{
  "data": {
    "a": {
      "slug": "serper",
      "name": "Serper",
      "vendor": "Serper",
      "vendorUrl": "https://serper.dev",
      "kind": "http-api",
      "category": "search",
      "summary": "API for retrieving Google search results.",
      "url": "https://www.anchorterminal.com/tools/serper",
      "markdownUrl": "https://www.anchorterminal.com/tools/serper.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/serper.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/serper.json",
      "dns": "serper.grade.anchorterminal.com",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://google.serper.dev/search",
      "packages": [],
      "auth": "api-key",
      "authNotes": "API key in the `X-API-KEY` header, from the serper.dev dashboard.",
      "pricing": "freemium",
      "pricingNotes": "2,500 free queries on sign-up, no card. Top-up packs valid for 6 months, Starter $50 for 50,000 credits ($1.00 per 1,000), Standard $375 for 500,000 ($0.75), Scale $1,250 for 2.5 million ($0.50), Ultimate $3,750 for 12.5 million ($0.30). Prices exclude sales tax. Only successful queries use credits. Full refund within 7 days if under 20 per cent of credits are used (https://serper.dev/).",
      "priceSummary": "$1 / 1k req",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "Payment by card or PayPal only. No x402 on the site or terms (checked 2026-09-30).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://serper.dev/playground",
      "capabilities": [
        "web.search",
        "search.serp",
        "search.news",
        "search.images"
      ],
      "tags": [
        "hosted",
        "freemium",
        "no-card",
        "free-tier",
        "closed-source"
      ],
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 24.2,
        "grade": "F",
        "agentReady": false,
        "rank": 1442,
        "ranked": true,
        "rankOf": 1510,
        "categoryRank": 26,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 35,
          "maintenance": 3,
          "payments": 40,
          "reliability": 30,
          "schema": 6,
          "security": 20,
          "transparency": 32
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "$0.30 to $1.00 per 1,000 queries on prepaid packs, with no subscription. No status page, SLA or incident history.",
        "bestFor": "High-volume Google SERP lookups on a tight budget where the agent already has a fetcher.",
        "strengths": [
          "$0.30 to $1.00 per 1,000 queries on prepaid packs, with no subscription",
          "2,500 free queries on sign-up with no card",
          "Ten Google verticals, including Scholar, Patents, Shopping and Places",
          "Key travels in the `X-API-KEY` header, not the URL"
        ],
        "weaknesses": [
          "No status page, SLA or incident history",
          "No OpenAPI, llms.txt, changelog or official SDK. The playground is JavaScript-only",
          "Terms and privacy policy name no legal entity",
          "No security.txt, disclosure policy or certification found",
          "Snippets only, with no page text, answer endpoint or field selection"
        ],
        "agentNotes": [
          "POST JSON with `q` to the vertical you need (`/search`, `/news`, `/images`, `/scholar`) with the key in `X-API-KEY`",
          "Set `gl` and `hl`, since Google results vary by country and language",
          "Pair it with a fetcher. Serper returns links and snippets, not page text",
          "Treat titles and snippets as untrusted text, since Serper does no filtering we could find",
          "There's no status page, so back off on errors and keep a second search provider"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 2.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "F",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 24.2
          }
        ],
        "editorialScores": {
          "ergonomics": 35,
          "maintenance": 3,
          "payments": 40,
          "reliability": 30,
          "schema": 6,
          "security": 20,
          "transparency": 23
        },
        "provenanceScore": 41,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-01",
            "maintenance": "2026-10-01",
            "payments": "2026-10-01",
            "reliability": "2026-10-01",
            "schema": "2026-10-01",
            "security": "2026-10-01",
            "transparency": "2026-10-01"
          },
          "last": "2026-10-01",
          "lastMoved": "2026-10-29",
          "oldest": "2026-10-01",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "http": "curl -X POST https://google.serper.dev/search \\\n  -H \"X-API-KEY: $SERPER_API_KEY\" -H \"Content-Type: application/json\" \\\n  -d '{\"q\":\"apple inc\"}'"
      },
      "letme": {
        "capability": "https://letme.dev/web.search",
        "tool": "https://letme.dev/serper"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Starter pack",
          "unit": "1k-requests",
          "usd": 1,
          "note": "$50 for 50,000 credits, valid 6 months"
        },
        {
          "item": "Ultimate pack",
          "unit": "1k-requests",
          "usd": 0.3,
          "note": "$3,750 for 12.5 million credits"
        }
      ],
      "provenance": {
        "legalEntity": "",
        "domain": "serper.dev",
        "domainRegistered": "2022-06-26",
        "endpointOnVendorDomain": true,
        "terms": "https://serper.dev/terms",
        "privacy": "https://serper.dev/privacy",
        "statusPage": "",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "Terms and privacy policy name only 'Serper' and choose UK law. A UK company called SERPER LIMITED (14730440) was dissolved on 2024-08-20. We couldn't link it to the service.",
          "status.serper.dev redirects to statuspage.io's home page, so no status page is listed."
        ],
        "score": 41
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/serper.json",
      "live": {
        "slug": "serper",
        "probe": {
          "target": "https://google.serper.dev/search",
          "method": "get",
          "lastAt": "2026-11-07T19:22:32.40767866Z",
          "lastOk": true,
          "lastStatus": 403,
          "lastMs": 151,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 99.99,
          "p50ms24h": 153,
          "p95ms24h": 316,
          "samples24h": 238,
          "samples30d": 7920,
          "days": [
            {
              "date": "2026-10-07",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-08",
              "probes": 268,
              "ok": 268
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "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": 251
            },
            {
              "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": 250,
              "ok": 250
            },
            {
              "date": "2026-10-29",
              "probes": 249,
              "ok": 249
            },
            {
              "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": 248
            },
            {
              "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
            }
          ]
        },
        "securityTxt": {
          "url": "https://serper.dev/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T16:00:18.415738131Z"
        },
        "domain": {
          "domain": "serper.dev",
          "registered": "2022-06-26",
          "source": "https://pubapi.registry.google/rdap/domain/serper.dev",
          "checkedAt": "2026-11-01T14:24:34.023222196Z"
        },
        "pages": [
          {
            "url": "https://serper.dev/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-11-07T14:19:36.074109673Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "bbcc82fa89b1"
          },
          {
            "url": "https://serper.dev/terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-11-07T14:19:38.195257307Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "07d5e7051d3b"
          }
        ],
        "updatedAt": "2026-11-07T19:22:32.40767866Z"
      }
    },
    "answer": "SERPHouse scores 42.4 (E) on agent readiness against Serper's 24.2 (F), and leads in 5 of 7 scored categories. Serper leads on security \u0026 auth.",
    "b": {
      "slug": "serphouse",
      "name": "SERPHouse",
      "vendor": "Patoliya Infotech LLP",
      "vendorUrl": "https://www.serphouse.com",
      "kind": "http-api",
      "category": "search",
      "summary": "SERPHouse is a SERP API from Patoliya Infotech LLP in India that returns parsed Google, Bing and Yahoo results as JSON, live or scheduled, with a Scraper API for page HTML or Markdown and a hosted MCP server.",
      "url": "https://www.anchorterminal.com/tools/serphouse",
      "markdownUrl": "https://www.anchorterminal.com/tools/serphouse.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/serphouse.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/serphouse.json",
      "dns": "serphouse.grade.anchorterminal.com",
      "repo": "https://github.com/SERPHouse/serphouse-mcp",
      "transports": [
        "streamable-http",
        "stdio"
      ],
      "remoteUrl": "https://mcp.serphouse.com/YOUR_API_KEY/mcp",
      "packages": [
        {
          "registry": "npm",
          "name": "serphouse-mcp"
        }
      ],
      "auth": "api-key",
      "authNotes": "One API key per account, shown on the dashboard after a browser signup and email confirmation. Sent as `Authorization: Bearer` or as `api_token` in the query string. The hosted MCP server takes the key in its URL path. One account per user. No scopes or rotation found.",
      "pricing": "paid",
      "pricingNotes": "Basic $29.99 a month for 400,000 credits ($0.75 per 1,000 SERP requests) and Regular $49.99 for 800,000 ($0.62). Autocomplete $0.37 and $0.31, Top 100 Google $7.50 and $6.25 per 1,000. Custom plans by email. Free trial 4,000 credits for 7 days, no card. Credits don't roll over.",
      "priceSummary": "$0.75 / 1k req",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 on the pricing page, the docs, llms.txt or the MCP source (checked 2026-11-06). An empty balance returns 402 'Insufficient credits'.",
        "endpoints": []
      },
      "toolCount": 23,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-11-06"
      },
      "docsUrl": "https://www.serphouse.com/docs",
      "llmsTxt": "https://www.serphouse.com/llms.txt",
      "capabilities": [
        "search.serp",
        "web.search",
        "search.news",
        "search.images",
        "web.fetch"
      ],
      "tags": [
        "hosted",
        "paid",
        "no-card",
        "free-tier",
        "mcp",
        "remote-mcp",
        "llms-txt",
        "python",
        "india"
      ],
      "lastRelease": "2026-07-06",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 42.4,
        "grade": "E",
        "agentReady": false,
        "rank": 1283,
        "ranked": true,
        "rankOf": 1510,
        "categoryRank": 24,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 64,
          "maintenance": 23,
          "payments": 40,
          "reliability": 40,
          "schema": 66,
          "security": 11,
          "transparency": 50
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-06"
        },
        "negative": 0,
        "verdict": "SERPHouse returns parsed Google, Bing and Yahoo results at published prices from $0.62 per 1,000 requests, with a 23-tool MCP server and a 4,000-credit trial without a card. The hosted MCP puts the key in its URL, there is no status page, changelog or security contact, and the terms keep search history indefinitely.",
        "bestFor": "Low-cost Google, Bing and Yahoo result parsing for SEO and rank tracking, with many Google verticals.",
        "strengths": [
          "Published prices per 1,000 requests, $0.75 on Basic and $0.62 on Regular, with failed requests not charged",
          "Google web, news, images, shopping, jobs, videos, forums, local and autocomplete, plus Bing and Yahoo, in one API",
          "Hosted and stdio MCP server with 23 tools, typed Zod inputs and routing advice between tools, MIT licensed",
          "llms.txt and Markdown copies of the docs pages, with a status code table and per-engine examples",
          "Free trial of 4,000 credits for 7 days with no card"
        ],
        "weaknesses": [
          "The hosted MCP server takes the API key only in its URL path, and the REST API also accepts `api_token` in the query string",
          "No status page, changelog, security.txt, disclosure policy or certification found",
          "Terms keep search history indefinitely and advise users in the European Economic Area not to use the service",
          "The pricing page states a 99.99% uptime SLA and the docs 99.95%, with no SLA terms or credits found",
          "The home page sends readers to a playground 'on the Oxylabs dashboard', with no relationship to Oxylabs found"
        ],
        "agentNotes": [
          "Send the key as `Authorization: Bearer`, not as `api_token` in the URL",
          "Treat a 200 with `\"status\": \"error\"` and 'Please try again' as a failure and retry later",
          "Pass `loc` or `loc_id` for Google and Bing tools other than `serphouse_search`; find IDs with `serphouse_location_search`",
          "Use `serphouse_search` for plain lookups and `serphouse_serp_google_advanced` only when ranks beyond the top 10 are needed, at ten times the price",
          "Keep under 60 requests a minute on self-serve plans"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 42.4
          }
        ],
        "editorialScores": {
          "ergonomics": 64,
          "maintenance": 23,
          "payments": 40,
          "reliability": 40,
          "schema": 66,
          "security": 11,
          "transparency": 39
        },
        "provenanceScore": 61,
        "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": {
        "install": "npx serphouse-mcp",
        "http": "curl -X POST https://api.serphouse.com/serp/live \\\n  -H 'accept: application/json' \\\n  -H 'authorization: Bearer API_TOKEN' \\\n  -H 'content-type: application/json' \\\n  -d '{\"data\": {\"domain\": \"google.com\", \"lang\": \"en\", \"q\": \"Coffee\", \"loc\": \"Texas,United States\", \"device\": \"desktop\", \"serp_type\": \"web\"}}'",
        "config": {
          "mcpServers": {
            "serphouse": {
              "url": "https://mcp.serphouse.com/YOUR_SERPHouse_API_KEY/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/search.serp",
        "tool": "https://letme.dev/serphouse"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "SERP request, Basic",
          "unit": "1k-requests",
          "usd": 0.75,
          "note": "$29.99 a month for 400,000 credits"
        },
        {
          "item": "SERP request, Regular",
          "unit": "1k-requests",
          "usd": 0.62,
          "note": "$49.99 a month for 800,000 credits"
        },
        {
          "item": "Autocomplete request, Basic",
          "unit": "1k-requests",
          "usd": 0.37,
          "note": "$0.31 on Regular"
        },
        {
          "item": "Top 100 Google SERP, Basic",
          "unit": "1k-requests",
          "usd": 7.5,
          "note": "$6.25 on Regular"
        },
        {
          "item": "Basic plan",
          "unit": "month",
          "usd": 29.99,
          "note": "400,000 credits, no rollover"
        },
        {
          "item": "Regular plan",
          "unit": "month",
          "usd": 49.99,
          "note": "800,000 credits, no rollover"
        }
      ],
      "provenance": {
        "legalEntity": "Patoliya Infotech LLP",
        "domain": "serphouse.com",
        "domainRegistered": "2019-08-20",
        "endpointOnVendorDomain": true,
        "terms": "https://www.serphouse.com/terms-of-service",
        "privacy": "https://www.serphouse.com/privacy-policy",
        "statusPage": "",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-11-06",
        "notes": [
          "The terms name Patoliya Infotech LLP, a limited liability partnership incorporated in India, under Indian law with courts in Surat. The contact page gives an address in Utran, Surat, Gujarat.",
          "No effective or updated date was found on the terms or the privacy policy.",
          "www.serphouse.com/robots.txt allows all agents except /data/.",
          "The trial terms forbid 'scraping at scale or performing automated bulk data extraction' with trial credits. No clause on automated access to the website was found.",
          "/.well-known/security.txt answers 404. No status page is linked, and status.serphouse.com did not answer.",
          "RDAP gives serphouse.com a registration date of 20 August 2019; the about page says SERPHouse started in September 2019."
        ],
        "score": 61
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/serphouse.json",
      "live": {
        "slug": "serphouse",
        "probe": {
          "target": "https://mcp.serphouse.com/YOUR_API_KEY/mcp",
          "method": "get",
          "lastAt": "2026-11-07T19:22:32.462161347Z",
          "lastOk": true,
          "lastStatus": 400,
          "lastMs": 260,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 236,
          "p95ms24h": 348,
          "samples24h": 210,
          "samples30d": 210,
          "days": [
            {
              "date": "2026-11-06",
              "probes": 13,
              "ok": 13
            },
            {
              "date": "2026-11-07",
              "probes": 197,
              "ok": 197
            }
          ]
        },
        "versions": [
          {
            "registry": "github",
            "name": "SERPHouse/serphouse-mcp",
            "version": "1.1.0",
            "released": "2026-07-06",
            "seenAt": "2026-11-07T00:04:55.526969474Z"
          },
          {
            "registry": "npm",
            "name": "serphouse-mcp",
            "version": "1.1.0",
            "seenAt": "2026-11-07T00:04:54.741719814Z"
          }
        ],
        "githubStars": 10,
        "npmWeekly": 11,
        "securityTxt": {
          "url": "https://serphouse.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T15:59:39.38860304Z"
        },
        "llmsTxt": {
          "url": "https://www.serphouse.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-11-07T15:33:54.600324581Z"
        },
        "pages": [
          {
            "url": "https://www.serphouse.com/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-11-07T14:34:21.531839335Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "85f9c0a9e291"
          },
          {
            "url": "https://www.serphouse.com/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-11-07T14:34:24.703890347Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "171892dff54e"
          }
        ],
        "mcpTools": {
          "url": "https://mcp.serphouse.com/YOUR_SERPHouse_API_KEY/mcp",
          "checkedAt": "2026-11-07T01:47:41.660458875Z",
          "status": "ok",
          "protocol": "2025-11-25",
          "tools": [
            {
              "name": "serphouse_domain_list",
              "title": "Serphouse Domain List",
              "description": "List supported search domains. Call this before Yahoo searches — yahoo.com is not valid; use regional domains like uk.yahoo.com from this list.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {},
                "type": "object"
              }
            },
            {
              "name": "serphouse_language_list",
              "title": "Serphouse Language List",
              "description": "Get supported language codes for google, bing, or yahoo.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "type": {
                    "description": "Search engine language catalog to fetch.",
                    "enum": [
                      "google",
                      "bing",
                      "yahoo"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_location_search",
              "title": "Serphouse Location Search",
              "description": "Search Serphouse location ids and location strings for Google or Bing targeting.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "q": {
                    "description": "Location search term, for example texas or london.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "type": {
                    "default": "google",
                    "enum": [
                      "google",
                      "bing"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_account_info",
              "title": "Serphouse Account Info",
              "description": "Get Serphouse account plan and credit usage.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {},
                "type": "object"
              }
            },
            {
              "name": "serphouse_search",
              "title": "Serphouse Search",
              "description": "Default web search for agents — fast lightweight Google organic results via POST /web-search-lite. Only q is required; gl defaults to US. Use serphouse_google_web only when you need device, gfilter, or num_result. Use serphouse_serp_google_advanced for SEO rankings beyond top 10.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "date_range": {
                    "description": "Optional date filter: YYYY-MM-DD,YYYY-MM-DD or one of h, d, w, m, y. Omit for general searches — lite results may be empty when this is set.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "domain": {
                    "default": "google.com",
                    "minLength": 1,
                    "type": "string"
                  },
                  "gl": {
                    "description": "Two-letter ISO country code, e.g. US, IN, GB. Used when loc is omitted.",
                    "minLength": 1,
                    "pattern": "^[A-Za-z]{2}$",
                    "type": "string"
                  },
                  "lang": {
                    "default": "en",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Location name, e.g. Austin,Texas,United States. Provide loc or gl, not both.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "no_trace": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      },
                      {
                        "const": "true",
                        "type": "string"
                      },
                      {
                        "const": "false",
                        "type": "string"
                      },
                      {
                        "const": true,
                        "type": "boolean"
                      },
                      {
                        "const": false,
                        "type": "boolean"
                      }
                    ],
                    "description": "Enterprise only. Enables NoTrace mode when set to 1 or true."
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "verbatim": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      }
                    ]
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_google_web_lite",
              "title": "Serphouse Google Web Search (Lite)",
              "description": "Alias of serphouse_search — fast lightweight Google organic results via POST /web-search-lite. Prefer serphouse_search for general agent queries.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "date_range": {
                    "description": "Optional date filter: YYYY-MM-DD,YYYY-MM-DD or one of h, d, w, m, y. Omit for general searches — lite results may be empty when this is set.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "domain": {
                    "default": "google.com",
                    "minLength": 1,
                    "type": "string"
                  },
                  "gl": {
                    "description": "Two-letter ISO country code, e.g. US, IN, GB. Used when loc is omitted.",
                    "minLength": 1,
                    "pattern": "^[A-Za-z]{2}$",
                    "type": "string"
                  },
                  "lang": {
                    "default": "en",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Location name, e.g. Austin,Texas,United States. Provide loc or gl, not both.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "no_trace": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      },
                      {
                        "const": "true",
                        "type": "string"
                      },
                      {
                        "const": "false",
                        "type": "string"
                      },
                      {
                        "const": true,
                        "type": "boolean"
                      },
                      {
                        "const": false,
                        "type": "boolean"
                      }
                    ],
                    "description": "Enterprise only. Enables NoTrace mode when set to 1 or true."
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "verbatim": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      }
                    ]
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_google_web",
              "title": "Serphouse Google Web Search (Full)",
              "description": "Full Google web search via POST /google-web with device, gfilter, and num_result. Requires loc or loc_id. For general queries use serphouse_search instead.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "date_range": {
                    "description": "Date range as YYYY-MM-DD,YYYY-MM-DD or one of h, d, w, m, y.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "device": {
                    "default": "desktop",
                    "enum": [
                      "desktop",
                      "mobile"
                    ],
                    "type": "string"
                  },
                  "domain": {
                    "default": "google.com",
                    "minLength": 1,
                    "type": "string"
                  },
                  "gfilter": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      }
                    ]
                  },
                  "lang": {
                    "default": "en",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Required unless loc_id is provided. Location name, for example Austin,Texas,United States. Provide exactly one of loc or loc_id.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc_id": {
                    "anyOf": [
                      {
                        "exclusiveMinimum": 0,
                        "maximum": 9007199254740991,
                        "type": "integer"
                      },
                      {
                        "minLength": 1,
                        "pattern": "^\\d+$",
                        "type": "string"
                      }
                    ],
                    "description": "Required unless loc is provided. Serphouse location id from serphouse_location_search. Provide exactly one of loc_id or loc."
                  },
                  "no_trace": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      },
                      {
                        "const": "true",
                        "type": "string"
                      },
                      {
                        "const": "false",
                        "type": "string"
                      },
                      {
                        "const": true,
                        "type": "boolean"
                      },
                      {
                        "const": false,
                        "type": "boolean"
                      }
                    ],
                    "description": "Enterprise only. Enables NoTrace mode when set to 1 or true."
                  },
                  "num_result": {
                    "maximum": 10,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "verbatim": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      }
                    ]
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_google_image",
              "title": "Serphouse Google Image Search",
              "description": "Run a realtime Google image search via POST /google-image.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "date_range": {
                    "minLength": 1,
                    "type": "string"
                  },
                  "domain": {
                    "default": "google.com",
                    "minLength": 1,
                    "type": "string"
                  },
                  "lang": {
                    "default": "en",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Required unless loc_id is provided. Location name, for example Austin,Texas,United States. Provide exactly one of loc or loc_id.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc_id": {
                    "anyOf": [
                      {
                        "exclusiveMinimum": 0,
                        "maximum": 9007199254740991,
                        "type": "integer"
                      },
                      {
                        "minLength": 1,
                        "pattern": "^\\d+$",
                        "type": "string"
                      }
                    ],
                    "description": "Required unless loc is provided. Serphouse location id from serphouse_location_search. Provide exactly one of loc_id or loc."
                  },
                  "no_trace": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      },
                      {
                        "const": "true",
                        "type": "string"
                      },
                      {
                        "const": "false",
                        "type": "string"
                      },
                      {
                        "const": true,
                        "type": "boolean"
                      },
                      {
                        "const": false,
                        "type": "boolean"
                      }
                    ],
                    "description": "Enterprise only. Enables NoTrace mode when set to 1 or true."
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_google_news",
              "title": "Serphouse Google News Search",
              "description": "Run a realtime Google news search via POST /google-news.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "date_range": {
                    "minLength": 1,
                    "type": "string"
                  },
                  "device": {
                    "default": "desktop",
                    "enum": [
                      "desktop",
                      "mobile"
                    ],
                    "type": "string"
                  },
                  "domain": {
                    "default": "google.com",
                    "minLength": 1,
                    "type": "string"
                  },
                  "lang": {
                    "default": "en",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Required unless loc_id is provided. Location name, for example Austin,Texas,United States. Provide exactly one of loc or loc_id.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc_id": {
                    "anyOf": [
                      {
                        "exclusiveMinimum": 0,
                        "maximum": 9007199254740991,
                        "type": "integer"
                      },
                      {
                        "minLength": 1,
                        "pattern": "^\\d+$",
                        "type": "string"
                      }
                    ],
                    "description": "Required unless loc is provided. Serphouse location id from serphouse_location_search. Provide exactly one of loc_id or loc."
                  },
                  "no_trace": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      },
                      {
                        "const": "true",
                        "type": "string"
                      },
                      {
                        "const": "false",
                        "type": "string"
                      },
                      {
                        "const": true,
                        "type": "boolean"
                      },
                      {
                        "const": false,
                        "type": "boolean"
                      }
                    ],
                    "description": "Enterprise only. Enables NoTrace mode when set to 1 or true."
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_google_shop",
              "title": "Serphouse Google Shop Search",
              "description": "Run a realtime Google shopping search via POST /google-shop.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "domain": {
                    "default": "google.com",
                    "minLength": 1,
                    "type": "string"
                  },
                  "lang": {
                    "default": "en",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Required unless loc_id is provided. Location name, for example Austin,Texas,United States. Provide exactly one of loc or loc_id.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc_id": {
                    "anyOf": [
                      {
                        "exclusiveMinimum": 0,
                        "maximum": 9007199254740991,
                        "type": "integer"
                      },
                      {
                        "minLength": 1,
                        "pattern": "^\\d+$",
                        "type": "string"
                      }
                    ],
                    "description": "Required unless loc is provided. Serphouse location id from serphouse_location_search. Provide exactly one of loc_id or loc."
                  },
                  "no_trace": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      },
                      {
                        "const": "true",
                        "type": "string"
                      },
                      {
                        "const": "false",
                        "type": "string"
                      },
                      {
                        "const": true,
                        "type": "boolean"
                      },
                      {
                        "const": false,
                        "type": "boolean"
                      }
                    ],
                    "description": "Enterprise only. Enables NoTrace mode when set to 1 or true."
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_bing_web",
              "title": "Serphouse Bing Web Search",
              "description": "Run a realtime Bing web search via POST /bing-web.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "date_range": {
                    "minLength": 1,
                    "type": "string"
                  },
                  "device": {
                    "default": "desktop",
                    "enum": [
                      "desktop",
                      "mobile"
                    ],
                    "type": "string"
                  },
                  "lang": {
                    "default": "en-US",
                    "description": "Language code, for example en-US or fr-FR.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Required unless loc_id is provided. Location name, for example Austin,Texas,United States. Provide exactly one of loc or loc_id.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc_id": {
                    "anyOf": [
                      {
                        "exclusiveMinimum": 0,
                        "maximum": 9007199254740991,
                        "type": "integer"
                      },
                      {
                        "minLength": 1,
                        "pattern": "^\\d+$",
                        "type": "string"
                      }
                    ],
                    "description": "Required unless loc is provided. Serphouse location id from serphouse_location_search. Provide exactly one of loc_id or loc."
                  },
                  "no_trace": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      },
                      {
                        "const": "true",
                        "type": "string"
                      },
                      {
                        "const": "false",
                        "type": "string"
                      },
                      {
                        "const": true,
                        "type": "boolean"
                      },
                      {
                        "const": false,
                        "type": "boolean"
                      }
                    ],
                    "description": "Enterprise only. Enables NoTrace mode when set to 1 or true."
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_bing_image",
              "title": "Serphouse Bing Image Search",
              "description": "Run a realtime Bing image search via POST /bing-image.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "lang": {
                    "default": "en-US",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Required unless loc_id is provided. Location name, for example Austin,Texas,United States. Provide exactly one of loc or loc_id.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc_id": {
                    "anyOf": [
                      {
                        "exclusiveMinimum": 0,
                        "maximum": 9007199254740991,
                        "type": "integer"
                      },
                      {
                        "minLength": 1,
                        "pattern": "^\\d+$",
                        "type": "string"
                      }
                    ],
                    "description": "Required unless loc is provided. Serphouse location id from serphouse_location_search. Provide exactly one of loc_id or loc."
                  },
                  "no_trace": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      },
                      {
                        "const": "true",
                        "type": "string"
                      },
                      {
                        "const": "false",
                        "type": "string"
                      },
                      {
                        "const": true,
                        "type": "boolean"
                      },
                      {
                        "const": false,
                        "type": "boolean"
                      }
                    ],
                    "description": "Enterprise only. Enables NoTrace mode when set to 1 or true."
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_bing_news",
              "title": "Serphouse Bing News Search",
              "description": "Run a realtime Bing news search via POST /bing-news.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "device": {
                    "default": "desktop",
                    "enum": [
                      "desktop",
                      "mobile"
                    ],
                    "type": "string"
                  },
                  "lang": {
                    "default": "en-US",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Required unless loc_id is provided. Location name, for example Austin,Texas,United States. Provide exactly one of loc or loc_id.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc_id": {
                    "anyOf": [
                      {
                        "exclusiveMinimum": 0,
                        "maximum": 9007199254740991,
                        "type": "integer"
                      },
                      {
                        "minLength": 1,
                        "pattern": "^\\d+$",
                        "type": "string"
                      }
                    ],
                    "description": "Required unless loc is provided. Serphouse location id from serphouse_location_search. Provide exactly one of loc_id or loc."
                  },
                  "no_trace": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      },
                      {
                        "const": "true",
                        "type": "string"
                      },
                      {
                        "const": "false",
                        "type": "string"
                      },
                      {
                        "const": true,
                        "type": "boolean"
                      },
                      {
                        "const": false,
                        "type": "boolean"
                      }
                    ],
                    "description": "Enterprise only. Enables NoTrace mode when set to 1 or true."
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_yahoo_web",
              "title": "Serphouse Yahoo Web Search",
              "description": "Run a realtime Yahoo web search via POST /yahoo-web.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "device": {
                    "default": "desktop",
                    "enum": [
                      "desktop",
                      "mobile"
                    ],
                    "type": "string"
                  },
                  "domain": {
                    "default": "uk.yahoo.com",
                    "description": "Regional Yahoo domain from serphouse_domain_list, for example uk.yahoo.com or fr.yahoo.com. Do not use yahoo.com.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "lang": {
                    "default": "lang_en",
                    "description": "Yahoo language code, for example lang_en or lang_fr.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "no_trace": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      },
                      {
                        "const": "true",
                        "type": "string"
                      },
                      {
                        "const": "false",
                        "type": "string"
                      },
                      {
                        "const": true,
                        "type": "boolean"
                      },
                      {
                        "const": false,
                        "type": "boolean"
                      }
                    ],
                    "description": "Enterprise only. Enables NoTrace mode when set to 1 or true."
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_yahoo_image",
              "title": "Serphouse Yahoo Image Search",
              "description": "Run a realtime Yahoo image search via POST /yahoo-image.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "domain": {
                    "default": "uk.yahoo.com",
                    "description": "Regional Yahoo domain from serphouse_domain_list, for example uk.yahoo.com or fr.yahoo.com. Do not use yahoo.com.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "lang": {
                    "default": "lang_en",
                    "minLength": 1,
                    "type": "string"
                  },
                  "no_trace": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      },
                      {
                        "const": "true",
                        "type": "string"
                      },
                      {
                        "const": "false",
                        "type": "string"
                      },
                      {
                        "const": true,
                        "type": "boolean"
                      },
                      {
                        "const": false,
                        "type": "boolean"
                      }
                    ],
                    "description": "Enterprise only. Enables NoTrace mode when set to 1 or true."
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_yahoo_news",
              "title": "Serphouse Yahoo News Search",
              "description": "Run a realtime Yahoo news search via POST /yahoo-news.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "device": {
                    "default": "desktop",
                    "enum": [
                      "desktop",
                      "mobile"
                    ],
                    "type": "string"
                  },
                  "domain": {
                    "default": "uk.yahoo.com",
                    "description": "Regional Yahoo domain from serphouse_domain_list, for example uk.yahoo.com or fr.yahoo.com. Do not use yahoo.com.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "lang": {
                    "default": "lang_en",
                    "minLength": 1,
                    "type": "string"
                  },
                  "no_trace": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      },
                      {
                        "const": "true",
                        "type": "string"
                      },
                      {
                        "const": "false",
                        "type": "string"
                      },
                      {
                        "const": true,
                        "type": "boolean"
                      },
                      {
                        "const": false,
                        "type": "boolean"
                      }
                    ],
                    "description": "Enterprise only. Enables NoTrace mode when set to 1 or true."
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_serp_google_advanced",
              "title": "Serphouse Google Advanced SERP",
              "description": "SEO ranking checks: fetch up to 100 Google results in one request. Use max_pages 1–10 (~10 results per page). For general web search use serphouse_search; use this when rank position beyond the top 10 is needed.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "date_range": {
                    "description": "Date range as YYYY-MM-DD,YYYY-MM-DD or one of h, d, w, m, y.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "device": {
                    "default": "desktop",
                    "enum": [
                      "desktop",
                      "mobile"
                    ],
                    "type": "string"
                  },
                  "domain": {
                    "default": "google.com",
                    "minLength": 1,
                    "type": "string"
                  },
                  "gfilter": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      }
                    ]
                  },
                  "lang": {
                    "default": "en",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Required unless loc_id is provided. Location name, for example Austin,Texas,United States. Provide exactly one of loc or loc_id.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc_id": {
                    "anyOf": [
                      {
                        "exclusiveMinimum": 0,
                        "maximum": 9007199254740991,
                        "type": "integer"
                      },
                      {
                        "minLength": 1,
                        "pattern": "^\\d+$",
                        "type": "string"
                      }
                    ],
                    "description": "Required unless loc is provided. Serphouse location id from serphouse_location_search. Provide exactly one of loc_id or loc."
                  },
                  "max_pages": {
                    "default": 10,
                    "maximum": 10,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "serp_type": {
                    "default": "web",
                    "enum": [
                      "web",
                      "news",
                      "image",
                      "shop"
                    ],
                    "type": "string"
                  },
                  "verbatim": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      }
                    ]
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_google_jobs",
              "title": "Serphouse Google Jobs",
              "description": "Run a realtime Google Jobs search.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "date_range": {
                    "minLength": 1,
                    "type": "string"
                  },
                  "domain": {
                    "default": "google.com",
                    "minLength": 1,
                    "type": "string"
                  },
                  "lang": {
                    "default": "en",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Required unless loc_id is provided. Location name, for example Austin,Texas,United States. Provide exactly one of loc or loc_id.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc_id": {
                    "anyOf": [
                      {
                        "exclusiveMinimum": 0,
                        "maximum": 9007199254740991,
                        "type": "integer"
                      },
                      {
                        "minLength": 1,
                        "pattern": "^\\d+$",
                        "type": "string"
                      }
                    ],
                    "description": "Required unless loc is provided. Serphouse location id from serphouse_location_search. Provide exactly one of loc_id or loc."
                  },
                  "q": {
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_google_autocomplete",
              "title": "Serphouse Google Autocomplete",
              "description": "Get realtime localized Google autocomplete suggestions.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "client": {
                    "default": "chrome",
                    "enum": [
                      "chrome",
                      "chrome-omni",
                      "home_page",
                      "safari",
                      "firefox",
                      "youtube"
                    ],
                    "type": "string"
                  },
                  "lang": {
                    "default": "en",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Location name used to localize suggestions.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "q": {
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "required": [
                  "q",
                  "loc"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_google_videos",
              "title": "Serphouse Google Videos",
              "description": "Run a realtime Google Videos search with optional video filters.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "date_range": {
                    "description": "Date range as YYYY-MM-DD,YYYY-MM-DD or one of h, d, w, m, y.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "device": {
                    "default": "desktop",
                    "enum": [
                      "desktop",
                      "mobile"
                    ],
                    "type": "string"
                  },
                  "domain": {
                    "default": "google.com",
                    "minLength": 1,
                    "type": "string"
                  },
                  "lang": {
                    "default": "en",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Required unless loc_id is provided. Location name, for example Austin,Texas,United States. Provide exactly one of loc or loc_id.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc_id": {
                    "anyOf": [
                      {
                        "exclusiveMinimum": 0,
                        "maximum": 9007199254740991,
                        "type": "integer"
                      },
                      {
                        "minLength": 1,
                        "pattern": "^\\d+$",
                        "type": "string"
                      }
                    ],
                    "description": "Required unless loc is provided. Serphouse location id from serphouse_location_search. Provide exactly one of loc_id or loc."
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "video_captions": {
                    "const": "captioned",
                    "type": "string"
                  },
                  "video_duration": {
                    "enum": [
                      "short",
                      "medium",
                      "long"
                    ],
                    "type": "string"
                  },
                  "video_quality": {
                    "const": "high",
                    "type": "string"
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_google_short_videos",
              "title": "Serphouse Google Short Videos",
              "description": "Run a realtime Google Short Videos search.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "date_range": {
                    "description": "Date range as YYYY-MM-DD,YYYY-MM-DD or one of h, d, w, m, y.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "device": {
                    "default": "desktop",
                    "enum": [
                      "desktop",
                      "mobile"
                    ],
                    "type": "string"
                  },
                  "domain": {
                    "default": "google.com",
                    "minLength": 1,
                    "type": "string"
                  },
                  "lang": {
                    "default": "en",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Required unless loc_id is provided. Location name, for example Austin,Texas,United States. Provide exactly one of loc or loc_id.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc_id": {
                    "anyOf": [
                      {
                        "exclusiveMinimum": 0,
                        "maximum": 9007199254740991,
                        "type": "integer"
                      },
                      {
                        "minLength": 1,
                        "pattern": "^\\d+$",
                        "type": "string"
                      }
                    ],
                    "description": "Required unless loc is provided. Serphouse location id from serphouse_location_search. Provide exactly one of loc_id or loc."
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "video_captions": {
                    "const": "captioned",
                    "type": "string"
                  },
                  "video_quality": {
                    "const": "high",
                    "type": "string"
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_google_forums",
              "title": "Serphouse Google Forums",
              "description": "Run a realtime Google Forums search for discussions and community results.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "date_range": {
                    "description": "Date range as YYYY-MM-DD,YYYY-MM-DD or one of h, d, w, m, y.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "device": {
                    "default": "desktop",
                    "enum": [
                      "desktop",
                      "mobile"
                    ],
                    "type": "string"
                  },
                  "domain": {
                    "default": "google.com",
                    "minLength": 1,
                    "type": "string"
                  },
                  "lang": {
                    "default": "en",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Required unless loc_id is provided. Location name, for example Austin,Texas,United States. Provide exactly one of loc or loc_id.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc_id": {
                    "anyOf": [
                      {
                        "exclusiveMinimum": 0,
                        "maximum": 9007199254740991,
                        "type": "integer"
                      },
                      {
                        "minLength": 1,
                        "pattern": "^\\d+$",
                        "type": "string"
                      }
                    ],
                    "description": "Required unless loc is provided. Serphouse location id from serphouse_location_search. Provide exactly one of loc_id or loc."
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "description": "Search phrase to query.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "verbatim": {
                    "anyOf": [
                      {
                        "const": 0,
                        "type": "number"
                      },
                      {
                        "const": 1,
                        "type": "number"
                      },
                      {
                        "const": "0",
                        "type": "string"
                      },
                      {
                        "const": "1",
                        "type": "string"
                      }
                    ]
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            },
            {
              "name": "serphouse_google_local",
              "title": "Serphouse Google Local",
              "description": "Run a realtime Google Local search for local business results.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "properties": {
                  "domain": {
                    "default": "google.com",
                    "minLength": 1,
                    "type": "string"
                  },
                  "lang": {
                    "default": "en",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc": {
                    "description": "Required unless loc_id is provided. Location name, for example Austin,Texas,United States. Provide exactly one of loc or loc_id.",
                    "minLength": 1,
                    "type": "string"
                  },
                  "loc_id": {
                    "anyOf": [
                      {
                        "exclusiveMinimum": 0,
                        "maximum": 9007199254740991,
                        "type": "integer"
                      },
                      {
                        "minLength": 1,
                        "pattern": "^\\d+$",
                        "type": "string"
                      }
                    ],
                    "description": "Required unless loc is provided. Serphouse location id from serphouse_location_search. Provide exactly one of loc_id or loc."
                  },
                  "page": {
                    "exclusiveMinimum": 0,
                    "maximum": 9007199254740991,
                    "type": "integer"
                  },
                  "q": {
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "required": [
                  "q"
                ],
                "type": "object"
              }
            }
          ],
          "schemaTokens": 6824,
          "changedAt": "2026-11-07T01:47:41.660458875Z",
          "check": {
            "checker": "anchor-check/1.0",
            "totalTokens": 6824,
            "counts": {
              "error": 0,
              "note": 1,
              "warn": 43
            },
            "findings": [
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_bing_image",
                "message": "2 parameters without a description: lang, page",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_bing_news",
                "message": "3 parameters without a description: device, lang, page",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_bing_web",
                "message": "3 parameters without a description: date_range, device, page",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_google_autocomplete",
                "message": "3 parameters without a description: client, lang, q",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_google_forums",
                "message": "5 parameters without a description: device, domain, lang, page, verbatim",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_google_image",
                "message": "4 parameters without a description: date_range, domain, lang, page",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_google_jobs",
                "message": "4 parameters without a description: date_range, domain, lang, q",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_google_local",
                "message": "4 parameters without a description: domain, lang, page, q",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_google_news",
                "message": "5 parameters without a description: date_range, device, domain, lang, page",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_google_shop",
                "message": "3 parameters without a description: domain, lang, page",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_google_short_videos",
                "message": "6 parameters without a description: device, domain, lang, page, video_captions, video_quality",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_google_videos",
                "message": "7 parameters without a description: device, domain, lang, page, video_captions, video_duration and 1 more",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_google_web",
                "message": "7 parameters without a description: device, domain, gfilter, lang, num_result, page and 1 more",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_google_web_lite",
                "message": "4 parameters without a description: domain, lang, page, verbatim",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_location_search",
                "message": "1 parameter without a description: type",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_search",
                "message": "4 parameters without a description: domain, lang, page, verbatim",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_serp_google_advanced",
                "message": "8 parameters without a description: device, domain, gfilter, lang, max_pages, page and 2 more",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_yahoo_image",
                "message": "2 parameters without a description: lang, page",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_yahoo_news",
                "message": "3 parameters without a description: device, lang, page",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "serphouse_yahoo_web",
                "message": "2 parameters without a description: device, page",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_account_info",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Its name starts with \"info\"; if it only reads, set readOnlyHint: true so harnesses can run it without asking."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_bing_image",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_bing_news",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_bing_web",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_domain_list",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Its name starts with \"list\"; if it only reads, set readOnlyHint: true so harnesses can run it without asking."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_google_autocomplete",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_google_forums",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_google_image",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_google_jobs",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_google_local",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_google_news",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_google_shop",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_google_short_videos",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_google_videos",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_google_web",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_google_web_lite",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_language_list",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Its name starts with \"list\"; if it only reads, set readOnlyHint: true so harnesses can run it without asking."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_location_search",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Its name starts with \"search\"; if it only reads, set readOnlyHint: true so harnesses can run it without asking."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_search",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Its name starts with \"search\"; if it only reads, set readOnlyHint: true so harnesses can run it without asking."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_serp_google_advanced",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_yahoo_image",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_yahoo_news",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC16",
                "severity": "warn",
                "tool": "serphouse_yahoo_web",
                "message": "no readOnlyHint or destructiveHint",
                "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
              },
              {
                "rule": "TC24",
                "severity": "note",
                "message": "23 of 23 tools have no outputSchema",
                "fix": "Declare outputSchema for tools that return structured data, and return structuredContent that matches it."
              }
            ]
          }
        },
        "updatedAt": "2026-11-07T19:22:32.462161347Z"
      }
    },
    "edges": [
      {
        "by": 60,
        "category": "schema",
        "leads": "serphouse",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "No OpenAPI or other spec (0). serper.dev/llms.txt returns 404 and there are no Markdown docs (0). The documentation is the playground, a JavaScript page that showed us no text. Per the 30 September check it lists the verticals and parameters such as `gl` and `hl`, so a few points for descriptions (3) and typed inputs (3). No examples or error responses we could read (0). No changelog or API versioning (0).",
          "b": "No OpenAPI or similar contract for the REST API. The MCP server's tools carry typed Zod schemas, published in the source and a static server card (18 of 25). llms.txt at the site and the docs, and every docs page as Markdown (10). MCP tool descriptions say which tool to use for what, such as `serphouse_google_web` when device or `num_result` is needed, while the docs pages lead with marketing lines such as 'Unlock captivating Google video content' (12 of 20). Enums for device, SERP type, engine and video duration, defaults and 37 described parameters (11 of 15). A status code table and request examples per engine, with a generic error body (12 of 15). No changelog or API versioning; only the MCP server has tags (3 of 15). 18 + 10 + 12 + 11 + 12 + 3 = 66."
        },
        "scores": {
          "a": 6,
          "b": 66
        }
      },
      {
        "by": 29,
        "category": "ergonomics",
        "leads": "serphouse",
        "name": "Agent ergonomics",
        "reasons": {
          "a": "Responses are compact SERP JSON with no field selection or Markdown option found (10). Country and language parameters per the 30 September check, and ten separate verticals. We couldn't confirm pagination or result-count parameters from the docs (8). No documented error responses (0). Searches are read-only and only successful queries use credits, per the 30 September check of the home page (10). One required field (`q`) and no official SDK (7).",
          "b": "23 MCP tools with no toolsets or filtering (15 of 25). `num_result`, `max_pages`, paging, device, location, language, date and video filters (16 of 20). Status codes are tabulated, but a 200 can also mean an error and the body carries only 'Please try again' (10 of 20). Searches only read and failed requests aren't charged, but the MCP tools carry no readOnlyHint or other annotations (10 of 20). `serphouse_search` needs only `q` and defaults to the US; most other tools need `loc` or `loc_id`. Official Node.js, PHP and Python SDKs are documented (13 of 15). 15 + 16 + 10 + 10 + 13 = 64."
        },
        "scores": {
          "a": 35,
          "b": 64
        }
      },
      {
        "by": 20,
        "category": "maintenance",
        "leads": "serphouse",
        "name": "Maintenance \u0026 community",
        "reasons": {
          "a": "No changelog, release notes, SDK or package found, so no dated release or API change to count (0, 0). No public changelog. Support is by email per the privacy policy (3). No official SDKs (0). No packages or CI to assess (0).",
          "b": "Read for a closed service, with its repositories read as code. No changelog or dated API change was found. The newest release is MCP server 1.1.0 on 6 July 2026, 123 days before 6 November, and the last commit in its repository was on 22 July (10). No release or dated change in the 90 days from 8 August; the about page's 2026 entry (Forums, Place Details and Scraper APIs) is undated (0). No changelog; support by email. Issues weren't read, since the GitHub API refused us for its rate limit (5 of 25). Not in the official MCP registry, though the repository's server.json names io.github.SERPHouse/serphouse-mcp. Node.js SDK last changed 24 June 2026, PHP SDK 10 May 2024, and no Python SDK repository was found under the SERPHouse organisation (5 of 15). The MCP repository has an npm publish workflow and no tests (3 of 10). 10 + 0 + 5 + 5 + 3 = 23."
        },
        "scores": {
          "a": 3,
          "b": 23
        }
      },
      {
        "by": 18,
        "category": "transparency",
        "leads": "serphouse",
        "name": "Transparency \u0026 trust",
        "reasons": {
          "a": "Closed service. The terms exist (last updated 29 May 2024, UK law) but name no legal entity, only 'Serper' (8). The privacy policy (5 November 2025) says the service 'should normally not lead to the processing of personal data' and keeps account data for the life of the account, but states no retention period for queries or results (10). No deprecation policy or dated notices (0). Subprocessors are described by category (payments, email, hosting) without names, with transfers outside the EEA under Standard Contractual Clauses (5).",
          "b": "Closed service under terms naming Patoliya Infotech LLP in India, and the MCP server is MIT (18 of 30). The terms give retention periods (JSON results up to 6 months, HTML up to 1 month, search history indefinitely) and say personal data sits on DigitalOcean in India, and they advise EEA users not to use the service. The privacy policy is generic and neither document carries a date (15 of 30). No deprecation policy, and the terms allow products to be discontinued without notice (0 of 20). DigitalOcean in India named for account data; no sub-processor list (6 of 20). 18 + 15 + 0 + 6 = 39."
        },
        "scores": {
          "a": 32,
          "b": 50
        }
      },
      {
        "by": 10,
        "category": "reliability",
        "leads": "serphouse",
        "name": "Reliability",
        "reasons": {
          "a": "No status page. status.serper.dev answers with a 302 to Atlassian's Statuspage marketing site (0). No readable incident history (5). Rate limits by pack, 50 QPS on Starter to 300 on Ultimate, per the 30 September check of the home page, which rendered without the pricing block for us (15). No 429 or retry guidance found (0). No SLA in the terms (0). GA (10).",
          "b": "Read with the hosted lines. No status page is linked from the site or docs, and status.serphouse.com did not answer on 6 November 2026 (0). No readable incident history (5). Rate limits published, 60 requests a minute and 60 concurrent on every self-serve plan (15). 429 is documented as 'slow down', and a 200 can carry `\"status\": \"error\"` with 'Please try again', with no Retry-After or backoff guidance. Failed requests aren't charged (5 of 15). The pricing page lists a 99.99% uptime SLA on Basic and Regular and the docs a 99.95% one, but no SLA terms or credits were found in the terms (5 of 10). Generally available (10). 0 + 5 + 15 + 5 + 5 + 10 = 40."
        },
        "scores": {
          "a": 30,
          "b": 40
        }
      },
      {
        "by": 9,
        "category": "security",
        "leads": "serper",
        "name": "Security \u0026 auth",
        "reasons": {
          "a": "API key in the `X-API-KEY` header, never in the URL. No scopes, multiple keys or rotation found (10). Read-only search with no write surface, but no MCP annotations or least-privilege mode (10). Returns third-party titles and snippets with no prompt-injection guidance (0). No per-call log or audit trail found outside the logged-in dashboard, which we couldn't see (0). serper.dev/.well-known/security.txt returns 404, and we found no disclosure policy, bug bounty or certification (0).",
          "b": "One key per account, one account per user, no scopes or rotation found (10). The REST API documents `api_token` in the query string and the hosted MCP server takes the key only in its URL path, less 10 (0 of 30). Searches only read, with no read-only or restricted key (8 of 20). Results are third-party snippets and AI Overview text, with no prompt-injection guidance (0). An account tool shows plan and credit usage; no per-call log was found (3 of 15). No security.txt (404), disclosure policy, bug bounty or certification found (0 of 20). 0 + 8 + 0 + 3 + 0 = 11."
        },
        "scores": {
          "a": 20,
          "b": 11
        }
      }
    ],
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Serper",
        "b": "Patoliya Infotech LLP",
        "name": "Vendor"
      },
      {
        "a": "https://google.serper.dev/search",
        "b": "https://mcp.serphouse.com/YOUR_API_KEY/mcp",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP",
        "b": "Streamable HTTP, stdio",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Paid",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "none",
        "b": "23",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "none",
        "b": "2026-07-06",
        "name": "Last release"
      },
      {
        "a": "2024-05-29",
        "b": "no date given",
        "name": "Terms last updated"
      },
      {
        "a": "2025-11-05",
        "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": "yes",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "yes",
        "b": "yes",
        "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"
      },
      {
        "a": "2.5/5 (2)",
        "b": "none",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "SERPHouse scores 42.4 (E) on agent readiness against Serper's 24.2 (F), and leads in 5 of 7 scored categories. Serper leads on security \u0026 auth.",
        "question": "Which is better for AI agents, Serper or SERPHouse?"
      },
      {
        "answer": "Both need an API key.",
        "question": "Do Serper and SERPHouse need an API key?"
      },
      {
        "answer": "Yes. Serper has a hosted endpoint at https://google.serper.dev/search and SERPHouse at https://mcp.serphouse.com/YOUR_API_KEY/mcp.",
        "question": "Can an agent call Serper and SERPHouse without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Security \u0026 auth, 20 against 11"
        ],
        "also": null,
        "goodFor": "High-volume Google SERP lookups on a tight budget where the agent already has a fetcher.",
        "slug": "serper",
        "watchFor": "No status page, SLA or incident history"
      },
      {
        "aheadOn": [
          "Reliability, 40 against 30",
          "Schema \u0026 documentation, 66 against 6",
          "Agent ergonomics, 64 against 35",
          "Maintenance \u0026 community, 23 against 3",
          "Transparency \u0026 trust, 50 against 32"
        ],
        "also": [
          "Runs on your own machine"
        ],
        "goodFor": "Low-cost Google, Bing and Yahoo result parsing for SEO and rank tracking, with many Google verticals.",
        "slug": "serphouse",
        "watchFor": "The hosted MCP server takes the API key only in its URL path, and the REST API also accepts `api_token` in the query string"
      }
    ],
    "history": {
      "serper": [
        {
          "causes": [
            "evidence"
          ],
          "date": "2026-10-29",
          "delta": -0.3,
          "from": 24.5,
          "fromGrade": "F",
          "to": 24.2,
          "toGrade": "F"
        },
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-27",
          "delta": 0.4,
          "from": 24.1,
          "fromGrade": "F",
          "to": 24.5,
          "toGrade": "F"
        },
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-08",
          "delta": -0.2,
          "from": 24.3,
          "fromGrade": "F",
          "to": 24.1,
          "toGrade": "F"
        }
      ],
      "serphouse": null
    },
    "job": {
      "capability": "web.search",
      "name": "Web search"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-serper.json",
        "title": "Web Search Tool on Amazon Bedrock AgentCore vs Serper",
        "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-serphouse.json",
        "title": "Web Search Tool on Amazon Bedrock AgentCore vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/arcmira-vs-serper.json",
        "title": "Arcmira vs Serper",
        "url": "https://www.anchorterminal.com/compare/arcmira-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bing-grounding-vs-serper.json",
        "title": "Grounding with Bing Search vs Serper",
        "url": "https://www.anchorterminal.com/compare/bing-grounding-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bing-grounding-vs-serphouse.json",
        "title": "Grounding with Bing Search vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/bing-grounding-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/brave-search-mcp-vs-serper.json",
        "title": "Brave Search API + MCP vs Serper",
        "url": "https://www.anchorterminal.com/compare/brave-search-mcp-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/brave-search-mcp-vs-serphouse.json",
        "title": "Brave Search API + MCP vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/brave-search-mcp-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cloudflare-web-search-vs-serper.json",
        "title": "Cloudflare Web Search API vs Serper",
        "url": "https://www.anchorterminal.com/compare/cloudflare-web-search-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cloudflare-web-search-vs-serphouse.json",
        "title": "Cloudflare Web Search API vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/cloudflare-web-search-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-search-api-vs-serper.json",
        "title": "DeepSeek Search and Fetch API vs Serper",
        "url": "https://www.anchorterminal.com/compare/deepseek-search-api-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-search-api-vs-serphouse.json",
        "title": "DeepSeek Search and Fetch API vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/deepseek-search-api-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/exa-mcp-vs-serper.json",
        "title": "Exa API + MCP vs Serper",
        "url": "https://www.anchorterminal.com/compare/exa-mcp-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/exa-mcp-vs-serphouse.json",
        "title": "Exa API + MCP vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/exa-mcp-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-serper.json",
        "title": "Firecrawl MCP vs Serper",
        "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grep-ai-vs-serper.json",
        "title": "Grep AI vs Serper",
        "url": "https://www.anchorterminal.com/compare/grep-ai-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kagi-search-vs-serper.json",
        "title": "Kagi Search API vs Serper",
        "url": "https://www.anchorterminal.com/compare/kagi-search-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kagi-search-vs-serphouse.json",
        "title": "Kagi Search API vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/kagi-search-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/linkup-vs-serper.json",
        "title": "Linkup vs Serper",
        "url": "https://www.anchorterminal.com/compare/linkup-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/linkup-vs-serphouse.json",
        "title": "Linkup vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/linkup-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mojeek-vs-serper.json",
        "title": "Mojeek Web Search API vs Serper",
        "url": "https://www.anchorterminal.com/compare/mojeek-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mojeek-vs-serphouse.json",
        "title": "Mojeek Web Search API vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/mojeek-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/parallel-search-api-vs-serper.json",
        "title": "Parallel Search and Task APIs vs Serper",
        "url": "https://www.anchorterminal.com/compare/parallel-search-api-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/parallel-search-api-vs-serphouse.json",
        "title": "Parallel Search and Task APIs vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/parallel-search-api-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/perplexity-search-api-vs-serper.json",
        "title": "Perplexity Search API vs Serper",
        "url": "https://www.anchorterminal.com/compare/perplexity-search-api-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/perplexity-search-api-vs-serphouse.json",
        "title": "Perplexity Search API vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/perplexity-search-api-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/searchapi-io-vs-serper.json",
        "title": "SearchAPI.io vs Serper",
        "url": "https://www.anchorterminal.com/compare/searchapi-io-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/searchapi-io-vs-serphouse.json",
        "title": "SearchAPI.io vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/searchapi-io-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/serpapi-vs-serper.json",
        "title": "SerpApi vs Serper",
        "url": "https://www.anchorterminal.com/compare/serpapi-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/serpapi-vs-serphouse.json",
        "title": "SerpApi vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/serpapi-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/serper-vs-serpkite.json",
        "title": "Serper vs SerpKite",
        "url": "https://www.anchorterminal.com/compare/serper-vs-serpkite"
      },
      {
        "json": "https://www.anchorterminal.com/compare/serper-vs-specstream.json",
        "title": "Serper vs SpecStream",
        "url": "https://www.anchorterminal.com/compare/serper-vs-specstream"
      },
      {
        "json": "https://www.anchorterminal.com/compare/serper-vs-tavily-mcp.json",
        "title": "Serper vs Tavily API + MCP",
        "url": "https://www.anchorterminal.com/compare/serper-vs-tavily-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/serper-vs-tinyfish-search.json",
        "title": "Serper vs TinyFish Search",
        "url": "https://www.anchorterminal.com/compare/serper-vs-tinyfish-search"
      },
      {
        "json": "https://www.anchorterminal.com/compare/serper-vs-valyu.json",
        "title": "Serper vs Valyu",
        "url": "https://www.anchorterminal.com/compare/serper-vs-valyu"
      },
      {
        "json": "https://www.anchorterminal.com/compare/serper-vs-you-com-api.json",
        "title": "Serper vs You.com APIs",
        "url": "https://www.anchorterminal.com/compare/serper-vs-you-com-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/serphouse-vs-specstream.json",
        "title": "SERPHouse vs SpecStream",
        "url": "https://www.anchorterminal.com/compare/serphouse-vs-specstream"
      },
      {
        "json": "https://www.anchorterminal.com/compare/serphouse-vs-tavily-mcp.json",
        "title": "SERPHouse vs Tavily API + MCP",
        "url": "https://www.anchorterminal.com/compare/serphouse-vs-tavily-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/serphouse-vs-tinyfish-search.json",
        "title": "SERPHouse vs TinyFish Search",
        "url": "https://www.anchorterminal.com/compare/serphouse-vs-tinyfish-search"
      },
      {
        "json": "https://www.anchorterminal.com/compare/serphouse-vs-valyu.json",
        "title": "SERPHouse vs Valyu",
        "url": "https://www.anchorterminal.com/compare/serphouse-vs-valyu"
      },
      {
        "json": "https://www.anchorterminal.com/compare/serphouse-vs-you-com-api.json",
        "title": "SERPHouse vs You.com APIs",
        "url": "https://www.anchorterminal.com/compare/serphouse-vs-you-com-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fetch-reference-server-vs-serphouse.json",
        "title": "Fetch (MCP reference server) vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/fetch-reference-server-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/newscatcher-vs-serper.json",
        "title": "NewsCatcher vs Serper",
        "url": "https://www.anchorterminal.com/compare/newscatcher-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/newscatcher-vs-serphouse.json",
        "title": "NewsCatcher vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/newscatcher-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/liner-mcp-vs-serper.json",
        "title": "Liner Search MCP vs Serper",
        "url": "https://www.anchorterminal.com/compare/liner-mcp-vs-serper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/liner-mcp-vs-serphouse.json",
        "title": "Liner Search MCP vs SERPHouse",
        "url": "https://www.anchorterminal.com/compare/liner-mcp-vs-serphouse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/serphouse-vs-serpkite.json",
        "title": "SERPHouse vs SerpKite",
        "url": "https://www.anchorterminal.com/compare/serphouse-vs-serpkite"
      }
    ],
    "panel": null,
    "scores": [
      {
        "by": 10,
        "edge": "serphouse",
        "key": "reliability",
        "name": "Reliability",
        "serper": 30,
        "serphouse": 40,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 60,
        "edge": "serphouse",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "serper": 6,
        "serphouse": 66,
        "weight": 13
      },
      {
        "by": 29,
        "edge": "serphouse",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "serper": 35,
        "serphouse": 64,
        "weight": 13
      },
      {
        "by": 9,
        "edge": "serper",
        "key": "security",
        "name": "Security \u0026 auth",
        "serper": 20,
        "serphouse": 11,
        "weight": 14
      },
      {
        "by": 0,
        "edge": "",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "serper": 40,
        "serphouse": 40,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 20,
        "edge": "serphouse",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "serper": 3,
        "serphouse": 23,
        "weight": 7
      },
      {
        "by": 18,
        "edge": "serphouse",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "serper": 32,
        "serphouse": 50,
        "weight": 7
      }
    ],
    "summary": "SERPHouse scores 42.4 (E) on agent readiness against Serper's 24.2 (F), and leads in 5 of 7 scored categories. Serper leads on security \u0026 auth. Both do web search.",
    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "serper": "$0.30 to $1.00 per 1,000 queries on prepaid packs, with no subscription. No status page, SLA or incident history.",
      "serphouse": "SERPHouse returns parsed Google, Bing and Yahoo results at published prices from $0.62 per 1,000 requests, with a 23-tool MCP server and a 4,000-credit trial without a card. The hosted MCP puts the key in its URL, there is no status page, changelog or security contact, and the terms keep search history indefinitely."
    }
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  "kind": "anchor.page",
  "links": {
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    "html": "https://www.anchorterminal.com/compare/serper-vs-serphouse",
    "json": "https://www.anchorterminal.com/compare/serper-vs-serphouse.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
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  "markdown": "SERPHouse scores 42.4 (E) on agent readiness against Serper's 24.2 (F), and leads in 5 of 7 scored categories. Serper leads on security \u0026 auth. Both do web search.\n\n- Serper: grade F, 24.2/100, rank #1442 of 1510. Markdown https://www.anchorterminal.com/tools/serper.md · JSON https://www.anchorterminal.com/api/v1/tools/serper.json\n- SERPHouse: grade E, 42.4/100, rank #1283 of 1510. Markdown https://www.anchorterminal.com/tools/serphouse.md · JSON https://www.anchorterminal.com/api/v1/tools/serphouse.json\n- Best web search APIs for AI agents: https://www.anchorterminal.com/best/search/index.md\n- All 326 search comparisons: https://www.anchorterminal.com/compare/search/index.md\n\n## Which one, for what\n\n### Serper (F)\n\nGood for: High-volume Google SERP lookups on a tight budget where the agent already has a fetcher.\n\nAhead on:\n- Security \u0026 auth, 20 against 11\n\nWatch for: No status page, SLA or incident history\n\n### SERPHouse (E)\n\nGood for: Low-cost Google, Bing and Yahoo result parsing for SEO and rank tracking, with many Google verticals.\n\nAhead on:\n- Reliability, 40 against 30\n- Schema \u0026 documentation, 66 against 6\n- Agent ergonomics, 64 against 35\n- Maintenance \u0026 community, 23 against 3\n- Transparency \u0026 trust, 50 against 32\n\nAlso in its favour:\n- Runs on your own machine\n\nWatch for: The hosted MCP server takes the API key only in its URL path, and the REST API also accepts `api_token` in the query string\n\n\n## Why the edge\n\n### Schema \u0026 documentation: SERPHouse +60\n\n- Serper (6): No OpenAPI or other spec (0). serper.dev/llms.txt returns 404 and there are no Markdown docs (0). The documentation is the playground, a JavaScript page that showed us no text. Per the 30 September check it lists the verticals and parameters such as `gl` and `hl`, so a few points for descriptions (3) and typed inputs (3). No examples or error responses we could read (0). No changelog or API versioning (0).\n- SERPHouse (66): No OpenAPI or similar contract for the REST API. The MCP server's tools carry typed Zod schemas, published in the source and a static server card (18 of 25). llms.txt at the site and the docs, and every docs page as Markdown (10). MCP tool descriptions say which tool to use for what, such as `serphouse_google_web` when device or `num_result` is needed, while the docs pages lead with marketing lines such as 'Unlock captivating Google video content' (12 of 20). Enums for device, SERP type, engine and video duration, defaults and 37 described parameters (11 of 15). A status code table and request examples per engine, with a generic error body (12 of 15). No changelog or API versioning; only the MCP server has tags (3 of 15). 18 + 10 + 12 + 11 + 12 + 3 = 66.\n\n### Agent ergonomics: SERPHouse +29\n\n- Serper (35): Responses are compact SERP JSON with no field selection or Markdown option found (10). Country and language parameters per the 30 September check, and ten separate verticals. We couldn't confirm pagination or result-count parameters from the docs (8). No documented error responses (0). Searches are read-only and only successful queries use credits, per the 30 September check of the home page (10). One required field (`q`) and no official SDK (7).\n- SERPHouse (64): 23 MCP tools with no toolsets or filtering (15 of 25). `num_result`, `max_pages`, paging, device, location, language, date and video filters (16 of 20). Status codes are tabulated, but a 200 can also mean an error and the body carries only 'Please try again' (10 of 20). Searches only read and failed requests aren't charged, but the MCP tools carry no readOnlyHint or other annotations (10 of 20). `serphouse_search` needs only `q` and defaults to the US; most other tools need `loc` or `loc_id`. Official Node.js, PHP and Python SDKs are documented (13 of 15). 15 + 16 + 10 + 10 + 13 = 64.\n\n### Maintenance \u0026 community: SERPHouse +20\n\n- Serper (3): No changelog, release notes, SDK or package found, so no dated release or API change to count (0, 0). No public changelog. Support is by email per the privacy policy (3). No official SDKs (0). No packages or CI to assess (0).\n- SERPHouse (23): Read for a closed service, with its repositories read as code. No changelog or dated API change was found. The newest release is MCP server 1.1.0 on 6 July 2026, 123 days before 6 November, and the last commit in its repository was on 22 July (10). No release or dated change in the 90 days from 8 August; the about page's 2026 entry (Forums, Place Details and Scraper APIs) is undated (0). No changelog; support by email. Issues weren't read, since the GitHub API refused us for its rate limit (5 of 25). Not in the official MCP registry, though the repository's server.json names io.github.SERPHouse/serphouse-mcp. Node.js SDK last changed 24 June 2026, PHP SDK 10 May 2024, and no Python SDK repository was found under the SERPHouse organisation (5 of 15). The MCP repository has an npm publish workflow and no tests (3 of 10). 10 + 0 + 5 + 5 + 3 = 23.\n\n### Transparency \u0026 trust: SERPHouse +18\n\n- Serper (32): Closed service. The terms exist (last updated 29 May 2024, UK law) but name no legal entity, only 'Serper' (8). The privacy policy (5 November 2025) says the service 'should normally not lead to the processing of personal data' and keeps account data for the life of the account, but states no retention period for queries or results (10). No deprecation policy or dated notices (0). Subprocessors are described by category (payments, email, hosting) without names, with transfers outside the EEA under Standard Contractual Clauses (5).\n- SERPHouse (50): Closed service under terms naming Patoliya Infotech LLP in India, and the MCP server is MIT (18 of 30). The terms give retention periods (JSON results up to 6 months, HTML up to 1 month, search history indefinitely) and say personal data sits on DigitalOcean in India, and they advise EEA users not to use the service. The privacy policy is generic and neither document carries a date (15 of 30). No deprecation policy, and the terms allow products to be discontinued without notice (0 of 20). DigitalOcean in India named for account data; no sub-processor list (6 of 20). 18 + 15 + 0 + 6 = 39.\n\n### Reliability: SERPHouse +10\n\n- Serper (30): No status page. status.serper.dev answers with a 302 to Atlassian's Statuspage marketing site (0). No readable incident history (5). Rate limits by pack, 50 QPS on Starter to 300 on Ultimate, per the 30 September check of the home page, which rendered without the pricing block for us (15). No 429 or retry guidance found (0). No SLA in the terms (0). GA (10).\n- SERPHouse (40): Read with the hosted lines. No status page is linked from the site or docs, and status.serphouse.com did not answer on 6 November 2026 (0). No readable incident history (5). Rate limits published, 60 requests a minute and 60 concurrent on every self-serve plan (15). 429 is documented as 'slow down', and a 200 can carry `\"status\": \"error\"` with 'Please try again', with no Retry-After or backoff guidance. Failed requests aren't charged (5 of 15). The pricing page lists a 99.99% uptime SLA on Basic and Regular and the docs a 99.95% one, but no SLA terms or credits were found in the terms (5 of 10). Generally available (10). 0 + 5 + 15 + 5 + 5 + 10 = 40.\n\n### Security \u0026 auth: Serper +9\n\n- Serper (20): API key in the `X-API-KEY` header, never in the URL. No scopes, multiple keys or rotation found (10). Read-only search with no write surface, but no MCP annotations or least-privilege mode (10). Returns third-party titles and snippets with no prompt-injection guidance (0). No per-call log or audit trail found outside the logged-in dashboard, which we couldn't see (0). serper.dev/.well-known/security.txt returns 404, and we found no disclosure policy, bug bounty or certification (0).\n- SERPHouse (11): One key per account, one account per user, no scopes or rotation found (10). The REST API documents `api_token` in the query string and the hosted MCP server takes the key only in its URL path, less 10 (0 of 30). Searches only read, with no read-only or restricted key (8 of 20). Results are third-party snippets and AI Overview text, with no prompt-injection guidance (0). An account tool shows plan and credit usage; no per-call log was found (3 of 15). No security.txt (404), disclosure policy, bug bounty or certification found (0 of 20). 0 + 8 + 0 + 3 + 0 = 11.\n\n## Score by category\n\n| Category | Weight | Serper | SERPHouse | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 30 | 40 | SERPHouse +10 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 6 | 66 | SERPHouse +60 |\n| Agent ergonomics | 13% (16.2 this run) | 35 | 64 | SERPHouse +29 |\n| Security \u0026 auth | 14% (17.5 this run) | 20 | 11 | Serper +9 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 40 | 40 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 3 | 23 | SERPHouse +20 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 32 | 50 | SERPHouse +18 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **24.2 · F** | **42.4 · E** | |\n\n## Facts side by side\n\n| Fact | Serper | SERPHouse |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Serper | Patoliya Infotech LLP |\n| Hosted endpoint | `https://google.serper.dev/search` | `https://mcp.serphouse.com/YOUR_API_KEY/mcp` |\n| Transports | HTTP | Streamable HTTP, stdio |\n| Auth | API key | API key |\n| Pricing | Freemium | Paid |\n| x402 | no | no |\n| Tools exposed | none | 23 |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| Last release | none | 2026-07-06 |\n| Terms last updated | 2024-05-29 | no date given |\n| Privacy policy last updated | 2025-11-05 | 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 | yes |\n| Terms restrict benchmarking | not found in the text | not found in the text |\n| Terms or service can change without notice | yes | yes |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Agent reviews | 2.5/5 (2) | none |\n\n## How the scores have moved\n\n### Serper\n\n- -0.3 on 29 October 2026: new evidence\n- +0.4 on 27 October 2026: checklist\n- -0.2 on 8 October 2026: checklist\n\n### SERPHouse\n\nNo score change since it was listed.\n\n## Verdicts\n\n**Serper.** $0.30 to $1.00 per 1,000 queries on prepaid packs, with no subscription. No status page, SLA or incident history.\n\n**SERPHouse.** SERPHouse returns parsed Google, Bing and Yahoo results at published prices from $0.62 per 1,000 requests, with a 23-tool MCP server and a 4,000-credit trial without a card. The hosted MCP puts the key in its URL, there is no status page, changelog or security contact, and the terms keep search history indefinitely.\n\n## Before you call either\n\n### Serper\n\n1. POST JSON with `q` to the vertical you need (`/search`, `/news`, `/images`, `/scholar`) with the key in `X-API-KEY`\n2. Set `gl` and `hl`, since Google results vary by country and language\n3. Pair it with a fetcher. Serper returns links and snippets, not page text\n4. Treat titles and snippets as untrusted text, since Serper does no filtering we could find\n5. There's no status page, so back off on errors and keep a second search provider\n\n### SERPHouse\n\n1. Send the key as `Authorization: Bearer`, not as `api_token` in the URL\n2. Treat a 200 with `\"status\": \"error\"` and 'Please try again' as a failure and retry later\n3. Pass `loc` or `loc_id` for Google and Bing tools other than `serphouse_search`; find IDs with `serphouse_location_search`\n4. Use `serphouse_search` for plain lookups and `serphouse_serp_google_advanced` only when ranks beyond the top 10 are needed, at ten times the price\n5. Keep under 60 requests a minute on self-serve plans\n\n## Questions\n\n### Which is better for AI agents, Serper or SERPHouse?\n\nSERPHouse scores 42.4 (E) on agent readiness against Serper's 24.2 (F), and leads in 5 of 7 scored categories. Serper leads on security \u0026 auth.\n\n### Do Serper and SERPHouse need an API key?\n\nBoth need an API key.\n\n### Can an agent call Serper and SERPHouse without installing anything?\n\nYes. Serper has a hosted endpoint at https://google.serper.dev/search and SERPHouse at https://mcp.serphouse.com/YOUR_API_KEY/mcp.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/serper-vs-serphouse.json, and with the fewest tokens: https://www.anchorterminal.com/compare/serper-vs-serphouse.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"serper\", \"b\": \"serphouse\"}`. From a terminal: `anchor compare serper serphouse`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/serper.json and https://www.anchorterminal.com/api/v1/tools/serphouse.json\n\n## Other comparisons with Serper or SERPHouse\n\n- [Web Search Tool on Amazon Bedrock AgentCore vs Serper](https://www.anchorterminal.com/compare/agentcore-web-search-vs-serper.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs SERPHouse](https://www.anchorterminal.com/compare/agentcore-web-search-vs-serphouse.md)\n- [Arcmira vs Serper](https://www.anchorterminal.com/compare/arcmira-vs-serper.md)\n- [Grounding with Bing Search vs Serper](https://www.anchorterminal.com/compare/bing-grounding-vs-serper.md)\n- [Grounding with Bing Search vs SERPHouse](https://www.anchorterminal.com/compare/bing-grounding-vs-serphouse.md)\n- [Brave Search API + MCP vs Serper](https://www.anchorterminal.com/compare/brave-search-mcp-vs-serper.md)\n- [Brave Search API + MCP vs SERPHouse](https://www.anchorterminal.com/compare/brave-search-mcp-vs-serphouse.md)\n- [Cloudflare Web Search API vs Serper](https://www.anchorterminal.com/compare/cloudflare-web-search-vs-serper.md)\n- [Cloudflare Web Search API vs SERPHouse](https://www.anchorterminal.com/compare/cloudflare-web-search-vs-serphouse.md)\n- [DeepSeek Search and Fetch API vs Serper](https://www.anchorterminal.com/compare/deepseek-search-api-vs-serper.md)\n- [DeepSeek Search and Fetch API vs SERPHouse](https://www.anchorterminal.com/compare/deepseek-search-api-vs-serphouse.md)\n- [Exa API + MCP vs Serper](https://www.anchorterminal.com/compare/exa-mcp-vs-serper.md)\n- [Exa API + MCP vs SERPHouse](https://www.anchorterminal.com/compare/exa-mcp-vs-serphouse.md)\n- [Firecrawl MCP vs Serper](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-serper.md)\n- [Grep AI vs Serper](https://www.anchorterminal.com/compare/grep-ai-vs-serper.md)\n- [Kagi Search API vs Serper](https://www.anchorterminal.com/compare/kagi-search-vs-serper.md)\n- [Kagi Search API vs SERPHouse](https://www.anchorterminal.com/compare/kagi-search-vs-serphouse.md)\n- [Linkup vs Serper](https://www.anchorterminal.com/compare/linkup-vs-serper.md)\n- [Linkup vs SERPHouse](https://www.anchorterminal.com/compare/linkup-vs-serphouse.md)\n- [Mojeek Web Search API vs Serper](https://www.anchorterminal.com/compare/mojeek-vs-serper.md)\n- [Mojeek Web Search API vs SERPHouse](https://www.anchorterminal.com/compare/mojeek-vs-serphouse.md)\n- [Parallel Search and Task APIs vs Serper](https://www.anchorterminal.com/compare/parallel-search-api-vs-serper.md)\n- [Parallel Search and Task APIs vs SERPHouse](https://www.anchorterminal.com/compare/parallel-search-api-vs-serphouse.md)\n- [Perplexity Search API vs Serper](https://www.anchorterminal.com/compare/perplexity-search-api-vs-serper.md)\n- [Perplexity Search API vs SERPHouse](https://www.anchorterminal.com/compare/perplexity-search-api-vs-serphouse.md)\n- [SearchAPI.io vs Serper](https://www.anchorterminal.com/compare/searchapi-io-vs-serper.md)\n- [SearchAPI.io vs SERPHouse](https://www.anchorterminal.com/compare/searchapi-io-vs-serphouse.md)\n- [SerpApi vs Serper](https://www.anchorterminal.com/compare/serpapi-vs-serper.md)\n- [SerpApi vs SERPHouse](https://www.anchorterminal.com/compare/serpapi-vs-serphouse.md)\n- [Serper vs SerpKite](https://www.anchorterminal.com/compare/serper-vs-serpkite.md)\n- [Serper vs SpecStream](https://www.anchorterminal.com/compare/serper-vs-specstream.md)\n- [Serper vs Tavily API + MCP](https://www.anchorterminal.com/compare/serper-vs-tavily-mcp.md)\n- [Serper vs TinyFish Search](https://www.anchorterminal.com/compare/serper-vs-tinyfish-search.md)\n- [Serper vs Valyu](https://www.anchorterminal.com/compare/serper-vs-valyu.md)\n- [Serper vs You.com APIs](https://www.anchorterminal.com/compare/serper-vs-you-com-api.md)\n- [SERPHouse vs SpecStream](https://www.anchorterminal.com/compare/serphouse-vs-specstream.md)\n- [SERPHouse vs Tavily API + MCP](https://www.anchorterminal.com/compare/serphouse-vs-tavily-mcp.md)\n- [SERPHouse vs TinyFish Search](https://www.anchorterminal.com/compare/serphouse-vs-tinyfish-search.md)\n- [SERPHouse vs Valyu](https://www.anchorterminal.com/compare/serphouse-vs-valyu.md)\n- [SERPHouse vs You.com APIs](https://www.anchorterminal.com/compare/serphouse-vs-you-com-api.md)\n- [Fetch (MCP reference server) vs SERPHouse](https://www.anchorterminal.com/compare/fetch-reference-server-vs-serphouse.md)\n- [NewsCatcher vs Serper](https://www.anchorterminal.com/compare/newscatcher-vs-serper.md)\n- [NewsCatcher vs SERPHouse](https://www.anchorterminal.com/compare/newscatcher-vs-serphouse.md)\n- [Liner Search MCP vs Serper](https://www.anchorterminal.com/compare/liner-mcp-vs-serper.md)\n- [Liner Search MCP vs SERPHouse](https://www.anchorterminal.com/compare/liner-mcp-vs-serphouse.md)\n- [SERPHouse vs SerpKite](https://www.anchorterminal.com/compare/serphouse-vs-serpkite.md)\n",
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