number"
                        },
                        "longitude": {
                          "maximum": 180,
                          "minimum": -180,
                          "type": "number"
                        }
                      },
                      "required": [
                        "latitude",
                        "longitude"
                      ],
                      "type": "object"
                    },
                    "maxItems": 200,
                    "type": "array"
                  }
                },
                "required": [
                  "origin",
                  "destination"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "distance_matrix",
              "title": "Distance Matrix",
              "description": "Compute travel distance (meters) and duration (seconds) for every origin-to-destination pair in one call; one row per origin with one element per destination, in input order. Use it instead of repeated directions calls when several pairs are needed. Documentation for this API is available through search_documentation. Parameters: origins, destinations (arrays of {latitude, longitude}, required); optional mode, service (\"fast\" default: up to 1000x1000 points; \"flexible\": the options below, max 50x50), route_type, departure_time, avoid (soft), exclude (strict), honor_restrictions, route_failed_prompt (unroutable pairs return -1 instead of 0), truck options: truck_size_cm {height, width, length}, truck_weight_kg, truck_axle_load, hazmat_type, emission_class, cross_border, prefer \"truck_route\" + truck_type (roads legal for a truck class on the designated freight network). Example: {\"origins\": [{\"latitude\": 1.29, \"longitude\": 103.85}], \"destinations\": [{\"latitude\": 1.35, \"longitude\": 103.99}, {\"latitude\": 1.3, \"longitude\": 103.77}], \"route_failed_prompt\": true}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "avoid": {
                    "description": "Road features to avoid",
                    "items": {
                      "enum": [
                        "toll",
                        "highway",
                        "ferry",
                        "none"
                      ],
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "cross_border": {
                    "description": "Allow routes to cross international borders (region-dependent, flexible service only)",
                    "type": "boolean"
                  },
                  "departure_time": {
                    "description": "Departure as a UNIX timestamp in seconds, for typical-traffic results (flexible only)",
                    "maximum": 9007199254740991,
                    "minimum": -9007199254740991,
                    "type": "integer"
                  },
                  "destinations": {
                    "description": "End points (matrix columns)",
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "latitude": {
                          "maximum": 90,
                          "minimum": -90,
                          "type": "number"
                        },
                        "longitude": {
                          "maximum": 180,
                          "minimum": -180,
                          "type": "number"
                        }
                      },
                      "required": [
                        "latitude",
                        "longitude"
                      ],
                      "type": "object"
                    },
                    "maxItems": 1000,
                    "minItems": 1,
                    "type": "array"
                  },
                  "emission_class": {
                    "description": "Engine emission class (EU regions, truck mode, flexible service only)",
                    "enum": [
                      "euro0",
                      "euro1",
                      "euro2",
                      "euro3",
                      "euro4",
                      "euro5",
                      "euro6",
                      "euro7",
                      "euro8",
                      "euro9"
                    ],
                    "type": "string"
                  },
                  "exclude": {
                    "description": "Strict filter: only routes that completely avoid these features are returned (error if none exists). Use `avoid` for a soft preference instead. Flexible service only",
                    "items": {
                      "enum": [
                        "toll",
                        "ferry",
                        "highway",
                        "service_road",
                        "uturn",
                        "sharp_turn",
                        "left_turn",
                        "right_turn"
                      ],
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "hazmat_type": {
                    "description": "Hazardous cargo classes carried (truck mode, flexible service only)",
                    "items": {
                      "enum": [
                        "explosives",
                        "gas",
                        "flammable_liquid",
                        "flammable_gas",
                        "organic",
                        "toxic",
                        "radioactive",
                        "corrosive",
                        "other"
                      ],
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "honor_restrictions": {
                    "description": "When true, enforce restricted-area rules for origin/destination points instead of routing through with a warning (flexible service only)",
                    "type": "boolean"
                  },
                  "mode": {
                    "description": "Travel mode (default car). Modes other than car/truck require service=flexible",
                    "enum": [
                      "car",
                      "truck",
                      "motorcycle",
                      "bike",
                      "walk"
                    ],
                    "type": "string"
                  },
                  "origins": {
                    "description": "Start points (matrix rows)",
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "latitude": {
                          "maximum": 90,
                          "minimum": -90,
                          "type": "number"
                        },
                        "longitude": {
                          "maximum": 180,
                          "minimum": -180,
                          "type": "number"
                        }
                      },
                      "required": [
                        "latitude",
                        "longitude"
                      ],
                      "type": "object"
                    },
                    "maxItems": 1000,
                    "minItems": 1,
                    "type": "array"
                  },
                  "prefer": {
                    "description": "Prioritise designated freight network roads (flexible service, mode truck). truck_type takes effect only together with this",
                    "enum": [
                      "truck_route"
                    ],
                    "type": "string"
                  },
                  "route_failed_prompt": {
                    "description": "When true, unroutable origin/destination pairs return -1 instead of 0 so they can be told apart from zero-distance pairs",
                    "type": "boolean"
                  },
                  "route_type": {
                    "description": "Optimization objective (flexible only, default fastest)",
                    "enum": [
                      "fastest",
                      "shortest"
                    ],
                    "type": "string"
                  },
                  "service": {
                    "description": "API variant: \"fast\" (default) supports up to 1000x1000 points; \"flexible\" adds departure_time, route_type, truck options and more modes but is limited to 50x50 points within a ~8000 km area",
                    "enum": [
                      "fast",
                      "flexible"
                    ],
                    "type": "string"
                  },
                  "truck_axle_load": {
                    "description": "Load per axle in tonnes (truck mode, flexible service only)",
                    "exclusiveMinimum": 0,
                    "type": "number"
                  },
                  "truck_size_cm": {
                    "additionalProperties": false,
                    "description": "Truck dimensions in cm (flexible + mode=truck only)",
                    "properties": {
                      "height": {
                        "type": "number"
                      },
                      "length": {
                        "type": "number"
                      },
                      "width": {
                        "type": "number"
                      }
                    },
                    "required": [
                      "height",
                      "width",
                      "length"
                    ],
                    "type": "object"
                  },
                  "truck_type": {
                    "description": "Truck class(es) the route must be legal for on the designated freight network (rigid_truck, semi_trailer, b_double, road_train, generic_truck). Effective together with prefer: \"truck_route\" (flexible service, mode truck)",
                    "items": {
                      "enum": [
                        "rigid_truck",
                        "semi_trailer",
                        "b_double",
                        "road_train",
                        "generic_truck"
                      ],
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "truck_weight_kg": {
                    "description": "Truck gross weight in kg (flexible + mode=truck only)",
                    "maximum": 100000,
                    "minimum": -9007199254740991,
                    "type": "integer"
                  }
                },
                "required": [
                  "origins",
                  "destinations"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "geocode_batch",
              "title": "Batch Geocode",
              "description": "Forward-geocode up to 100 free-text queries in one request; returns one ranked result set per query, in input order. Use it instead of repeated geocode_forward calls when several addresses are needed: this endpoint has its own rate limit of 60 requests per minute, so larger batches per call stay within it. Parameters: queries (required array; each item: query (required), optional near {latitude, longitude}, radius_m, country_codes, bounding_box, limit, language, view, types); optional top-level types (houseNumber | addressBlock | street | intersection | place | area) as the default for all queries (a per-query types overrides it). Example: {\"queries\": [{\"query\": \"600-699 Golden Gate Ave, San Francisco, CA\", \"types\": [\"addressBlock\"]}, {\"query\": \"Empire State Building\", \"country_codes\": [\"USA\"]}]}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "queries": {
                    "description": "Up to 100 forward-geocode queries resolved in a single request",
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "bounding_box": {
                          "additionalProperties": false,
                          "description": "Hard-limit results to this bounding box",
                          "properties": {
                            "east": {
                              "description": "Eastern longitude",
                              "maximum": 180,
                              "minimum": -180,
                              "type": "number"
                            },
                            "north": {
                              "description": "Northern latitude",
                              "maximum": 90,
                              "minimum": -90,
                              "type": "number"
                            },
                            "south": {
                              "description": "Southern latitude",
                              "maximum": 90,
                              "minimum": -90,
                              "type": "number"
                            },
                            "west": {
                              "description": "Western longitude",
                              "maximum": 180,
                              "minimum": -180,
                              "type": "number"
                            }
                          },
                          "required": [
                            "west",
                            "south",
                            "east",
                            "north"
                          ],
                          "type": "object"
                        },
                        "country_codes": {
                          "description": "Restrict results to these countries (ISO 3166-1 alpha-3 codes, e.g. [\"USA\",\"MEX\"])",
                          "items": {
                            "pattern": "^[A-Za-z]{3}$",
                            "type": "string"
                          },
                          "minItems": 1,
                          "type": "array"
                        },
                        "language": {
                          "description": "Result language as a BCP 47 tag, e.g. \"en-US\"",
                          "type": "string"
                        },
                        "limit": {
                          "description": "Maximum results (default 10)",
                          "maximum": 100,
                          "minimum": 1,
                          "type": "integer"
                        },
                        "near": {
                          "additionalProperties": false,
                          "description": "Center of the search context; results are ranked around this point",
                          "properties": {
                            "latitude": {
                              "maximum": 90,
                              "minimum": -90,
                              "type": "number"
                            },
                            "longitude": {
                              "maximum": 180,
                              "minimum": -180,
                              "type": "number"
                            }
                          },
                          "required": [
                            "latitude",
                            "longitude"
                          ],
                          "type": "object"
                        },
                        "query": {
                          "description": "Free-text search query for this entry",
                          "minLength": 1,
                          "type": "string"
                        },
                        "radius_m": {
                          "description": "With `near`: hard-limit results to this radius in meters",
                          "exclusiveMinimum": 0,
                          "maximum": 9007199254740991,
                          "type": "integer"
                        },
                        "types": {
                          "description": "Restrict results to these types: houseNumber (exact door point), addressBlock (address-range/segment match incl. interpolated numbers), street, intersection (only returned when requested), place (POI), area (city/district/postal/admin area)",
                          "items": {
                            "enum": [
                              "houseNumber",
                              "addressBlock",
                              "street",
                              "intersection",
                              "place",
                              "area"
                            ],
                            "type": "string"
                          },
                          "minItems": 1,
                          "type": "array"
                        },
                        "view": {
                          "description": "Geopolitical view for disputed territories. Default: Unified (or the requester region)",
                          "enum": [
                            "Unified",
                            "AR",
                            "IL",
                            "IN",
                            "MA",
                            "PK",
                            "RU",
                            "TR",
                            "CN",
                            "TW"
                          ],
                          "type": "string"
                        }
                      },
                      "required": [
                        "query"
                      ],
                      "type": "object"
                    },
                    "maxItems": 100,
                    "minItems": 1,
                    "type": "array"
                  },
                  "types": {
                    "description": "Default result-type filter applied to every query that does not set its own `types` (houseNumber, addressBlock, street, intersection, place, area)",
                    "items": {
                      "enum": [
                        "houseNumber",
                        "addressBlock",
                        "street",
                        "intersection",
                        "place",
                        "area"
                      ],
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  }
                },
                "required": [
                  "queries"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "geocode_forward",
              "title": "Forward Geocode",
              "description": "Convert a free-text address, place name, locality or administrative area into coordinates and a full postal address; tolerates incomplete or partly wrong input. Use geocode_batch for many addresses, place_search for POIs/businesses, geocode_structured when the address components are already separated. Parameters: query (required); optional near {latitude, longitude} or country_codes (strongly recommended - landmark names rank poorly without a location bias), radius_m (with near), bounding_box {west, south, east, north}, limit, language, view, types (houseNumber | addressBlock | street | intersection | place | area). Example: {\"query\": \"1600 Pennsylvania Avenue NW, Washington DC\", \"country_codes\": [\"USA\"], \"limit\": 1}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "bounding_box": {
                    "additionalProperties": false,
                    "description": "Hard-limit results to this bounding box",
                    "properties": {
                      "east": {
                        "description": "Eastern longitude",
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      },
                      "north": {
                        "description": "Northern latitude",
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "south": {
                        "description": "Southern latitude",
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "west": {
                        "description": "Western longitude",
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "west",
                      "south",
                      "east",
                      "north"
                    ],
                    "type": "object"
                  },
                  "country_codes": {
                    "description": "Restrict results to these countries (ISO 3166-1 alpha-3 codes, e.g. [\"USA\",\"MEX\"])",
                    "items": {
                      "pattern": "^[A-Za-z]{3}$",
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "language": {
                    "description": "Result language as a BCP 47 tag, e.g. \"en-US\"",
                    "type": "string"
                  },
                  "limit": {
                    "description": "Maximum results (default 10)",
                    "maximum": 100,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "near": {
                    "additionalProperties": false,
                    "description": "Center of the search context; results are ranked around this point",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "query": {
                    "description": "Free-text search query",
                    "minLength": 1,
                    "type": "string"
                  },
                  "radius_m": {
                    "description": "With `near`: hard-limit results to this radius in meters",
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "types": {
                    "description": "Restrict results to these types: houseNumber (exact door point), addressBlock (address-range/segment match incl. interpolated numbers), street, intersection (only returned when requested), place (POI), area (city/district/postal/admin area)",
                    "items": {
                      "enum": [
                        "houseNumber",
                        "addressBlock",
                        "street",
                        "intersection",
                        "place",
                        "area"
                      ],
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "view": {
                    "description": "Geopolitical view for disputed territories. Default: Unified (or the requester region)",
                    "enum": [
                      "Unified",
                      "AR",
                      "IL",
                      "IN",
                      "MA",
                      "PK",
                      "RU",
                      "TR",
                      "CN",
                      "TW"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "query"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "geocode_reverse",
              "title": "Reverse Geocode",
              "description": "Find the nearest address for a coordinate; returns the full postal address, the matched position and a bounding box. Parameters: coordinate {latitude, longitude} (required); optional country_codes, bounding_box {west, south, east, north}, language, view. Example: {\"coordinate\": {\"latitude\": 48.8566, \"longitude\": 2.3522}}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "bounding_box": {
                    "additionalProperties": false,
                    "description": "Hard-limit results to this bounding box",
                    "properties": {
                      "east": {
                        "description": "Eastern longitude",
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      },
                      "north": {
                        "description": "Northern latitude",
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "south": {
                        "description": "Southern latitude",
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "west": {
                        "description": "Western longitude",
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "west",
                      "south",
                      "east",
                      "north"
                    ],
                    "type": "object"
                  },
                  "coordinate": {
                    "additionalProperties": false,
                    "description": "The location to reverse geocode",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "country_codes": {
                    "description": "Restrict results to these countries (ISO 3166-1 alpha-3 codes, e.g. [\"USA\",\"MEX\"])",
                    "items": {
                      "pattern": "^[A-Za-z]{3}$",
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "language": {
                    "description": "Result language as a BCP 47 tag, e.g. \"en-US\"",
                    "type": "string"
                  },
                  "view": {
                    "description": "Geopolitical view for disputed territories. Default: Unified (or the requester region)",
                    "enum": [
                      "Unified",
                      "AR",
                      "IL",
                      "IN",
                      "MA",
                      "PK",
                      "RU",
                      "TR",
                      "CN",
                      "TW"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "coordinate"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "geocode_structured",
              "title": "Structured Geocode",
              "description": "Geocode an address given as separate fields instead of one string; searches addresses and administrative areas only, never POIs. Use when the components are already known and precision matters; otherwise use geocode_forward. Parameters: country_code (required, ISO 3166-1 alpha-3) plus at least one of state, county, city, suburb, neighborhood, street, house_number, postal_code; optional near {latitude, longitude}, limit, types, view. Example: {\"country_code\": \"GBR\", \"city\": \"London\", \"street\": \"Baker Street\", \"house_number\": \"221B\"}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "city": {
                    "type": "string"
                  },
                  "country_code": {
                    "description": "Country of the address (required, ISO 3166-1 alpha-3, e.g. \"USA\")",
                    "pattern": "^[A-Za-z]{3}$",
                    "type": "string"
                  },
                  "county": {
                    "type": "string"
                  },
                  "house_number": {
                    "type": "string"
                  },
                  "limit": {
                    "description": "Maximum results (default 10)",
                    "maximum": 100,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "near": {
                    "additionalProperties": false,
                    "description": "Search-context center for ranking",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "neighborhood": {
                    "type": "string"
                  },
                  "postal_code": {
                    "type": "string"
                  },
                  "state": {
                    "type": "string"
                  },
                  "street": {
                    "type": "string"
                  },
                  "suburb": {
                    "type": "string"
                  },
                  "types": {
                    "description": "Restrict results to these types: houseNumber (exact door point), addressBlock (address-range/segment match incl. interpolated numbers), street, intersection (only returned when requested), place (POI), area (city/district/postal/admin area)",
                    "items": {
                      "enum": [
                        "houseNumber",
                        "addressBlock",
                        "street",
                        "intersection",
                        "place",
                        "area"
                      ],
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "view": {
                    "description": "Geopolitical view for disputed territories. Default: Unified (or the requester region)",
                    "enum": [
                      "Unified",
                      "AR",
                      "IL",
                      "IN",
                      "MA",
                      "PK",
                      "RU",
                      "TR",
                      "CN",
                      "TW"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "country_code"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "get_api_parameters",
              "title": "Get API Parameters",
              "description": "Get structured parameter details for a NextBillion REST API endpoint: type, required, default, allowed values, units and description. More precise than a prose search for questions about one specific parameter. Returns every matching API variant (e.g. directions/flexible and directions/fast), identified by heading_path. Empty units means the documentation does not state a unit. SDK methods are not covered. When the index is temporarily unavailable the result says so and names the public docs site.\nParameters:\n- endpoint (string, required unless doc_id given): API slug, optionally with variant, e.g. directions or directions/flexible; a tool name such as geocode_batch or a doc_id also resolves. An unknown endpoint returns found: false with similar endpoints.\n- doc_id (string, optional): page id instead of endpoint.\n- name (string, optional): one parameter name.\nExample: {\"endpoint\": \"directions\", \"name\": \"truck_weight\"}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "doc_id": {
                    "description": "Page id instead of endpoint",
                    "type": "string"
                  },
                  "endpoint": {
                    "description": "API slug with optional variant (directions, directions/flexible, geofence/create), a tool name (geocode_batch) or a doc_id",
                    "type": "string"
                  },
                  "name": {
                    "description": "One parameter name, e.g. truck_weight",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              }
            },
            {
              "name": "get_documentation",
              "title": "Get Documentation Page",
              "description": "Fetch the full text of one documentation page by its doc_id, as returned by search_documentation. Use when an excerpt is not enough to answer accurately. Pages over the size limit return truncated: true and a section list; a single section can be requested with section. Sample request and response bodies are omitted unless include_examples is true. An unknown doc_id or section returns found: false with similar ids or the section list. When the index is temporarily unavailable the result says so and names the public docs site.\nParameters:\n- doc_id (string, required): page id from search results.\n- section (string, optional): heading of one section to return.\n- include_examples (boolean, optional): default false.\nExample: {\"doc_id\": \"routing/directions-api/examples/legal-routes-for-a-given-truck-weight\"}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "doc_id": {
                    "description": "Page id from search_documentation or list_documentation_topics",
                    "minLength": 1,
                    "type": "string"
                  },
                  "include_examples": {
                    "description": "Include sample request/response code blocks (default false)",
                    "type": "boolean"
                  },
                  "section": {
                    "description": "Heading (or its anchor) of one section to return",
                    "type": "string"
                  }
                },
                "required": [
                  "doc_id"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              }
            },
            {
              "name": "isochrone",
              "title": "Isochrone",
              "description": "Calculate the area reachable from a point within given travel times or distances; returns a GeoJSON FeatureCollection of contours (geometry coordinates are [longitude, latitude]). Each contour ring can be drawn with static_route_map by passing it as paths[].geojson_coordinates with a fill_color. Documentation for this API is available through search_documentation. Parameters: origin {latitude, longitude} (required); exactly one of contours_minutes (array, up to 4 values, max 40) or contours_meters (array, up to 4 values, max 60000); optional mode, polygons (true for Polygon geometry), denoise, generalize (meters), contours_colors (hex without #, one per contour), departure_time. Example: {\"origin\": {\"latitude\": 37.7749, \"longitude\": -122.4194}, \"contours_minutes\": [5, 10], \"polygons\": true}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "contours_colors": {
                    "description": "One hex color (without #) per contour, e.g. [\"ff0000\", \"00ff00\"]",
                    "items": {
                      "pattern": "^[0-9a-fA-F]{6}$",
                      "type": "string"
                    },
                    "maxItems": 4,
                    "type": "array"
                  },
                  "contours_meters": {
                    "description": "Travel distances in meters, one contour each (max 4 values, increasing, max 60000)",
                    "items": {
                      "maximum": 60000,
                      "minimum": 1,
                      "type": "integer"
                    },
                    "maxItems": 4,
                    "type": "array"
                  },
                  "contours_minutes": {
                    "description": "Travel times in minutes, one contour each (max 4 values, increasing, max 40)",
                    "items": {
                      "maximum": 40,
                      "minimum": 1,
                      "type": "integer"
                    },
                    "maxItems": 4,
                    "type": "array"
                  },
                  "denoise": {
                    "description": "Remove contours smaller than this fraction of the largest (default 1: largest only)",
                    "maximum": 1,
                    "minimum": 0,
                    "type": "number"
                  },
                  "departure_time": {
                    "description": "Departure as a UNIX timestamp in seconds, for typical-traffic analysis",
                    "maximum": 9007199254740991,
                    "minimum": -9007199254740991,
                    "type": "integer"
                  },
                  "generalize": {
                    "description": "Simplification tolerance in meters (Douglas-Peucker); omit for automatic",
                    "exclusiveMinimum": 0,
                    "type": "number"
                  },
                  "mode": {
                    "description": "Travel mode (default car)",
                    "enum": [
                      "car",
                      "truck",
                      "motorcycle",
                      "bike",
                      "walk"
                    ],
                    "type": "string"
                  },
                  "origin": {
                    "additionalProperties": false,
                    "description": "Starting point of the reachability analysis",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "polygons": {
                    "description": "Return contours as GeoJSON Polygons instead of LineStrings",
                    "type": "boolean"
                  }
                },
                "required": [
                  "origin"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "list_documentation_topics",
              "title": "List Documentation Topics",
              "description": "List the available documentation categories, APIs and pages, with index metadata. Useful before searching, when the right terms are not yet known, e.g. to see which APIs exist for a problem area. When the index is temporarily unavailable the result says so and names the public docs site.\nParameters:\n- category (string, optional): limit to one category.\n- sdk (string, optional): Android, iOS or Flutter.\nExample: {\"category\": \"Optimization\"}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "category": {
                    "description": "Only this category, e.g. Routing",
                    "type": "string"
                  },
                  "sdk": {
                    "description": "Only pages of this platform: Android, iOS, Flutter, Web",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              }
            },
            {
              "name": "measure",
              "title": "Measure Straight-Line Distance, Length, Area or Bearing",
              "description": "Measure straight-line (geodesic, WGS84) distance between two points, the length of a line, the area and perimeter of a polygon, or the bearing from one point to another. Straight-line (geodesic) geometry computed locally, not road distance or travel time: for those, directions or distance_matrix apply. No sign-in needed. Parameters: mode (distance | length | area | bearing); from and to ({latitude, longitude}) for distance and bearing; line (array of points) for length; polygon (GeoJSON Polygon or MultiPolygon, e.g. an isochrone contour) for area; units (meters, kilometers, miles, feet, nautical_miles; default meters); area_units (square_meters, square_kilometers, hectares, acres, square_miles, square_feet; default square_meters). Example: {\"mode\": \"distance\", \"from\": {\"latitude\": 12.9716, \"longitude\": 77.5946}, \"to\": {\"latitude\": 13.0827, \"longitude\": 80.2707}, \"units\": \"kilometers\"}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "area_units": {
                    "description": "Area unit (default square_meters)",
                    "enum": [
                      "square_meters",
                      "square_kilometers",
                      "hectares",
                      "acres",
                      "square_miles",
                      "square_feet"
                    ],
                    "type": "string"
                  },
                  "from": {
                    "additionalProperties": false,
                    "description": "Start point (distance, bearing)",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "line": {
                    "description": "The line (length)",
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "latitude": {
                          "maximum": 90,
                          "minimum": -90,
                          "type": "number"
                        },
                        "longitude": {
                          "maximum": 180,
                          "minimum": -180,
                          "type": "number"
                        }
                      },
                      "required": [
                        "latitude",
                        "longitude"
                      ],
                      "type": "object"
                    },
                    "maxItems": 5000,
                    "minItems": 2,
                    "type": "array"
                  },
                  "mode": {
                    "description": "distance: between two points; length: of a line; area: of a polygon; bearing: from one point to another",
                    "enum": [
                      "distance",
                      "length",
                      "area",
                      "bearing"
                    ],
                    "type": "string"
                  },
                  "polygon": {
                    "additionalProperties": {},
                    "description": "The polygon (area)",
                    "properties": {
                      "type": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "type"
                    ],
                    "type": "object"
                  },
                  "to": {
                    "additionalProperties": false,
                    "description": "End point (distance, bearing)",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "units": {
                    "description": "Distance unit (default meters)",
                    "enum": [
                      "meters",
                      "kilometers",
                      "miles",
                      "feet",
                      "nautical_miles"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "mode"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              }
            },
            {
              "name": "nearest",
              "title": "Nearest Point or Position on a Line",
              "description": "Find the candidate points nearest to a target as the crow flies (e.g. the closest depots to a customer), or snap the target onto a line and report the closest position on it. Straight-line (geodesic) distances, computed locally, no sign-in needed; distance_matrix gives travel time and road distance instead. Parameters: target ({latitude, longitude}); either candidates (array of {latitude, longitude, id?}) with k (default 1), or line (array of points); units (default meters). Returns ranked {id, point, distance} for candidates, or snapped_point, distance, segment_index and distance_along_line for a line. Example: {\"target\": {\"latitude\": 12.9716, \"longitude\": 77.5946}, \"candidates\": [{\"latitude\": 13.0827, \"longitude\": 80.2707, \"id\": \"Chennai\"}, {\"latitude\": 19.076, \"longitude\": 72.8777, \"id\": \"Mumbai\"}], \"k\": 1, \"units\": \"kilometers\"}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "candidates": {
                    "description": "Points to rank by straight-line distance from target",
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "id": {
                          "description": "Optional label echoed back in the result",
                          "maxLength": 100,
                          "type": "string"
                        },
                        "latitude": {
                          "maximum": 90,
                          "minimum": -90,
                          "type": "number"
                        },
                        "longitude": {
                          "maximum": 180,
                          "minimum": -180,
                          "type": "number"
                        }
                      },
                      "required": [
                        "latitude",
                        "longitude"
                      ],
                      "type": "object"
                    },
                    "maxItems": 1000,
                    "minItems": 1,
                    "type": "array"
                  },
                  "k": {
                    "description": "How many nearest candidates to return (default 1)",
                    "maximum": 100,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "line": {
                    "description": "A line to snap the target onto",
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "latitude": {
                          "maximum": 90,
                          "minimum": -90,
                          "type": "number"
                        },
                        "longitude": {
                          "maximum": 180,
                          "minimum": -180,
                          "type": "number"
                        }
                      },
                      "required": [
                        "latitude",
                        "longitude"
                      ],
                      "type": "object"
                    },
                    "maxItems": 5000,
                    "minItems": 2,
                    "type": "array"
                  },
                  "target": {
                    "additionalProperties": false,
                    "description": "The reference point",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "units": {
                    "description": "Distance unit (default meters)",
                    "enum": [
                      "meters",
                      "kilometers",
                      "miles",
                      "feet",
                      "nautical_miles"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "target"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              }
            },
            {
              "name": "place_browse",
              "title": "Browse Places by Category",
              "description": "List places of given categories around a location, ranked by distance, without a text query - e.g. all restaurants or schools near a point. Use place_search when the user describes what they want in words; use place_lookup to expand a result by id. Parameters: categories (required array of category names or ids); near {latitude, longitude} (recommended), radius_m (with near), country_codes, bounding_box {west, south, east, north}, limit, language, view. Example: {\"categories\": [\"restaurant\"], \"near\": {\"latitude\": 1.2839, \"longitude\": 103.8607}, \"radius_m\": 800, \"limit\": 10}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "bounding_box": {
                    "additionalProperties": false,
                    "description": "Hard-limit results to this bounding box",
                    "properties": {
                      "east": {
                        "description": "Eastern longitude",
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      },
                      "north": {
                        "description": "Northern latitude",
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "south": {
                        "description": "Southern latitude",
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "west": {
                        "description": "Western longitude",
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "west",
                      "south",
                      "east",
                      "north"
                    ],
                    "type": "object"
                  },
                  "categories": {
                    "description": "Category names or ids to browse; a place matching any of them is returned (e.g. [\"restaurant\"], [\"schools\"], [\"7376\"])",
                    "items": {
                      "minLength": 1,
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "country_codes": {
                    "description": "Restrict results to these countries (ISO 3166-1 alpha-3 codes, e.g. [\"USA\",\"MEX\"])",
                    "items": {
                      "pattern": "^[A-Za-z]{3}$",
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "language": {
                    "description": "Result language as a BCP 47 tag, e.g. \"en-US\"",
                    "type": "string"
                  },
                  "limit": {
                    "description": "Maximum results (default 10)",
                    "maximum": 100,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "near": {
                    "additionalProperties": false,
                    "description": "Center of the search context; results are ranked around this point",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "radius_m": {
                    "description": "With `near`: hard-limit results to this radius in meters",
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "view": {
                    "description": "Geopolitical view for disputed territories. Default: Unified (or the requester region)",
                    "enum": [
                      "Unified",
                      "AR",
                      "IL",
                      "IN",
                      "MA",
                      "PK",
                      "RU",
                      "TR",
                      "CN",
                      "TW"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "categories"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "place_lookup",
              "title": "Place Lookup",
              "description": "Fetch the full details of a place (address, position, access points, categories, contacts) by its unique id, as returned by place_search, geocode_forward, autosuggest, autocomplete or search_along_route. Parameters: id (required); optional view. Example: {\"id\": \"2EmBgAmFpR9dg0D89EBzNA\"}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "id": {
                    "description": "Unique place id, as returned by the other place/geocoding tools",
                    "minLength": 1,
                    "type": "string"
                  },
                  "view": {
                    "description": "Geopolitical view for disputed territories. Default: Unified (or the requester region)",
                    "enum": [
                      "Unified",
                      "AR",
                      "IL",
                      "IN",
                      "MA",
                      "PK",
                      "RU",
                      "TR",
                      "CN",
                      "TW"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "place_search",
              "title": "Search Places",
              "description": "Search for places, points of interest and businesses with a free-text query (e.g. \"gas station\", \"coffee\"), ranked by relevance around a location. Use geocode_forward for plain address-to-coordinates conversion. Documentation for this API is available through search_documentation. Parameters: query (required); optional near {latitude, longitude} (recommended), radius_m (with near), country_codes, bounding_box {west, south, east, north}, limit, language, view. Example: {\"query\": \"coffee\", \"near\": {\"latitude\": 37.7749, \"longitude\": -122.4194}, \"radius_m\": 1000, \"limit\": 5}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "bounding_box": {
                    "additionalProperties": false,
                    "description": "Hard-limit results to this bounding box",
                    "properties": {
                      "east": {
                        "description": "Eastern longitude",
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      },
                      "north": {
                        "description": "Northern latitude",
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "south": {
                        "description": "Southern latitude",
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "west": {
                        "description": "Western longitude",
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "west",
                      "south",
                      "east",
                      "north"
                    ],
                    "type": "object"
                  },
                  "country_codes": {
                    "description": "Restrict results to these countries (ISO 3166-1 alpha-3 codes, e.g. [\"USA\",\"MEX\"])",
                    "items": {
                      "pattern": "^[A-Za-z]{3}$",
                      "type": "string"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "language": {
                    "description": "Result language as a BCP 47 tag, e.g. \"en-US\"",
                    "type": "string"
                  },
                  "limit": {
                    "description": "Maximum results (default 10)",
                    "maximum": 100,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "near": {
                    "additionalProperties": false,
                    "description": "Center of the search context; results are ranked around this point",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "query": {
                    "description": "Free-text search query",
                    "minLength": 1,
                    "type": "string"
                  },
                  "radius_m": {
                    "description": "With `near`: hard-limit results to this radius in meters",
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "view": {
                    "description": "Geopolitical view for disputed territories. Default: Unified (or the requester region)",
                    "enum": [
                      "Unified",
                      "AR",
                      "IL",
                      "IN",
                      "MA",
                      "PK",
                      "RU",
                      "TR",
                      "CN",
                      "TW"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "query"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "points_in_polygon",
              "title": "Points in Polygon",
              "description": "Geofencing: tell which of up to 1,000 points lie inside a polygon, for example which delivery addresses fall within an isochrone contour or a service area. Holes are respected; the test is done in map (flat degree) space, matching how polygons are drawn. Computed locally, no sign-in needed. Parameters: polygon (GeoJSON Polygon or MultiPolygon, or an isochrone Feature); points (array of {latitude, longitude, id?}); include_boundary (default true). Returns inside and outside lists (ids, or indexes when no id is given) with counts. Example: {\"polygon\": {\"type\": \"Polygon\", \"coordinates\": [[[77.59, 12.97], [77.61, 12.97], [77.61, 12.99], [77.59, 12.99], [77.59, 12.97]]]}, \"points\": [{\"latitude\": 12.98, \"longitude\": 77.6, \"id\": \"A\"}]}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "include_boundary": {
                    "description": "Count points exactly on the edge as inside (default true)",
                    "type": "boolean"
                  },
                  "points": {
                    "description": "Points to test, each optionally with an id",
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "id": {
                          "description": "Optional label echoed back in the result",
                          "maxLength": 100,
                          "type": "string"
                        },
                        "latitude": {
                          "maximum": 90,
                          "minimum": -90,
                          "type": "number"
                        },
                        "longitude": {
                          "maximum": 180,
                          "minimum": -180,
                          "type": "number"
                        }
                      },
                      "required": [
                        "latitude",
                        "longitude"
                      ],
                      "type": "object"
                    },
                    "maxItems": 1000,
                    "minItems": 1,
                    "type": "array"
                  },
                  "polygon": {
                    "additionalProperties": {},
                    "description": "A GeoJSON Polygon or MultiPolygon geometry (coordinates in [longitude, latitude] order), or a Feature wrapping one — an isochrone contour can be passed as is",
                    "properties": {
                      "type": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "type"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "polygon",
                  "points"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              }
            },
            {
              "name": "polygon_ops",
              "title": "Polygon Union, Intersection or Difference",
              "description": "Combine polygons: union (merge), intersect (overlap) or difference (first minus the others), for example the overlap of two isochrones or the part of a zone not covered by a depot area. Returns the resulting GeoJSON geometry (Polygon or MultiPolygon, or null when empty) with its geodesic area. Computed locally, no sign-in needed. Parameters: operation (union | intersect | difference); polygons (array of 2–20 GeoJSON Polygon/MultiPolygon geometries, isochrone Features accepted); area_units (default square_meters); max_vertices (default 500, result simplified to fit). Example: {\"operation\": \"intersect\", \"polygons\": [{\"type\": \"Polygon\", \"coordinates\": [[[77.59, 12.97], [77.61, 12.97], [77.61, 12.99], [77.59, 12.99], [77.59, 12.97]]]}, {\"type\": \"Polygon\", \"coordinates\": [[[77.6, 12.98], [77.62, 12.98], [77.62, 13.0], [77.6, 13.0], [77.6, 12.98]]]}], \"area_units\": \"hectares\"}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "area_units": {
                    "description": "Area unit (default square_meters)",
                    "enum": [
                      "square_meters",
                      "square_kilometers",
                      "hectares",
                      "acres",
                      "square_miles",
                      "square_feet"
                    ],
                    "type": "string"
                  },
                  "max_vertices": {
                    "description": "Simplify the returned shape to at most this many vertices (default 500); the result says when it was simplified",
                    "maximum": 5000,
                    "minimum": 16,
                    "type": "integer"
                  },
                  "operation": {
                    "description": "difference = first polygon minus all others",
                    "enum": [
                      "union",
                      "intersect",
                      "difference"
                    ],
                    "type": "string"
                  },
                  "polygons": {
                    "description": "Two or more polygons (GeoJSON Polygon/MultiPolygon or isochrone Features)",
                    "items": {
                      "additionalProperties": {},
                      "description": "A GeoJSON Polygon or MultiPolygon geometry (coordinates in [longitude, latitude] order), or a Feature wrapping one — an isochrone contour can be passed as is",
                      "properties": {
                        "type": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "type"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "minItems": 2,
                    "type": "array"
                  }
                },
                "required": [
                  "operation",
                  "polygons"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              }
            },
            {
              "name": "postcode_lookup",
              "title": "Postcode Lookup",
              "description": "Get the centroid and boundary polygon of a postal/ZIP code, or find the postal code that contains a coordinate; one lookup per call. Supported countries: USA, India, UK, Netherlands, Austria, Germany, Indonesia, France, Singapore, Philippines, Canada, Australia, New Zealand, Italy, Brazil, Mexico, Spain. Parameters: either postal_code plus country (name, alpha-2 or alpha-3 code), or coordinate {latitude, longitude}; optional geojson_boundary (true for a GeoJSON boundary). Example: {\"postal_code\": \"90011\", \"country\": \"USA\"}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "coordinate": {
                    "additionalProperties": false,
                    "description": "Find the postal code containing this location (alternative to `postal_code`)",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "country": {
                    "description": "Country of the postal code — name, alpha-2, or alpha-3 ISO code. Required with `postal_code`",
                    "type": "string"
                  },
                  "geojson_boundary": {
                    "description": "Return the boundary polygon in GeoJSON format instead of the default point-list format",
                    "type": "boolean"
                  },
                  "postal_code": {
                    "description": "Postal/ZIP code to look up (requires `country`; do not combine with `coordinate`)",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "search_along_route",
              "title": "Search Along Route",
              "description": "Find places matching a text query along a driving route, with the detour time and distance each stop adds - for \"find X on the way\" questions. Pass the route as an ordered list of waypoints, e.g. the origin, waypoints and destination used with directions. Parameters: route_points (array of {latitude, longitude}, at least 2, required), query (required); optional max_detour_seconds (default 900, max 3600), sort_by (detour_time | detour_offset), limit (max 20), view. Example: {\"route_points\": [{\"latitude\": 34.0493, \"longitude\": -118.2557}, {\"latitude\": 34.0415, \"longitude\": -118.231}], \"query\": \"gas station\", \"max_detour_seconds\": 600}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "limit": {
                    "description": "Maximum results (default 10, max 20)",
                    "maximum": 20,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "max_detour_seconds": {
                    "description": "Max driving time to reach a result after leaving the route (default 900 = 15 min)",
                    "maximum": 3600,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "query": {
                    "description": "What to find along the route, e.g. \"gas station\", \"coffee\"",
                    "minLength": 1,
                    "type": "string"
                  },
                  "route_points": {
                    "description": "Waypoints defining the route to search along, in travel order",
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "latitude": {
                          "maximum": 90,
                          "minimum": -90,
                          "type": "number"
                        },
                        "longitude": {
                          "maximum": 180,
                          "minimum": -180,
                          "type": "number"
                        }
                      },
                      "required": [
                        "latitude",
                        "longitude"
                      ],
                      "type": "object"
                    },
                    "minItems": 2,
                    "type": "array"
                  },
                  "sort_by": {
                    "description": "Order by detour driving time, or by distance of the detour point from route start",
                    "enum": [
                      "detour_time",
                      "detour_offset"
                    ],
                    "type": "string"
                  },
                  "view": {
                    "description": "Geopolitical view for disputed territories (default: requester region or Unified)",
                    "enum": [
                      "Unified",
                      "AR",
                      "CN",
                      "IN",
                      "PK",
                      "MA",
                      "RU",
                      "RS",
                      "TW",
                      "TR"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "route_points",
                  "query"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "search_documentation",
              "title": "Search Documentation",
              "description": "Search NextBillion's official API and SDK documentation. Use for any question about how NextBillion works: calling an API, what a parameter means, which API to use, or SDK setup. Answers come from an index of the official documentation, not from live API calls; when the index is temporarily unavailable the result says so and names the public docs site.\nQueries match best with the docs' own terms and exact parameter names (truck_weight, option=flexible) rather than everyday phrasing; when results are thin, other API terms may match. Results are excerpts: get_documentation returns a full page. Each result carries a source_url for citation and related_tools, the name of the tool that performs the operation.\nParameters:\n- query (string, required): search terms.\n- category (string, optional): e.g. Routing, Places.\n- api (string, optional): e.g. Directions.\n- sdk (string, optional): Android, iOS or Flutter.\n- limit (integer, optional): default 5, max 10.\n- include_examples (boolean, optional): default false.\nExample: {\"query\": \"truck_size truck_weight routing\", \"api\": \"Directions\"}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "api": {
                    "description": "Boost one API, e.g. Directions",
                    "type": "string"
                  },
                  "category": {
                    "description": "Boost one category, e.g. Routing, Places",
                    "type": "string"
                  },
                  "include_examples": {
                    "description": "Also return sample request/response code chunks (default false)",
                    "type": "boolean"
                  },
                  "limit": {
                    "description": "Number of results (default 5)",
                    "maximum": 10,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "query": {
                    "description": "Search terms, ideally the docs’ own vocabulary",
                    "minLength": 1,
                    "type": "string"
                  },
                  "sdk": {
                    "description": "Only pages of this platform: Android, iOS, Flutter, Web",
                    "type": "string"
                  }
                },
                "required": [
                  "query"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              }
            },
            {
              "name": "static_map_image",
              "title": "Static Map Image",
              "description": "Render a static map image centered on a location, with optional markers and line/polygon overlays; returns the image inline (path in the result text). For a map auto-fitted to a route or to overlays, use static_route_map. Parameters: center {latitude, longitude} and zoom (0-22) (required); optional markers (array of {latitude, longitude, color, icon_url, anchor, scale}), paths (array of {points [{latitude, longitude}] OR geojson_coordinates [[longitude, latitude], ...], stroke_color, stroke_width, fill_color for a filled polygon}), width, height (default 512), style (streets | light | dark | hybrid), format (png | jpg | webp), retina. Example: {\"center\": {\"latitude\": 48.8566, \"longitude\": 2.3522}, \"zoom\": 14, \"markers\": [{\"latitude\": 48.8584, \"longitude\": 2.2945, \"color\": \"red\"}], \"paths\": [{\"points\": [{\"latitude\": 48.85, \"longitude\": 2.29}, {\"latitude\": 48.86, \"longitude\": 2.30}], \"stroke_color\": \"green\"}]}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "center": {
                    "additionalProperties": false,
                    "description": "Center of the map view",
                    "properties": {
                      "latitude": {
                        "maximum": 90,
                        "minimum": -90,
                        "type": "number"
                      },
                      "longitude": {
                        "maximum": 180,
                        "minimum": -180,
                        "type": "number"
                      }
                    },
                    "required": [
                      "latitude",
                      "longitude"
                    ],
                    "type": "object"
                  },
                  "format": {
                    "description": "Image format (default png)",
                    "enum": [
                      "png",
                      "jpg",
                      "webp"
                    ],
                    "type": "string"
                  },
                  "height": {
                    "description": "Image height in pixels (default 512)",
                    "maximum": 2048,
                    "minimum": 16,
                    "type": "integer"
                  },
                  "markers": {
                    "description": "Markers to draw, each with optional color or custom icon",
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "anchor": {
                          "description": "Anchor point of a custom icon (default bottom)",
                          "enum": [
                            "top",
                            "left",
                            "bottom",
                            "right",
                            "center",
                            "topleft",
                            "bottomleft",
                            "topright",
                            "bottomright"
                          ],
                          "type": "string"
                        },
                        "color": {
                          "description": "Marker color, e.g. \"red\" or \"#0000ff\" (ignored when icon_url is set)",
                          "type": "string"
                        },
                        "icon_url": {
                          "description": "URL of a custom marker image (max 64 kB / 4096 px, e.g. 64x64 PNG)",
                          "format": "uri",
                          "type": "string"
                        },
                        "latitude": {
                          "maximum": 90,
                          "minimum": -90,
                          "type": "number"
                        },
                        "longitude": {
                          "maximum": 180,
                          "minimum": -180,
                          "type": "number"
                        },
                        "scale": {
                          "description": "Custom icon scale factor (default 1)",
                          "exclusiveMinimum": 0,
                          "type": "number"
                        }
                      },
                      "required": [
                        "latitude",
                        "longitude"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "paths": {
                    "description": "Extra lines/polygons to draw (e.g. isochrone contours as filled polygons)",
                    "items": {
                      "additionalProperties": false,
                      "description": "A line or filled polygon overlay",
                      "properties": {
                        "fill_color": {
                          "description": "Fill color for a closed shape, e.g. \"rgba(255,0,0,0.3)\" or \"#ff000055\"; omit for a line",
                          "type": "string"
                        },
                        "geojson_coordinates": {
                          "description": "Vertices as GeoJSON [longitude, latitude] pairs - pass an isochrone or GeoJSON ring here unchanged",
                          "items": {
                            "prefixItems": [
                              {
                                "type": "number"
                              },
                              {
                                "type": "number"
                              }
                            ],
                            "type": "array"
                          },
                          "minItems": 2,
                          "type": "array"
                        },
                        "points": {
                          "description": "Vertices as {latitude, longitude} objects",
                          "items": {
                            "additionalProperties": false,
                            "properties": {
                              "latitude": {
                                "maximum": 90,
                                "minimum": -90,
                                "type": "number"
                              },
                              "longitude": {
                                "maximum": 180,
                                "minimum": -180,
                                "type": "number"
                              }
                            },
                            "required": [
                              "latitude",
                              "longitude"
                            ],
                            "type": "object"
                          },
                          "minItems": 2,
                          "type": "array"
                        },
                        "stroke_color": {
                          "description": "Line color (default blue)",
                          "type": "string"
                        },
                        "stroke_width": {
                          "description": "Line width in px (default 3)",
                          "maximum": 20,
                          "minimum": 1,
                          "type": "integer"
                        }
                      },
                      "type": "object"
                    },
                    "maxItems": 10,
                    "type": "array"
                  },
                  "retina": {
                    "description": "Render at @2x resolution for high-DPI displays",
                    "type": "boolean"
                  },
                  "style": {
                    "description": "Map style id: \"streets\", \"light\", \"dark\", or \"hybrid\" (default streets)",
                    "type": "string"
                  },
                  "width": {
                    "description": "Image width in pixels (default 512)",
                    "maximum": 2048,
                    "minimum": 16,
                    "type": "integer"
                  },
                  "zoom": {
                    "description": "Zoom level (0 = world, ~10 = city, ~15 = streets; fractional values allowed)",
                    "maximum": 22,
                    "minimum": 0,
                    "type": "number"
                  }
                },
                "required": [
                  "center",
                  "zoom"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "static_route_map",
              "title": "Static Route Map",
              "description": "Render a static map auto-fitted to a route and/or overlays: a route from directions, and/or lines and filled polygons such as isochrone contours; very long geometry is simplified automatically to fit the map API URL limit (distances unaffected). Returns the image inline. Parameters: at least one of encoded_polyline (the geometry string from directions, preferred), route_points (array of {latitude, longitude}) or paths (array of {points OR geojson_coordinates [[longitude, latitude], ...], stroke_color, stroke_width, fill_color}); optional markers (array of {latitude, longitude, color, icon_url, anchor, scale}), stroke_color, stroke_width (route line), padding, width, height, style, format, retina. The example draws isochrone contours. Example: {\"paths\": [{\"geojson_coordinates\": [[-122.42, 37.77], [-122.40, 37.78], [-122.41, 37.79], [-122.42, 37.77]], \"fill_color\": \"rgba(29,78,216,0.35)\", \"stroke_color\": \"#1d4ed8\"}], \"markers\": [{\"latitude\": 37.7749, \"longitude\": -122.4194, \"color\": \"red\"}]}",
              "inputSchema": {
                "$schema": "https://json-schema.org/draft/2020-12/schema",
                "additionalProperties": false,
                "properties": {
                  "encoded_polyline": {
                    "description": "Route geometry as a Google encoded polyline (precision 5) — exactly what the directions tool returns with its default geometry setting",
                    "type": "string"
                  },
                  "format": {
                    "description": "Image format (default png)",
                    "enum": [
                      "png",
                      "jpg",
                      "webp"
                    ],
                    "type": "string"
                  },
                  "height": {
                    "description": "Image height in pixels (default 512)",
                    "maximum": 2048,
                    "minimum": 16,
                    "type": "integer"
                  },
                  "markers": {
                    "description": "Extra markers, e.g. origin and destination, with optional color or custom icon",
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "anchor": {
                          "description": "Anchor point of a custom icon (default bottom)",
                          "enum": [
                            "top",
                            "left",
                            "bottom",
                            "right",
                            "center",
                            "topleft",
                            "bottomleft",
                            "topright",
                            "bottomright"
                          ],
                          "type": "string"
                        },
                        "color": {
                          "description": "Marker color, e.g. \"red\" or \"#0000ff\" (ignored when icon_url is set)",
                          "type": "string"
                        },
                        "icon_url": {
                          "description": "URL of a custom marker image (max 64 kB / 4096 px, e.g. 64x64 PNG)",
                          "format": "uri",
                          "type": "string"
                        },
                        "latitude": {
                          "maximum": 90,
                          "minimum": -90,
                          "type": "number"
                        },
                        "longitude": {
                          "maximum": 180,
                          "minimum": -180,
                          "type": "number"
                        },
                        "scale": {
                          "description": "Custom icon scale factor (default 1)",
                          "exclusiveMinimum": 0,
                          "type": "number"
                        }
                      },
                      "required": [
                        "latitude",
                        "longitude"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "padding": {
                    "description": "Margin around the route as a fraction of image size (default 0.1)",
                    "maximum": 1,
                    "minimum": 0,
                    "type": "number"
                  },
                  "paths": {
                    "description": "Extra lines/polygons to draw (e.g. isochrone contours as filled polygons)",
                    "items": {
                      "additionalProperties": false,
                      "description": "A line or filled polygon overlay",
                      "properties": {
                        "fill_color": {
                          "description": "Fill color for a closed shape, e.g. \"rgba(255,0,0,0.3)\" or \"#ff000055\"; omit for a line",
                          "type": "string"
                        },
                        "geojson_coordinates": {
                          "description": "Vertices as GeoJSON [longitude, latitude] pairs - pass an isochrone or GeoJSON ring here unchanged",
                          "items": {
                            "prefixItems": [
                              {
                                "type": "number"
                              },
                              {
                                "type": "number"
                              }
                            ],
                            "type": "array"
                          },
                          "minItems": 2,
                          "type": "array"
                        },
                        "points": {
                          "description": "Vertices as {latitude, longitude} objects",
                          "items": {
                            "additionalProperties": false,
                            "properties": {
                              "latitude": {
                                "maximum": 90,
                                "minimum": -90,
                                "type": "number"
                              },
                              "longitude": {
                                "maximum": 180,
                                "minimum": -180,
                                "type": "number"
                              }
                            },
                            "required": [
                              "latitude",
                              "longitude"
                            ],
                            "type": "object"
                          },
                          "minItems": 2,
                          "type": "array"
                        },
                        "stroke_color": {
                          "description": "Line color (default blue)",
                          "type": "string"
                        },
                        "stroke_width": {
                          "description": "Line width in px (default 3)",
                          "maximum": 20,
                          "minimum": 1,
                          "type": "integer"
                        }
                      },
                      "type": "object"
                    },
                    "maxItems": 10,
                    "type": "array"
                  },
                  "retina": {
                    "description": "Render at @2x resolution for high-DPI displays",
                    "type": "boolean"
                  },
                  "route_points": {
                    "description": "Alternative to encoded_polyline: the route as an ordered list of coordinates",
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "latitude": {
                          "maximum": 90,
                          "minimum": -90,
                          "type": "number"
                        },
                        "longitude": {
                          "maximum": 180,
                          "minimum": -180,
                          "type": "number"
                        }
                      },
                      "required": [
                        "latitude",
                        "longitude"
                      ],
                      "type": "object"
                    },
                    "minItems": 2,
                    "type": "array"
                  },
                  "stroke_color": {
                    "description": "Route line color (e.g. \"blue\", \"#ff0000\"; default blue)",
                    "type": "string"
                  },
                  "stroke_width": {
                    "description": "Route line width in pixels (default 4)",
                    "maximum": 20,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "style": {
                    "description": "Map style id: \"streets\", \"light\", \"dark\", or \"hybrid\" (default streets)",
                    "type": "string"
                  },
                  "width": {
                    "description": "Image width in pixels (default 512)",
                    "maximum": 2048,
                    "minimum": 16,
                    "type": "integer"
                  }
                },
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": true,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            }
          ],
          "schemaTokens": 17777,
          "changedAt": "2026-11-07T01:46:25.213284458Z",
          "check": {
            "checker": "anchor-check/1.0",
            "totalTokens": 17777,
            "counts": {
              "error": 0,
              "note": 1,
              "warn": 6
            },
            "findings": [
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "bbox",
                "message": "3 parameters without a description: points, points[].latitude, points[].longitude",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "geocode_structured",
                "message": "8 parameters without a description: city, county, house_number, neighborhood, postal_code, state and 2 more",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC13",
                "severity": "warn",
                "tool": "static_map_image",
                "message": "paths[].geojson_coordinates[] (array with no items)",
                "fix": "Declare the properties (or additionalProperties with a schema) and the array's items."
              },
              {
                "rule": "TC13",
                "severity": "warn",
                "tool": "static_route_map",
                "message": "paths[].geojson_coordinates[] (array with no items)",
                "fix": "Declare the properties (or additionalProperties with a schema) and the array's items."
              },
              {
                "rule": "TC22",
                "severity": "warn",
                "tool": "directions",
                "message": "the definition is about 1,699 tokens",
                "fix": "Trim the description and parameter docs, or split the tool."
              },
              {
                "rule": "TC23",
                "severity": "warn",
                "message": "27 tools, about 17,789 tokens of definitions",
                "fix": "Split the server by job, or offer a smaller default toolset (a read-only set, or a search-then-call pattern)."
              },
              {
                "rule": "TC24",
                "severity": "note",
                "message": "27 of 27 tools have no outputSchema",
                "fix": "Declare outputSchema for tools that return structured data, and return structuredContent that matches it."
              }
            ]
          }
        },
        "updatedAt": "2026-11-07T19:22:21.654883516Z"
      }
    },
    "edges": [
      {
        "by": 28,
        "category": "maintenance",
        "leads": "nextbillion",
        "name": "Maintenance \u0026 community",
        "reasons": {
          "a": "HERE's changelogs sit on docs.here.com, paused under the acceptable use policy, so entries after 9 October are unread. On the 9 October reading the newest dated entries are Matrix Routing 8.49.0 on 9 September 2026 (a documentation change) and Routing 8.162.0 on 7 September 2026, 58 days before this check (20). From 6 August only Routing 8.161.0 (11 August) and 8.162.0 (7 September) fall in the window, with the Matrix documentation change at half, 2.5 in all and short of three (0, cause time; 8.160.0 of 16 July has left the window). Changelogs are public for each API, and paid support plans state response times from 72 hours down to 4 (10 of 15). HERE's GitHub repositories, read as a third-party host, show the HERE SDK for Android, iOS and Flutter current, with example apps tagged for releases 4.27.2.0 (17 August), 4.27.3.0 (3 September), 4.28.0.0 (1 October) and 4.28.1.0 (2 November 2026), and their search and routing engines are the SDKs the ergonomics note credits. The Python client for the REST APIs has carried a deprecation notice since 5 September 2023. These SDK releases aren't counted on the release lines, because their release notes sit on HERE's paused pages and nothing read shows them changing the location services (15; the 5 carried isn't a checklist value). Package health isn't visible for a closed service, and the SDK examples repository has no CI workflow (0; the 5 carried isn't a checklist value). 20+0+10+15+0 = 45.",
          "b": "MCP server 0.5.3 on 30 October 2026 (30). Eleven tagged MCP releases between 7 October and 30 October, adding hosted mode, truck routing and geometry tools (20). Support by email, a public MCP repository with a changelog, but no public API changelog (8). The MCP server isn't in the official MCP registry, and we didn't check the mobile SDK versions (7). The MCP repository runs CI with unit and end-to-end tests (8). 30+20+8+7+8 = 73."
        },
        "scores": {
          "a": 45,
          "b": 73
        }
      },
      {
        "by": 20,
        "category": "payments",
        "leads": "nextbillion",
        "name": "Payments \u0026 pricing",
        "reasons": {
          "a": "Readings per the 9 October check, not re-read on 4 November (HERE's hosts paused). No x402, MPP or L402 was found in the docs index or the terms (0). The Base Plan price page is public, but its table is drawn by script and showed no prices to our reader, so per-request prices score as absent, a limit of our reading and not a finding that prices are hidden (0). HERE's docs say a new organisation can get started for free, but whether a card is asked for was not established, so the free-tier line can't be credited (0; the 10 carried isn't a checklist value). Sign-up is a browser flow with email verification (0). Support plans are priced in public, from $50 a month for the Developer plan. 0+0+0+0 = 0.",
          "b": "No x402, MPP or L402 (0). Pricing is by quote, with annual licences per order, asset or API call and no published unit price (0). A 7-day free trial with an API key and 'No credit card required' (20). A person signs up through the console or emails support for a key (0). 0+0+20+0 = 20."
        },
        "scores": {
          "a": 0,
          "b": 20
        }
      },
      {
        "by": 19,
        "category": "security",
        "leads": "here-location-services",
        "name": "Security \u0026 auth",
        "reasons": {
          "a": "All readings per the 9 October check, not re-read on 4 November (HERE's hosts paused). Credentials are API keys, OAuth 2.0 client credentials and OAuth 2.1 `private_key_jwt` with a registered JWK, where the private key stays with the customer. Tokens are short-lived and can be scoped to a project, and an app holds two API keys or two JWKs for rotation (30). Less 10 because the documented API key method is the `apiKey` query parameter (20). The location services only read. Trusted domains limit where a key works, and app credentials do not inherit the user's permissions (15 of 20). Results carry place names from third-party sources. The Location Reasoning examples load a `guardrails://location-reasoning-usage-policy` resource and a `hlr___secure_location_reasoning` prompt, whose text was not read (7 of 15). A Usage API reports billable usage by app and project. Per-call logs were not found (6 of 15). ISO/IEC 27001:2022, 27701, 27017, 27018 and 42001 certificates, SOC 2 Type 2 scoped to Platform Foundation and Workspace, TISAX AL3 and CSA STAR Level 2 are listed. A disclosure policy of 13 July 2023 names security@here.com with a 90-day window. No bug bounty and no security.txt were found (17 of 20). Total 65.",
          "b": "The REST APIs take a single `key` query parameter, so a plain key that travels in URLs, which earns 20 less 10. The MCP server adds OAuth 2.1 with PKCE, seals the key into tokens with AES-256-GCM, accepts a Bearer header and stores nothing server-side, so 5 back (15). Every tool is read-only, and keys can carry an IP allowlist (12). Places results are POI and address text with no prompt-injection guidance (7). Usage alerts at 50, 75 and 90 per cent of credits, per the pricing FAQ. No per-call log found (5). /.well-known/security.txt returns 404, and we found no disclosure policy or bug bounty. The about page says the company follows ISO 27001 standards, without naming a certificate (7). 15+12+7+5+7 = 46."
        },
        "scores": {
          "a": 65,
          "b": 46
        }
      },
      {
        "by": 16,
        "category": "schema",
        "leads": "here-location-services",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "All readings per the 9 October check, not re-read on 4 November, because HERE's hosts are paused under its acceptable use policy. Each endpoint page has a Markdown twin holding an OpenAPI 3.0.0 definition, read for `/geocode` at version 7.157 (25). docs.here.com has a site `llms.txt` and one for each product and section (10). Endpoint descriptions state the purpose, and parameter descriptions are long, with ALPHA, BETA and RESTRICTED maturity tags. Little says when not to use an endpoint (14 of 20). Parameters are typed with 34 enums in the geocode definition, ranges such as `limit` 1 to 100 and defaults (13 of 15). 400, 405, 429 and 503 share an `ErrorResponse` schema, and the developer guide has code examples for each endpoint (12 of 15). The Routing v8 changelog is dated by entry up to 8.162.0 on 7 September 2026, with versioned APIs; the Geocoding and Search release notes are numbered without dates. The line lists 15, the nearest value to the 13 carried. The Location Reasoning tool schemas come only from `tools/list` and were not read. 25+10+14+13+12+15 = 89.",
          "b": "No OpenAPI document for the REST APIs was found in llms.txt or the docs. The hosted MCP server's 27 tools are defined with Zod schemas, so they carry typed JSON Schema inputs (15 of 25). llms.txt, llms-full.txt and a Markdown file for each docs page (10). Endpoint pages explain each parameter, and MCP tool descriptions say when not to use a tool, such as the geometry tools being straight-line rather than road distance (16). Parameter tables give types, allowed values and defaults, such as `types` and `limit` (default 10), though `in` packs several filters into one string (12). curl examples and a per-endpoint error table with causes (13). The MCP server has a dated changelog. No API changelog or versioned path was found (7). 15+10+16+12+13+7 = 73."
        },
        "scores": {
          "a": 89,
          "b": 73
        }
      },
      {
        "by": 16,
        "category": "ergonomics",
        "leads": "here-location-services",
        "name": "Agent ergonomics",
        "reasons": {
          "a": "All readings per the 9 October check, not re-read on 4 November (HERE's hosts paused). `limit` sizes geocoding responses (1 to 100, default 20), and `show` and `return` parameters add optional blocks only when asked for. The MCP server lists 13 tools, two of them experimental, and passes cached route and isoline IDs between tools so geometry is not returned twice (18 of 25). Filters by country, result type, position and bounding area and a result limit are documented, with no offset or cursor paging for geocoding (20; the 15 carried isn't a checklist value, and filters with a size limit meet the line). Errors carry `status`, `title`, `code`, `cause`, `action` and `correlationId`, and the routing changelog names error codes such as `E605502` (20; the 17 carried isn't a checklist value). The location calls are reads and safe to repeat (20; the 14 carried isn't a checklist value; MCP annotations were not read). A geocode needs only `q` and a credential, and HERE publishes SDKs in JavaScript, Android, iOS and Flutter, for maps rather than as REST clients (15; the 10 carried isn't a checklist value). 18+20+20+20+15 = 93.",
          "b": "MCP reading, since the hosted server is the agent surface. 27 tools, four of them for documentation and seven local geometry tools, with shapes simplified to a 500-vertex budget to save context (18). limit, types, country, bbox and circle filters, and batch geocoding of up to 100 queries (16). The error table explains each code, and the MCP masks the key in error text (15). Every API tool is marked readOnlyHint, idempotentHint and not destructive in the source (18). Few required parameters and explicit latitude and longitude objects, but no official server-side SDK, only mobile and web map SDKs (10). 18+16+15+18+10 = 77."
        },
        "scores": {
          "a": 93,
          "b": 77
        }
      },
      {
        "by": 10,
        "category": "reliability",
        "leads": "here-location-services",
        "name": "Reliability",
        "reasons": {
          "a": "Graded on the REST APIs (Geocoding and Search v7, Routing v8) with the hosted lines. HERE's acceptable use policy bars data mining and scraping of HERE Materials, websites included, so HERE's hosts were not requested on 4 November and the 9 October readings stand. HERE's docs describe a public status page at status.here.com/status with current status, a status history tab and scheduled maintenance (per the 9 October check, not re-read on 4 November) (20). The page was drawn by script on 9 October and is now paused, so the record from 6 August is unread (5). No rate limit with a number was found in the docs; the Base Plan limits sit on a price page drawn by script (0; the 5 carried isn't a checklist value). The Limits and Quotas page says an exceeded quota returns 429 or 503 and that a surge can be throttled for about 10 minutes, and the OpenAPI definition lists 429, with no Retry-After header or backoff guidance and only reads involved (per the 9 October check, not re-read on 4 November). Documented 429 handling without backoff guidance reads at the line's 10 (the 7 carried isn't a checklist value). Monthly availability targets of 99.9 per cent are published for Geocoding and Search v7 and Routing v8, with service credits for the Essential support plan and above (per the 9 October check, not re-read on 4 November) (10). Both APIs are in the Active lifecycle stage (10). 20+5+0+10+10+10 = 55.",
          "b": "Hosted lines, for the REST APIs at api.nextbillion.io and the hosted MCP server. A status page at status.nextbillion.io, 'NextBillion.AI API Status', renders only in a browser, and its Statuspage-style JSON paths return 404, so we couldn't see its components (10) or read any history. That's our limit, not a finding, and the rubric gives 5 (5). The API reference states 2,400 queries a minute, or 40 a second, for continuous requests (15). Each endpoint's error table lists 429 as 'QPM or API request count quota reached', with no Retry-After or backoff guidance (5). No SLA found; the terms say access isn't warranted to be uninterrupted (0). The REST APIs are GA. The MCP server is at version 0.5.3 (10). 10+5+15+5+0+10 = 45."
        },
        "scores": {
          "a": 55,
          "b": 45
        }
      }
    ],
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "HERE Technologies",
        "b": "NextBillion.ai Pte. Ltd.",
        "name": "Vendor"
      },
      {
        "a": "https://geocode.search.hereapi.com/v1",
        "b": "https://mcp.nextbillion.io",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP",
        "b": "HTTP, Streamable HTTP",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Paid",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary service under the HERE Platform Terms",
        "b": "none",
        "name": "Licence"
      },
      {
        "a": "13",
        "b": "27",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-09-09",
        "b": "2026-10-30",
        "name": "Last release"
      },
      {
        "a": "2023-09-18",
        "b": "no date given",
        "name": "Terms last updated"
      },
      {
        "a": "2024-08-29",
        "b": "no date given",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      }
    ],
    "faq": [
      {
        "answer": "HERE Location Services scores 58.4 (C) on agent readiness against NextBillion.ai's 55.4 (C), and leads in 5 of 7 scored categories. NextBillion.ai leads on payments \u0026 pricing and maintenance \u0026 community.",
        "question": "Which is better for AI agents, HERE Location Services or NextBillion.ai?"
      },
      {
        "answer": "Both take an API key or an OAuth sign-in.",
        "question": "Do HERE Location Services and NextBillion.ai need an API key?"
      },
      {
        "answer": "Yes. HERE Location Services has a hosted endpoint at https://geocode.search.hereapi.com/v1 and NextBillion.ai at https://mcp.nextbillion.io.",
        "question": "Can an agent call HERE Location Services and NextBillion.ai without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 55 against 45",
          "Schema \u0026 documentation, 89 against 73",
          "Agent ergonomics, 93 against 77",
          "Security \u0026 auth, 65 against 46",
          "Transparency \u0026 trust, 63 against 58"
        ],
        "also": null,
        "goodFor": "Fleet and logistics work that needs truck routing, large matrices, isolines, traffic and transit from one vendor with an SLA.",
        "slug": "here-location-services",
        "watchFor": "Platform Terms section f forbids using HERE Materials in connection with a machine learning or AI system, generative AI included. This matters before any probe is run"
      },
      {
        "aheadOn": [
          "Payments \u0026 pricing, 20 against 0",
          "Maintenance \u0026 community, 73 against 45"
        ],
        "also": [
          "Free to start without a card",
          "No incidents deducted, where HERE Location Services loses 3 points for them"
        ],
        "goodFor": "Fleet and delivery routing, distance matrices and route optimisation with truck profiles, plus geocoding and POI search, for companies ready for an annual contract.",
        "slug": "nextbillion",
        "watchFor": "Pricing is by quote on annual licences, with no public unit prices"
      }
    ],
    "history": {
      "here-location-services": [
        {
          "causes": [
            "correction",
            "time"
          ],
          "date": "2026-11-04",
          "delta": 0.4,
          "from": 58,
          "fromGrade": "C",
          "to": 58.4,
          "toGrade": "C"
        }
      ],
      "nextbillion": null
    },
    "job": {
      "capability": "geo.geocode",
      "name": "Geocoding"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/amazon-location-vs-here-location-services.json",
        "title": "Amazon Location Service vs HERE Location Services",
        "url": "https://www.anchorterminal.com/compare/amazon-location-vs-here-location-services"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amazon-location-vs-nextbillion.json",
        "title": "Amazon Location Service vs NextBillion.ai",
        "url": "https://www.anchorterminal.com/compare/amazon-location-vs-nextbillion"
      },
      {
        "json": "https://www.anchorterminal.com/compare/arcgis-vs-here-location-services.json",
        "title": "ArcGIS Location Platform vs HERE Location Services",
        "url": "https://www.anchorterminal.com/compare/arcgis-vs-here-location-services"
      },
      {
        "json": "https://www.anchorterminal.com/compare/arcgis-vs-nextbillion.json",
        "title": "ArcGIS Location Platform vs NextBillion.ai",
        "url": "https://www.anchorterminal.com/compare/arcgis-vs-nextbillion"
      },
      {
        "json": "https://www.anchorterminal.com/compare/azure-maps-vs-here-location-services.json",
        "title": "Azure Maps vs HERE Location Services",
        "url": "https://www.anchorterminal.com/compare/azure-maps-vs-here-location-services"
      },
      {
        "json": "https://www.anchorterminal.com/compare/azure-maps-vs-nextbillion.json",
        "title": "Azure Maps vs NextBillion.ai",
        "url": "https://www.anchorterminal.com/compare/azure-maps-vs-nextbillion"
      },
      {
        "json": "https://www.anchorterminal.com/compare/geoapify-vs-here-location-services.json",
        "title": "Geoapify Location Platform + MCP vs HERE Location Services",
        "url": "https://www.anchorterminal.com/compare/geoapify-vs-here-location-services"
      },
      {
        "json": "https://www.anchorterminal.com/compare/geoapify-vs-nextbillion.json",
        "title": "Geoapify Location Platform + MCP vs NextBillion.ai",
        "url": "https://www.anchorterminal.com/compare/geoapify-vs-nextbillion"
      },
      {
        "json": "https://www.anchorterminal.com/compare/geocodio-vs-here-location-services.json",
        "title": "Geocodio vs HERE Location Services",
        "url": "https://www.anchorterminal.com/compare/geocodio-vs-here-location-services"
      },
      {
        "json": "https://www.anchorterminal.com/compare/geocodio-vs-nextbillion.json",
        "title": "Geocodio vs NextBillion.ai",
        "url": "https://www.anchorterminal.com/compare/geocodio-vs-nextbillion"
      },
      {
        "json": "https://www.anchorterminal.com/compare/google-maps-platform-vs-here-location-services.json",
        "title": "Google Maps Platform + Grounding Lite MCP vs HERE Location Services",
        "url": "https://www.anchorterminal.com/compare/google-maps-platform-vs-here-location-services"
      },
      {
        "json": "https://www.anchorterminal.com/compare/google-maps-platform-vs-nextbillion.json",
        "title": "Google Maps Platform + Grounding Lite MCP vs NextBillion.ai",
        "url": "https://www.anchorterminal.com/compare/google-maps-platform-vs-nextbillion"
      },
      {
        "json": "https://www.anchorterminal.com/compare/here-location-services-vs-locationiq.json",
        "title": "HERE Location Services vs LocationIQ",
        "url": "https://www.anchorterminal.com/compare/here-location-services-vs-locationiq"
      },
      {
        "json": "https://www.anchorterminal.com/compare/here-location-services-vs-mapbox.json",
        "title": "HERE Location Services vs Mapbox APIs + MCP",
        "url": "https://www.anchorterminal.com/compare/here-location-services-vs-mapbox"
      },
      {
        "json": "https://www.anchorterminal.com/compare/here-location-services-vs-mapquest.json",
        "title": "HERE Location Services vs MapQuest",
        "url": "https://www.anchorterminal.com/compare/here-location-services-vs-mapquest"
      },
      {
        "json": "https://www.anchorterminal.com/compare/here-location-services-vs-maptiler.json",
        "title": "HERE Location Services vs MapTiler Cloud",
        "url": "https://www.anchorterminal.com/compare/here-location-services-vs-maptiler"
      },
      {
        "json": "https://www.anchorterminal.com/compare/here-location-services-vs-nominatim.json",
        "title": "HERE Location Services vs Nominatim",
        "url": "https://www.anchorterminal.com/compare/here-location-services-vs-nominatim"
      },
      {
        "json": "https://www.anchorterminal.com/compare/here-location-services-vs-opencage.json",
        "title": "HERE Location Services vs OpenCage Geocoding API",
        "url": "https://www.anchorterminal.com/compare/here-location-services-vs-opencage"
      },
      {
        "json": "https://www.anchorterminal.com/compare/here-location-services-vs-radar.json",
        "title": "HERE Location Services vs Radar",
        "url": "https://www.anchorterminal.com/compare/here-location-services-vs-radar"
      },
      {
        "json": "https://www.anchorterminal.com/compare/here-location-services-vs-stadia-maps.json",
        "title": "HERE Location Services vs Stadia Maps",
        "url": "https://www.anchorterminal.com/compare/here-location-services-vs-stadia-maps"
      },
      {
        "json": "https://www.anchorterminal.com/compare/here-location-services-vs-tomtom.json",
        "title": "HERE Location Services vs TomTom Maps APIs + MCP",
        "url": "https://www.anchorterminal.com/compare/here-location-services-vs-tomtom"
      },
      {
        "json": "https://www.anchorterminal.com/compare/here-location-services-vs-woosmap.json",
        "title": "HERE Location Services vs Woosmap",
        "url": "https://www.anchorterminal.com/compare/here-location-services-vs-woosmap"
      },
      {
        "json": "https://www.anchorterminal.com/compare/locationiq-vs-nextbillion.json",
        "title": "LocationIQ vs NextBillion.ai",
        "url": "https://www.anchorterminal.com/compare/locationiq-vs-nextbillion"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mapbox-vs-nextbillion.json",
        "title": "Mapbox APIs + MCP vs NextBillion.ai",
        "url": "https://www.anchorterminal.com/compare/mapbox-vs-nextbillion"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mapquest-vs-nextbillion.json",
        "title": "MapQuest vs NextBillion.ai",
        "url": "https://www.anchorterminal.com/compare/mapquest-vs-nextbillion"
      },
      {
        "json": "https://www.anchorterminal.com/compare/maptiler-vs-nextbillion.json",
        "title": "MapTiler Cloud vs NextBillion.ai",
        "url": "https://www.anchorterminal.com/compare/maptiler-vs-nextbillion"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nextbillion-vs-nominatim.json",
        "title": "NextBillion.ai vs Nominatim",
        "url": "https://www.anchorterminal.com/compare/nextbillion-vs-nominatim"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nextbillion-vs-opencage.json",
        "title": "NextBillion.ai vs OpenCage Geocoding API",
        "url": "https://www.anchorterminal.com/compare/nextbillion-vs-opencage"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nextbillion-vs-radar.json",
        "title": "NextBillion.ai vs Radar",
        "url": "https://www.anchorterminal.com/compare/nextbillion-vs-radar"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nextbillion-vs-stadia-maps.json",
        "title": "NextBillion.ai vs Stadia Maps",
        "url": "https://www.anchorterminal.com/compare/nextbillion-vs-stadia-maps"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nextbillion-vs-tomtom.json",
        "title": "NextBillion.ai vs TomTom Maps APIs + MCP",
        "url": "https://www.anchorterminal.com/compare/nextbillion-vs-tomtom"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nextbillion-vs-woosmap.json",
        "title": "NextBillion.ai vs Woosmap",
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    "scores": [
      {
        "by": 10,
        "edge": "here-location-services",
        "here-location-services": 55,
        "key": "reliability",
        "name": "Reliability",
        "nextbillion": 45,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 16,
        "edge": "here-location-services",
        "here-location-services": 89,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "nextbillion": 73,
        "weight": 13
      },
      {
        "by": 16,
        "edge": "here-location-services",
        "here-location-services": 93,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "nextbillion": 77,
        "weight": 13
      },
      {
        "by": 19,
        "edge": "here-location-services",
        "here-location-services": 65,
        "key": "security",
        "name": "Security \u0026 auth",
        "nextbillion": 46,
        "weight": 14
      },
      {
        "by": 20,
        "edge": "nextbillion",
        "here-location-services": 0,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "nextbillion": 20,
        "weight": 10
      },
      {
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        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 28,
        "edge": "nextbillion",
        "here-location-services": 45,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "nextbillion": 73,
        "weight": 7
      },
      {
        "by": 5,
        "edge": "here-location-services",
        "here-location-services": 63,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "nextbillion": 58,
        "weight": 7
      }
    ],
    "summary": "HERE Location Services scores 58.4 (C) on agent readiness against NextBillion.ai's 55.4 (C), and leads in 5 of 7 scored categories. NextBillion.ai leads on payments \u0026 pricing and maintenance \u0026 community. Both do geocoding.",
    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "here-location-services": "Each endpoint page carries an OpenAPI 3.0 definition as Markdown, and HERE publishes 99.9 per cent monthly availability targets and a six-month deprecation policy. No numeric rate limit or retry guidance was found, prices were unreadable, and HERE's terms bar using its materials with an AI system and bar scraping, so its pages could not be re-read.",
      "nextbillion": "NextBillion.ai covers routing, distance matrices, route optimisation, geocoding and places, and runs a hosted MCP server with 27 read-only annotated tools and OAuth sign-in. Pricing is by quote on annual licences, the REST API key travels in the query string, and no OpenAPI spec, API changelog or readable status history was found."
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  "markdown": "HERE Location Services scores 58.4 (C) on agent readiness against NextBillion.ai's 55.4 (C), and leads in 5 of 7 scored categories. NextBillion.ai leads on payments \u0026 pricing and maintenance \u0026 community. Both do geocoding.\n\n- HERE Location Services: grade C, 58.4/100, rank #753 of 1510. Markdown https://www.anchorterminal.com/tools/here-location-services.md · JSON https://www.anchorterminal.com/api/v1/tools/here-location-services.json\n- NextBillion.ai: grade C, 55.4/100, rank #874 of 1510. Markdown https://www.anchorterminal.com/tools/nextbillion.md · JSON https://www.anchorterminal.com/api/v1/tools/nextbillion.json\n- Best maps, geocoding and places APIs for AI agents: https://www.anchorterminal.com/best/maps/index.md\n- All 153 maps comparisons: https://www.anchorterminal.com/compare/maps/index.md\n\n## Which one, for what\n\n### HERE Location Services (C)\n\nGood for: Fleet and logistics work that needs truck routing, large matrices, isolines, traffic and transit from one vendor with an SLA.\n\nAhead on:\n- Reliability, 55 against 45\n- Schema \u0026 documentation, 89 against 73\n- Agent ergonomics, 93 against 77\n- Security \u0026 auth, 65 against 46\n- Transparency \u0026 trust, 63 against 58\n\nWatch for: Platform Terms section f forbids using HERE Materials in connection with a machine learning or AI system, generative AI included. This matters before any probe is run\n\n### NextBillion.ai (C)\n\nGood for: Fleet and delivery routing, distance matrices and route optimisation with truck profiles, plus geocoding and POI search, for companies ready for an annual contract.\n\nAhead on:\n- Payments \u0026 pricing, 20 against 0\n- Maintenance \u0026 community, 73 against 45\n\nAlso in its favour:\n- Free to start without a card\n- No incidents deducted, where HERE Location Services loses 3 points for them\n\nWatch for: Pricing is by quote on annual licences, with no public unit prices\n\n\n## Why the edge\n\n### Maintenance \u0026 community: NextBillion.ai +28\n\n- HERE Location Services (45): HERE's changelogs sit on docs.here.com, paused under the acceptable use policy, so entries after 9 October are unread. On the 9 October reading the newest dated entries are Matrix Routing 8.49.0 on 9 September 2026 (a documentation change) and Routing 8.162.0 on 7 September 2026, 58 days before this check (20). From 6 August only Routing 8.161.0 (11 August) and 8.162.0 (7 September) fall in the window, with the Matrix documentation change at half, 2.5 in all and short of three (0, cause time; 8.160.0 of 16 July has left the window). Changelogs are public for each API, and paid support plans state response times from 72 hours down to 4 (10 of 15). HERE's GitHub repositories, read as a third-party host, show the HERE SDK for Android, iOS and Flutter current, with example apps tagged for releases 4.27.2.0 (17 August), 4.27.3.0 (3 September), 4.28.0.0 (1 October) and 4.28.1.0 (2 November 2026), and their search and routing engines are the SDKs the ergonomics note credits. The Python client for the REST APIs has carried a deprecation notice since 5 September 2023. These SDK releases aren't counted on the release lines, because their release notes sit on HERE's paused pages and nothing read shows them changing the location services (15; the 5 carried isn't a checklist value). Package health isn't visible for a closed service, and the SDK examples repository has no CI workflow (0; the 5 carried isn't a checklist value). 20+0+10+15+0 = 45.\n- NextBillion.ai (73): MCP server 0.5.3 on 30 October 2026 (30). Eleven tagged MCP releases between 7 October and 30 October, adding hosted mode, truck routing and geometry tools (20). Support by email, a public MCP repository with a changelog, but no public API changelog (8). The MCP server isn't in the official MCP registry, and we didn't check the mobile SDK versions (7). The MCP repository runs CI with unit and end-to-end tests (8). 30+20+8+7+8 = 73.\n\n### Payments \u0026 pricing: NextBillion.ai +20\n\n- HERE Location Services (0): Readings per the 9 October check, not re-read on 4 November (HERE's hosts paused). No x402, MPP or L402 was found in the docs index or the terms (0). The Base Plan price page is public, but its table is drawn by script and showed no prices to our reader, so per-request prices score as absent, a limit of our reading and not a finding that prices are hidden (0). HERE's docs say a new organisation can get started for free, but whether a card is asked for was not established, so the free-tier line can't be credited (0; the 10 carried isn't a checklist value). Sign-up is a browser flow with email verification (0). Support plans are priced in public, from $50 a month for the Developer plan. 0+0+0+0 = 0.\n- NextBillion.ai (20): No x402, MPP or L402 (0). Pricing is by quote, with annual licences per order, asset or API call and no published unit price (0). A 7-day free trial with an API key and 'No credit card required' (20). A person signs up through the console or emails support for a key (0). 0+0+20+0 = 20.\n\n### Security \u0026 auth: HERE Location Services +19\n\n- HERE Location Services (65): All readings per the 9 October check, not re-read on 4 November (HERE's hosts paused). Credentials are API keys, OAuth 2.0 client credentials and OAuth 2.1 `private_key_jwt` with a registered JWK, where the private key stays with the customer. Tokens are short-lived and can be scoped to a project, and an app holds two API keys or two JWKs for rotation (30). Less 10 because the documented API key method is the `apiKey` query parameter (20). The location services only read. Trusted domains limit where a key works, and app credentials do not inherit the user's permissions (15 of 20). Results carry place names from third-party sources. The Location Reasoning examples load a `guardrails://location-reasoning-usage-policy` resource and a `hlr___secure_location_reasoning` prompt, whose text was not read (7 of 15). A Usage API reports billable usage by app and project. Per-call logs were not found (6 of 15). ISO/IEC 27001:2022, 27701, 27017, 27018 and 42001 certificates, SOC 2 Type 2 scoped to Platform Foundation and Workspace, TISAX AL3 and CSA STAR Level 2 are listed. A disclosure policy of 13 July 2023 names security@here.com with a 90-day window. No bug bounty and no security.txt were found (17 of 20). Total 65.\n- NextBillion.ai (46): The REST APIs take a single `key` query parameter, so a plain key that travels in URLs, which earns 20 less 10. The MCP server adds OAuth 2.1 with PKCE, seals the key into tokens with AES-256-GCM, accepts a Bearer header and stores nothing server-side, so 5 back (15). Every tool is read-only, and keys can carry an IP allowlist (12). Places results are POI and address text with no prompt-injection guidance (7). Usage alerts at 50, 75 and 90 per cent of credits, per the pricing FAQ. No per-call log found (5). /.well-known/security.txt returns 404, and we found no disclosure policy or bug bounty. The about page says the company follows ISO 27001 standards, without naming a certificate (7). 15+12+7+5+7 = 46.\n\n### Schema \u0026 documentation: HERE Location Services +16\n\n- HERE Location Services (89): All readings per the 9 October check, not re-read on 4 November, because HERE's hosts are paused under its acceptable use policy. Each endpoint page has a Markdown twin holding an OpenAPI 3.0.0 definition, read for `/geocode` at version 7.157 (25). docs.here.com has a site `llms.txt` and one for each product and section (10). Endpoint descriptions state the purpose, and parameter descriptions are long, with ALPHA, BETA and RESTRICTED maturity tags. Little says when not to use an endpoint (14 of 20). Parameters are typed with 34 enums in the geocode definition, ranges such as `limit` 1 to 100 and defaults (13 of 15). 400, 405, 429 and 503 share an `ErrorResponse` schema, and the developer guide has code examples for each endpoint (12 of 15). The Routing v8 changelog is dated by entry up to 8.162.0 on 7 September 2026, with versioned APIs; the Geocoding and Search release notes are numbered without dates. The line lists 15, the nearest value to the 13 carried. The Location Reasoning tool schemas come only from `tools/list` and were not read. 25+10+14+13+12+15 = 89.\n- NextBillion.ai (73): No OpenAPI document for the REST APIs was found in llms.txt or the docs. The hosted MCP server's 27 tools are defined with Zod schemas, so they carry typed JSON Schema inputs (15 of 25). llms.txt, llms-full.txt and a Markdown file for each docs page (10). Endpoint pages explain each parameter, and MCP tool descriptions say when not to use a tool, such as the geometry tools being straight-line rather than road distance (16). Parameter tables give types, allowed values and defaults, such as `types` and `limit` (default 10), though `in` packs several filters into one string (12). curl examples and a per-endpoint error table with causes (13). The MCP server has a dated changelog. No API changelog or versioned path was found (7). 15+10+16+12+13+7 = 73.\n\n### Agent ergonomics: HERE Location Services +16\n\n- HERE Location Services (93): All readings per the 9 October check, not re-read on 4 November (HERE's hosts paused). `limit` sizes geocoding responses (1 to 100, default 20), and `show` and `return` parameters add optional blocks only when asked for. The MCP server lists 13 tools, two of them experimental, and passes cached route and isoline IDs between tools so geometry is not returned twice (18 of 25). Filters by country, result type, position and bounding area and a result limit are documented, with no offset or cursor paging for geocoding (20; the 15 carried isn't a checklist value, and filters with a size limit meet the line). Errors carry `status`, `title`, `code`, `cause`, `action` and `correlationId`, and the routing changelog names error codes such as `E605502` (20; the 17 carried isn't a checklist value). The location calls are reads and safe to repeat (20; the 14 carried isn't a checklist value; MCP annotations were not read). A geocode needs only `q` and a credential, and HERE publishes SDKs in JavaScript, Android, iOS and Flutter, for maps rather than as REST clients (15; the 10 carried isn't a checklist value). 18+20+20+20+15 = 93.\n- NextBillion.ai (77): MCP reading, since the hosted server is the agent surface. 27 tools, four of them for documentation and seven local geometry tools, with shapes simplified to a 500-vertex budget to save context (18). limit, types, country, bbox and circle filters, and batch geocoding of up to 100 queries (16). The error table explains each code, and the MCP masks the key in error text (15). Every API tool is marked readOnlyHint, idempotentHint and not destructive in the source (18). Few required parameters and explicit latitude and longitude objects, but no official server-side SDK, only mobile and web map SDKs (10). 18+16+15+18+10 = 77.\n\n### Reliability: HERE Location Services +10\n\n- HERE Location Services (55): Graded on the REST APIs (Geocoding and Search v7, Routing v8) with the hosted lines. HERE's acceptable use policy bars data mining and scraping of HERE Materials, websites included, so HERE's hosts were not requested on 4 November and the 9 October readings stand. HERE's docs describe a public status page at status.here.com/status with current status, a status history tab and scheduled maintenance (per the 9 October check, not re-read on 4 November) (20). The page was drawn by script on 9 October and is now paused, so the record from 6 August is unread (5). No rate limit with a number was found in the docs; the Base Plan limits sit on a price page drawn by script (0; the 5 carried isn't a checklist value). The Limits and Quotas page says an exceeded quota returns 429 or 503 and that a surge can be throttled for about 10 minutes, and the OpenAPI definition lists 429, with no Retry-After header or backoff guidance and only reads involved (per the 9 October check, not re-read on 4 November). Documented 429 handling without backoff guidance reads at the line's 10 (the 7 carried isn't a checklist value). Monthly availability targets of 99.9 per cent are published for Geocoding and Search v7 and Routing v8, with service credits for the Essential support plan and above (per the 9 October check, not re-read on 4 November) (10). Both APIs are in the Active lifecycle stage (10). 20+5+0+10+10+10 = 55.\n- NextBillion.ai (45): Hosted lines, for the REST APIs at api.nextbillion.io and the hosted MCP server. A status page at status.nextbillion.io, 'NextBillion.AI API Status', renders only in a browser, and its Statuspage-style JSON paths return 404, so we couldn't see its components (10) or read any history. That's our limit, not a finding, and the rubric gives 5 (5). The API reference states 2,400 queries a minute, or 40 a second, for continuous requests (15). Each endpoint's error table lists 429 as 'QPM or API request count quota reached', with no Retry-After or backoff guidance (5). No SLA found; the terms say access isn't warranted to be uninterrupted (0). The REST APIs are GA. The MCP server is at version 0.5.3 (10). 10+5+15+5+0+10 = 45.\n\n## Score by category\n\n| Category | Weight | HERE Location Services | NextBillion.ai | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 55 | 45 | HERE Location Services +10 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 89 | 73 | HERE Location Services +16 |\n| Agent ergonomics | 13% (16.2 this run) | 93 | 77 | HERE Location Services +16 |\n| Security \u0026 auth | 14% (17.5 this run) | 65 | 46 | HERE Location Services +19 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 0 | 20 | NextBillion.ai +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 45 | 73 | NextBillion.ai +28 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 63 | 58 | HERE Location Services +5 |\n| Negative events | ≤15 | -3 | 0 | |\n| **Total** | | **58.4 · C** | **55.4 · C** | |\n\n## Facts side by side\n\n| Fact | HERE Location Services | NextBillion.ai |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | HERE Technologies | NextBillion.ai Pte. Ltd. |\n| Hosted endpoint | `https://geocode.search.hereapi.com/v1` | `https://mcp.nextbillion.io` |\n| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Paid |\n| x402 | no | no |\n| Licence | Proprietary service under the HERE Platform Terms | none |\n| Tools exposed | 13 | 27 |\n| Read-only variant documented | no | yes |\n| llms.txt | yes | yes |\n| Last release | 2026-09-09 | 2026-10-30 |\n| Terms last updated | 2023-09-18 | no date given |\n| Privacy policy last updated | 2024-08-29 | no date given |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | not found in the text | not found in the text |\n| Terms restrict benchmarking | yes | not found in the text |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n\n## How the scores have moved\n\n### HERE Location Services\n\n- +0.4 on 4 November 2026: correction, time\n\n### NextBillion.ai\n\nNo score change since it was listed.\n\n## Verdicts\n\n**HERE Location Services.** Each endpoint page carries an OpenAPI 3.0 definition as Markdown, and HERE publishes 99.9 per cent monthly availability targets and a six-month deprecation policy. No numeric rate limit or retry guidance was found, prices were unreadable, and HERE's terms bar using its materials with an AI system and bar scraping, so its pages could not be re-read.\n\n**NextBillion.ai.** NextBillion.ai covers routing, distance matrices, route optimisation, geocoding and places, and runs a hosted MCP server with 27 read-only annotated tools and OAuth sign-in. Pricing is by quote on annual licences, the REST API key travels in the query string, and no OpenAPI spec, API changelog or readable status history was found.\n\n## Before you call either\n\n### HERE Location Services\n\n1. Send `Authorization: Bearer` with an OAuth token where logs are kept. The `apiKey` query parameter puts the secret in every URL\n2. Do not store results for more than 30 days, and follow the HTTP caching headers on each response\n3. Treat 429 and 503 as throttling. HERE says a traffic surge can be throttled for about 10 minutes below the account's quota\n4. Read `code`, `cause` and `action` in the error body, and quote `correlationId` to support\n5. For Location Reasoning, send `initialize`, keep the `Mcp-Session-Id` header on later calls, and send a bearer token on `tools/call`\n\n### NextBillion.ai\n\n1. Connect through https://mcp.nextbillion.io so the key stays in a Bearer header or OAuth token rather than in request URLs\n2. Use the geometry tools only for straight-line questions; use directions or distance_matrix for travel time\n3. Batch up to 100 geocodes with geocode_batch instead of one call per address\n4. On 429 the quota or the 2,400-a-minute limit is reached; slow down and tell the user if credits are spent\n5. Search the docs with the MCP documentation tools before guessing a parameter\n\n## Questions\n\n### Which is better for AI agents, HERE Location Services or NextBillion.ai?\n\nHERE Location Services scores 58.4 (C) on agent readiness against NextBillion.ai's 55.4 (C), and leads in 5 of 7 scored categories. NextBillion.ai leads on payments \u0026 pricing and maintenance \u0026 community.\n\n### Do HERE Location Services and NextBillion.ai need an API key?\n\nBoth take an API key or an OAuth sign-in.\n\n### Can an agent call HERE Location Services and NextBillion.ai without installing anything?\n\nYes. HERE Location Services has a hosted endpoint at https://geocode.search.hereapi.com/v1 and NextBillion.ai at https://mcp.nextbillion.io.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/here-location-services-vs-nextbillion.json, and with the fewest tokens: https://www.anchorterminal.com/compare/here-location-services-vs-nextbillion.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"here-location-services\", \"b\": \"nextbillion\"}`. From a terminal: `anchor compare here-location-services nextbillion`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/here-location-services.json and https://www.anchorterminal.com/api/v1/tools/nextbillion.json\n\n## Other comparisons with HERE Location Services or NextBillion.ai\n\n- [Amazon Location Service vs HERE Location Services](https://www.anchorterminal.com/compare/amazon-location-vs-here-location-services.md)\n- [Amazon Location Service vs NextBillion.ai](https://www.anchorterminal.com/compare/amazon-location-vs-nextbillion.md)\n- [ArcGIS Location Platform vs HERE Location Services](https://www.anchorterminal.com/compare/arcgis-vs-here-location-services.md)\n- [ArcGIS Location Platform vs NextBillion.ai](https://www.anchorterminal.com/compare/arcgis-vs-nextbillion.md)\n- [Azure Maps vs HERE Location Services](https://www.anchorterminal.com/compare/azure-maps-vs-here-location-services.md)\n- [Azure Maps vs NextBillion.ai](https://www.anchorterminal.com/compare/azure-maps-vs-nextbillion.md)\n- [Geoapify Location Platform + MCP vs HERE Location Services](https://www.anchorterminal.com/compare/geoapify-vs-here-location-services.md)\n- [Geoapify Location Platform + MCP vs NextBillion.ai](https://www.anchorterminal.com/compare/geoapify-vs-nextbillion.md)\n- [Geocodio vs HERE Location Services](https://www.anchorterminal.com/compare/geocodio-vs-here-location-services.md)\n- [Geocodio vs NextBillion.ai](https://www.anchorterminal.com/compare/geocodio-vs-nextbillion.md)\n- [Google Maps Platform + Grounding Lite MCP vs HERE Location Services](https://www.anchorterminal.com/compare/google-maps-platform-vs-here-location-services.md)\n- [Google Maps Platform + Grounding Lite MCP vs NextBillion.ai](https://www.anchorterminal.com/compare/google-maps-platform-vs-nextbillion.md)\n- [HERE Location Services vs LocationIQ](https://www.anchorterminal.com/compare/here-location-services-vs-locationiq.md)\n- [HERE Location Services vs Mapbox APIs + MCP](https://www.anchorterminal.com/compare/here-location-services-vs-mapbox.md)\n- [HERE Location Services vs MapQuest](https://www.anchorterminal.com/compare/here-location-services-vs-mapquest.md)\n- [HERE Location Services vs MapTiler Cloud](https://www.anchorterminal.com/compare/here-location-services-vs-maptiler.md)\n- [HERE Location Services vs Nominatim](https://www.anchorterminal.com/compare/here-location-services-vs-nominatim.md)\n- [HERE Location Services vs OpenCage Geocoding API](https://www.anchorterminal.com/compare/here-location-services-vs-opencage.md)\n- [HERE Location Services vs Radar](https://www.anchorterminal.com/compare/here-location-services-vs-radar.md)\n- [HERE Location Services vs Stadia Maps](https://www.anchorterminal.com/compare/here-location-services-vs-stadia-maps.md)\n- [HERE Location Services vs TomTom Maps APIs + MCP](https://www.anchorterminal.com/compare/here-location-services-vs-tomtom.md)\n- [HERE Location Services vs Woosmap](https://www.anchorterminal.com/compare/here-location-services-vs-woosmap.md)\n- [LocationIQ vs NextBillion.ai](https://www.anchorterminal.com/compare/locationiq-vs-nextbillion.md)\n- [Mapbox APIs + MCP vs NextBillion.ai](https://www.anchorterminal.com/compare/mapbox-vs-nextbillion.md)\n- [MapQuest vs NextBillion.ai](https://www.anchorterminal.com/compare/mapquest-vs-nextbillion.md)\n- [MapTiler Cloud vs NextBillion.ai](https://www.anchorterminal.com/compare/maptiler-vs-nextbillion.md)\n- [NextBillion.ai vs Nominatim](https://www.anchorterminal.com/compare/nextbillion-vs-nominatim.md)\n- [NextBillion.ai vs OpenCage Geocoding API](https://www.anchorterminal.com/compare/nextbillion-vs-opencage.md)\n- [NextBillion.ai vs Radar](https://www.anchorterminal.com/compare/nextbillion-vs-radar.md)\n- [NextBillion.ai vs Stadia Maps](https://www.anchorterminal.com/compare/nextbillion-vs-stadia-maps.md)\n- [NextBillion.ai vs TomTom Maps APIs + MCP](https://www.anchorterminal.com/compare/nextbillion-vs-tomtom.md)\n- [NextBillion.ai vs Woosmap](https://www.anchorterminal.com/compare/nextbillion-vs-woosmap.md)\n",
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  "version": 1
}
