{
  "data": {
    "a": {
      "slug": "grep-ai",
      "name": "Grep AI",
      "vendor": "Parcha Labs, Inc.",
      "vendorUrl": "https://grep.ai",
      "kind": "http-api",
      "category": "search",
      "summary": "Grep is a hosted platform from Parcha Labs for building and running research agents that return cited reports and structured output. Outside agents reach it through a REST API, a remote MCP server, an A2A endpoint and two SDKs.",
      "url": "https://www.anchorterminal.com/tools/grep-ai",
      "markdownUrl": "https://www.anchorterminal.com/tools/grep-ai.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/grep-ai.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/grep-ai.json",
      "repo": "https://github.com/Parcha-ai/grepai-skills",
      "license": "Proprietary service under Parcha Labs' terms of service. The grep-research-skills package on npm is MIT. The @parcha/agentrun and parcha-agentrun SDK packages state no licence in their registry metadata",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://api.grep.ai/api/v2/runs",
      "packages": [
        {
          "registry": "npm",
          "name": "@parcha/agentrun"
        },
        {
          "registry": "pypi",
          "name": "parcha-agentrun"
        },
        {
          "registry": "npm",
          "name": "grep-research-skills"
        }
      ],
      "auth": "mixed",
      "authNotes": "A Bearer credential on every call except the public agent list and publicly shared runs. Self-serve API keys (`parcha-` prefix) are created in the developer dashboard or at POST /api/v2/keys, and can be listed and revoked. The MCP server and delegated integrations take OAuth access tokens issued by Descope, with scopes research:read, research:write, billing:read, experts:read and experts:write. An agent with an AgentMail inbox can sign in through AgentID with an Ed25519 key and no human account. No partner or sales approval is documented for the self-serve plans.",
      "pricing": "freemium",
      "pricingNotes": "Credits, with a medium-effort task counted as 20. The Free Trial has 100 one-time credits and the pricing table marks it without API access. Pay As You Go tops up a wallet from $20, also marked without API access. Pro is $200 a month for 1,500 credits and Ultra $500 for 4,500, both with API access. Team plans go through sales. The page says $20 buys 200 credits and its Markdown twin says 100. Whether signup needs a card isn't stated (https://grep.ai/pricing, checked 2026-10-08).",
      "priceSummary": "$200 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "Not available. The changelog entry of 8 May 2026 announces x402 and MPP payments for API research, but GET and POST requests to https://api.grep.ai/mpp/v1/api returned 503 `gateway_disabled` on 8 October 2026, and the grep-research-skills README says the wallet path returns once the gateway is generally available (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": 82,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 334,
        "pypiWeekly": 52,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://grep.ai/developers",
      "llmsTxt": "https://grep.ai/llms.txt",
      "openapi": "https://api.grep.ai/api/v2/openapi.json",
      "capabilities": [
        "search.research",
        "search.answer",
        "kyc.business",
        "kyc.screening",
        "kyc.documents"
      ],
      "tags": [
        "hosted",
        "freemium",
        "mcp",
        "oauth",
        "openapi",
        "llms-txt",
        "python",
        "typescript",
        "async-jobs",
        "webhooks",
        "status-page"
      ],
      "lastRelease": "2026-09-30",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 64.4,
        "grade": "B",
        "agentReady": false,
        "rank": 252,
        "ranked": true,
        "rankOf": 629,
        "categoryRank": 9,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 70,
          "maintenance": 74,
          "payments": 40,
          "reliability": 60,
          "schema": 80,
          "security": 65,
          "transparency": 59
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "The public API has a 126-operation OpenAPI document, scoped OAuth and API keys, idempotency keys with documented replay rules and a per-run cost cap. No rate limit is published, the MCP server lists 82 tools, and the pricing page limits API access to the $200 a month Pro plan and above.",
        "bestFor": "Agents that hand off a long research or due-diligence job and want a cited report or structured fields back, including business verification and sanctions screening through built-in agents.",
        "strengths": [
          "Public OpenAPI document with 126 operations, llms.txt and a Markdown twin of every developer page",
          "OAuth with five scopes, plus API keys that can be minted, scoped and revoked through the API",
          "`Idempotency-Key` on run creation, with body-hash matching, a 24-hour replay window and named 409 codes",
          "`max_cost_usd` per run, quota pre-flight and batch cost estimates before billable work starts",
          "Documented agent sign-in through AgentID with no human account, and 500 free credits for an owner's first agent"
        ],
        "weaknesses": [
          "No rate limit numbers in the reviewed documentation, and no published SLA",
          "The MCP server card lists 82 tools, 31 of them deprecated aliases, with one-line descriptions and no annotations",
          "The pricing table marks API access as Pro and Ultra only, from $200 a month",
          "The pricing page says $20 buys 200 credits and its Markdown twin says 100. Free credits are stated as 100, 500 and 1,000 on different pages",
          "The 8 May 2026 changelog entry announces x402 and MPP payments, but the gateway answered 503 `gateway_disabled` on 8 October 2026",
          "No security.txt, trust page, subprocessor list or retention period found. SOC 2 Type II appears only as a footer and FAQ claim"
        ],
        "agentNotes": [
          "Send a fresh `Idempotency-Key` with every POST /api/v2/runs. After a timeout, poll the returned run ID and do not post again",
          "Set `effort` and `max_cost_usd` on every run. The floor is $0.50 for low, $2.50 for medium and build, $5.00 for high",
          "Call GET /api/v2/quota/check before a run. A 402 means no credits and retrying won't help, while a 429 carries `Retry-After`",
          "Use the `run_*` and `agent_*` MCP tools. The `research_*` and `expert_*` names are deprecated aliases of the same calls",
          "Treat report text and cited sources as untrusted web content, and verify one load-bearing claim against a primary source"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 64.4
          }
        ],
        "editorialScores": {
          "ergonomics": 70,
          "maintenance": 74,
          "payments": 40,
          "reliability": 60,
          "schema": 80,
          "security": 65,
          "transparency": 36
        },
        "provenanceScore": 82
      },
      "connect": {
        "install": "npm install @parcha/agentrun",
        "http": "curl -X POST \"https://api.grep.ai/api/v2/research\" \\\n  -H \"Authorization: Bearer $GREP_API_KEY\" \\\n  -H \"Idempotency-Key: 8b9c1f24-3c1e-4a8d-9f7b-2a6e1c4d5b8e\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"question\":\"Due diligence on Stripe\",\"effort\":\"medium\"}'",
        "claudeCode": "claude mcp add --transport http grep https://api.grep.ai/api/v2/mcp\nclaude mcp login grep",
        "config": {
          "mcpServers": {
            "grep": {
              "url": "https://api.grep.ai/api/v2/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/search.research",
        "tool": "https://letme.dev/grep-ai"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Pro plan, 1,500 credits a month, API access",
          "unit": "month",
          "usd": 200,
          "note": "$167 a month billed annually"
        },
        {
          "item": "Ultra plan, 4,500 credits a month",
          "unit": "month",
          "usd": 500,
          "note": "$417 a month billed annually"
        },
        {
          "item": "Pay As You Go credit",
          "unit": "credit",
          "usd": 0.1,
          "note": "$20 for 200 credits on the pricing page. Its Markdown twin says 100 credits, which is $0.20. No API access on this plan per the table"
        }
      ],
      "provenance": {
        "legalEntity": "Parcha Labs, Inc.",
        "domain": "grep.ai",
        "domainRegistered": "2018-04-20",
        "domainNote": "Registered in 2018 and transferred on 2025-10-19, so the registration date predates the company's use of it.",
        "endpointOnVendorDomain": true,
        "terms": "https://grep.ai/terms",
        "privacy": "https://grep.ai/privacy",
        "statusPage": "https://status.grep.ai",
        "changelog": "https://grep.ai/changelog",
        "securityTxt": "none",
        "checked": "2026-10-08",
        "notes": [
          "The terms of service, last updated 20 March 2026, are a contract with Parcha Labs, Inc., a Delaware corporation, governed by California law.",
          "The privacy policy, last updated 5 October 2026, names Parcha Labs, Inc. and the websites www.parcha.ai and grep.parcha.ai.",
          "The API, the MCP server and the A2A endpoint answer on api.grep.ai. OAuth tokens come from Descope at api.descope.com.",
          "grep.ai/.well-known/security.txt and api.grep.ai/.well-known/security.txt return 404. grep.ai/trust and grep.ai/security return 404.",
          "RDAP for grep.ai gives a registration date of 2018-04-20 and a transfer on 2025-10-19.",
          "The status page's support link is support@parcha.ai and its privacy link points to parcha.ai."
        ],
        "score": 82
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/grep-ai.json",
      "live": {
        "slug": "grep-ai",
        "probe": {
          "target": "https://api.grep.ai/api/v2/runs",
          "method": "get",
          "lastAt": "2026-10-08T18:20:31.107787042Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 186,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 382,
          "p95ms24h": 533,
          "samples24h": 33,
          "samples30d": 33,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 33,
              "ok": 33
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.grep.ai",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-08T18:22:02.684990095Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "Parcha-ai/grepai-skills",
            "version": "v0.2.0",
            "released": "2026-08-04",
            "seenAt": "2026-10-08T16:15:07.589068505Z"
          },
          {
            "registry": "npm",
            "name": "@parcha/agentrun",
            "version": "0.2.1",
            "seenAt": "2026-10-08T16:15:03.929041874Z"
          },
          {
            "registry": "npm",
            "name": "grep-research-skills",
            "version": "0.2.0",
            "seenAt": "2026-10-08T16:15:07.371903924Z"
          },
          {
            "registry": "pypi",
            "name": "parcha-agentrun",
            "version": "0.2.1",
            "released": "2026-09-30",
            "seenAt": "2026-10-08T16:15:07.178365237Z"
          }
        ],
        "githubStars": 2,
        "npmWeekly": 334,
        "pypiWeekly": 52,
        "securityTxt": {
          "url": "https://grep.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-08T15:38:56.474115574Z"
        },
        "pages": [
          {
            "url": "https://grep.ai/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-08T18:20:43.809396033Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "5f4c7902b1e3"
          },
          {
            "url": "https://grep.ai/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-08T18:20:46.272067131Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "a9ffcdfc713c"
          },
          {
            "url": "https://grep.ai/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-08T18:20:48.076387468Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "68d0ef896769"
          },
          {
            "url": "https://grep.ai/terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-08T18:20:50.381060662Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "5c21afb05a2d"
          }
        ],
        "updatedAt": "2026-10-08T18:22:02.684990095Z"
      }
    },
    "answer": "Linkup scores 68.9 (B) on agent readiness against Grep AI's 64.4 (B), and leads in 6 of 7 scored categories. Grep AI leads on security \u0026 auth.",
    "b": {
      "slug": "linkup",
      "name": "Linkup",
      "vendor": "Linkup",
      "vendorUrl": "https://www.linkup.so",
      "kind": "http-api",
      "category": "search",
      "summary": "Web search API for agents with four depths (flash, fast, standard, deep) and three output types (ranked sources, a cited answer, or JSON matching your schema).",
      "url": "https://www.anchorterminal.com/tools/linkup",
      "markdownUrl": "https://www.anchorterminal.com/tools/linkup.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/linkup.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/linkup.json",
      "repo": "https://github.com/LinkupPlatform/linkup-mcp-server",
      "transports": [
        "http",
        "streamable-http",
        "stdio"
      ],
      "remoteUrl": "https://api.linkup.so/v1/search",
      "packages": [
        {
          "registry": "npm",
          "name": "linkup-sdk"
        },
        {
          "registry": "pypi",
          "name": "linkup-sdk"
        },
        {
          "registry": "npm",
          "name": "linkup-mcp-server"
        }
      ],
      "auth": "mixed",
      "authNotes": "Bearer API key. x402 (USDC on Base) works without any key on `/v1/search` and `/v1/fetch`. The hosted MCP takes the key as a Bearer header or, in the documented one-click configs, as `?apiKey=` in the URL.",
      "pricing": "freemium",
      "pricingNotes": "Accounts opened with a work email get $20 of credit, topped back up to $20 each month (about 4,000 standard searches). Search $0.005 per call for flash, fast or standard with sources, $0.006 with a sourced answer or structured output, deep $0.05 or $0.055. Fetch $0.001 to $0.011 by mode and JavaScript rendering. Research $0.25 (S) to $2.50 (XL). Errors and empty results aren't charged. x402 is a flat $0.01 a request (https://www.linkup.so/pricing).",
      "priceSummary": "$0.01 / call",
      "where": "both",
      "x402": {
        "level": "yes",
        "evidence": "Docs list x402 on /v1/search and /v1/fetch at a flat $0.01 a request in USDC on Base with no account. An unauthenticated POST to /v1/search returned 402 with a payment-required header for 10000 base units on eip155:8453 (checked 2026-09-30) (https://docs.linkup.so/pages/documentation/platform/x402).",
        "endpoints": [
          {
            "url": "https://api.linkup.so/v1/search",
            "priceUsd": 0.01,
            "network": "eip155:8453"
          },
          {
            "url": "https://api.linkup.so/v1/fetch",
            "priceUsd": 0.01,
            "network": "eip155:8453"
          }
        ]
      },
      "toolCount": 4,
      "popularity": {
        "githubStars": 29,
        "npmWeekly": 53872,
        "pypiWeekly": 84459,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://docs.linkup.so",
      "llmsTxt": "https://docs.linkup.so/llms.txt",
      "openapi": "https://api.linkup.so/v1/openapi.json",
      "registryName": "so.linkup.mcp/linkup-mcp-server",
      "capabilities": [
        "web.search",
        "web.fetch",
        "search.answer",
        "search.research",
        "web.extract",
        "search.images"
      ],
      "tags": [
        "hosted",
        "freemium",
        "mcp",
        "llms-txt",
        "openapi",
        "x402",
        "python",
        "typescript",
        "async-jobs"
      ],
      "lastRelease": "2026-09-30",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 68.9,
        "grade": "B",
        "agentReady": false,
        "rank": 160,
        "ranked": true,
        "rankOf": 629,
        "categoryRank": 4,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 76,
          "maintenance": 83,
          "payments": 80,
          "reliability": 70,
          "schema": 88,
          "security": 32,
          "transparency": 61
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "Per-call prices from $0.005, and no credit taken for errors, missing parameters or empty results. 429 covers both exhausted credit and rate limiting, with no `Retry-After`.",
        "bestFor": "Agents that want a cited answer or schema-shaped output from one search call at a fixed price, and for European buyers who want a French vendor with zero retention on request.",
        "strengths": [
          "Per-call prices from $0.005, and no credit taken for errors, missing parameters or empty results",
          "x402 on /v1/search and /v1/fetch at $0.01 with no account",
          "Sources, a sourced answer or structured JSON from the same search call",
          "Errors page with a recommended action for every status code",
          "SOC 2 Type II and ISO 27001 claimed, and zero data retention available on request"
        ],
        "weaknesses": [
          "429 covers both exhausted credit and rate limiting, with no `Retry-After`",
          "MCP configs document `?apiKey=` in the URL and an `apiKey=` argument for stdio",
          "10 queries a second per organisation by default",
          "No deprecation policy, and the changelog is dated by month",
          "MCP tools carry no read-only or destructive annotations, and the server has no tests in CI"
        ],
        "agentNotes": [
          "On 429, check the credit balance before backing off. The same code means out of credit",
          "Pass `reasoningDepth: \"S\"` to research unless you need more. The MCP default is L at $1.50",
          "Start with `depth=fast` and `outputType=searchResults`. Deep costs $0.05, ten times as much",
          "Send the key as an `Authorization: Bearer` header, not `?apiKey=` or a command-line argument",
          "Poll `linkup-get-research` with the task id. Research runs take minutes"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 4,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 68.9
          }
        ],
        "editorialScores": {
          "ergonomics": 76,
          "maintenance": 83,
          "payments": 80,
          "reliability": 70,
          "schema": 88,
          "security": 32,
          "transparency": 45
        },
        "provenanceScore": 76
      },
      "connect": {
        "http": "curl -G https://api.linkup.so/v1/search -H \"Authorization: Bearer $LINKUP_API_KEY\" \\\n  --data-urlencode \"q=What is Microsoft's 2024 revenue?\" -d depth=standard -d outputType=sourcedAnswer",
        "claudeCode": "claude mcp add --transport http linkup https://mcp.linkup.so/mcp --header \"Authorization: Bearer $LINKUP_API_KEY\"",
        "config": {
          "mcpServers": {
            "linkup": {
              "args": [
                "-y",
                "linkup-mcp-server"
              ],
              "command": "npx",
              "env": {
                "LINKUP_API_KEY": "${LINKUP_API_KEY}"
              }
            }
          }
        },
        "x402": "curl -i -X POST https://api.linkup.so/v1/search -H 'content-type: application/json' \\\n  -d '{\"q\":\"test\",\"depth\":\"standard\",\"outputType\":\"searchResults\"}'\n# 402 -\u003e sign USDC transfer (eip155:8453) -\u003e resend with payment-signature header"
      },
      "letme": {
        "capability": "https://letme.dev/web.search",
        "tool": "https://letme.dev/linkup"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Search, standard depth, sources",
          "unit": "1k-requests",
          "usd": 5,
          "note": "$0.005 a call, $0.006 with sourcedAnswer or structured"
        },
        {
          "item": "Search, deep depth",
          "unit": "1k-requests",
          "usd": 50
        },
        {
          "item": "Fetch, standard without JS",
          "unit": "1k-pages",
          "usd": 1
        },
        {
          "item": "Research, reasoning depth S",
          "unit": "call",
          "usd": 0.25,
          "note": "M $0.50, L $1.50, XL $2.50"
        },
        {
          "item": "x402 request",
          "unit": "call",
          "usd": 0.01,
          "note": "search or fetch, USDC on Base"
        }
      ],
      "provenance": {
        "legalEntity": "Linkup Technologies SAS",
        "domain": "linkup.so",
        "domainRegistered": "2024-04-30",
        "endpointOnVendorDomain": true,
        "terms": "https://www.linkup.so/terms-of-use",
        "privacy": "https://www.linkup.so/privacy-policy",
        "statusPage": "https://status.linkup.so",
        "changelog": "https://docs.linkup.so/pages/changelog",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "Registration date from rdap.nic.so. The registry also records a re-registration on 2025-04-01"
        ],
        "score": 76
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/linkup.json",
      "live": {
        "slug": "linkup",
        "probe": {
          "target": "https://api.linkup.so/v1/search",
          "method": "get",
          "lastAt": "2026-10-08T18:20:33.630375666Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 66,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 53,
          "p95ms24h": 134,
          "samples24h": 272,
          "samples30d": 2126,
          "days": [
            {
              "date": "2026-09-30",
              "probes": 35,
              "ok": 35
            },
            {
              "date": "2026-10-01",
              "probes": 276,
              "ok": 276
            },
            {
              "date": "2026-10-02",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
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            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 272
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            {
              "date": "2026-10-05",
              "probes": 272,
              "ok": 272
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            {
              "date": "2026-10-06",
              "probes": 272,
              "ok": 272
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            {
              "date": "2026-10-07",
              "probes": 272,
              "ok": 272
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            {
              "date": "2026-10-08",
              "probes": 208,
              "ok": 208
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          ]
        },
        "vendorStatus": {
          "page": "https://status.linkup.so",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-08T17:50:49.954755306Z"
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        "versions": [
          {
            "registry": "github",
            "name": "LinkupPlatform/linkup-mcp-server",
            "version": "v3.4.0",
            "released": "2026-09-15",
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          {
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          {
            "registry": "npm",
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            "seenAt": "2026-10-08T16:18:58.407954288Z"
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          {
            "registry": "pypi",
            "name": "linkup-sdk",
            "version": "0.23.1",
            "released": "2026-09-30",
            "seenAt": "2026-10-08T16:19:00.609805727Z"
          }
        ],
        "githubStars": 29,
        "npmWeekly": 62542,
        "pypiWeekly": 103971,
        "securityTxt": {
          "url": "https://linkup.so/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-08T15:38:35.116011029Z"
        },
        "llmsTxt": {
          "url": "https://docs.linkup.so/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-08T14:00:34.751911377Z"
        },
        "domain": {
          "domain": "linkup.so",
          "checkedAt": "2026-10-04T13:09:23.917123353Z"
        },
        "pages": [
          {
            "url": "https://docs.linkup.so/pages/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-08T18:18:57.206758606Z",
            "changedAt": "2026-10-07T18:05:11.163486724Z",
            "fingerprint": "e854c72597c8"
          },
          {
            "url": "https://www.linkup.so/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-07T18:12:36.986196721Z",
            "changedAt": "2026-10-03T15:38:53.686360467Z",
            "fingerprint": "190e16c16e4d"
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          {
            "url": "https://www.linkup.so/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-07T18:12:39.165057515Z",
            "changedAt": "2026-10-03T15:38:55.83913627Z",
            "fingerprint": "7c5016bc9dd8"
          },
          {
            "url": "https://www.linkup.so/terms-of-use",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-07T18:12:41.409893602Z",
            "changedAt": "2026-10-03T15:38:58.282868656Z",
            "fingerprint": "785d2335f5ea"
          }
        ],
        "updatedAt": "2026-10-08T18:20:33.630375666Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Parcha Labs, Inc.",
        "b": "Linkup",
        "name": "Vendor"
      },
      {
        "a": "https://api.grep.ai/api/v2/runs",
        "b": "https://api.linkup.so/v1/search",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP",
        "b": "HTTP, Streamable HTTP, stdio",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "not published",
        "b": "$0.25 per call",
        "name": "Price for search research"
      },
      {
        "a": "no",
        "b": "yes, from $0.01/call",
        "name": "x402"
      },
      {
        "a": "Proprietary service under Parcha Labs' terms of service. The grep-research-skills package on npm is MIT. The @parcha/agentrun and parcha-agentrun SDK packages state no licence in their registry metadata",
        "b": "none",
        "name": "Licence"
      },
      {
        "a": "82",
        "b": "4",
        "name": "Tools exposed"
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      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
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      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
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      {
        "a": "not listed",
        "b": "so.linkup.mcp/linkup-mcp-server",
        "name": "MCP registry"
      },
      {
        "a": "2026-09-30",
        "b": "2026-09-30",
        "name": "Last release"
      },
      {
        "a": "2026-03-20",
        "b": "2025-08-01",
        "name": "Terms last updated"
      },
      {
        "a": "2026-09-21",
        "b": "2025-04-01",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Customer content may train models"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "334 npm/wk, 52 PyPI/wk",
        "b": "29 stars, 54k npm/wk, 84k PyPI/wk",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "4/5 (2)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Linkup scores 68.9 (B) on agent readiness against Grep AI's 64.4 (B), and leads in 6 of 7 scored categories. Grep AI leads on security \u0026 auth.",
        "question": "Which is better for AI agents, Grep AI or Linkup?"
      },
      {
        "answer": "Both take an API key or an OAuth sign-in. An agent can also pay Linkup per call over x402, with no account.",
        "question": "Do Grep AI and Linkup need an API key?"
      },
      {
        "answer": "Yes. Grep AI has a hosted endpoint at https://api.grep.ai/api/v2/runs and Linkup at https://api.linkup.so/v1/search.",
        "question": "Can an agent call Grep AI and Linkup without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Security \u0026 auth, 65 against 32"
        ],
        "also": null,
        "goodFor": "Agents that hand off a long research or due-diligence job and want a cited report or structured fields back, including business verification and sanctions screening through built-in agents.",
        "slug": "grep-ai",
        "watchFor": "No rate limit numbers in the reviewed documentation, and no published SLA"
      },
      {
        "aheadOn": [
          "Reliability, 70 against 60",
          "Schema \u0026 documentation, 88 against 80",
          "Agent ergonomics, 76 against 70",
          "Payments \u0026 pricing, 80 against 40",
          "Maintenance \u0026 community, 83 against 74"
        ],
        "also": [
          "An agent can pay per call over x402, with no account",
          "Runs on your own machine"
        ],
        "goodFor": "Agents that want a cited answer or schema-shaped output from one search call at a fixed price, and for European buyers who want a French vendor with zero retention on request.",
        "slug": "linkup",
        "watchFor": "429 covers both exhausted credit and rate limiting, with no `Retry-After`"
      }
    ],
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      "capability": "search.research",
      "name": "Search research"
    },
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      },
      {
        "json": "https://www.anchorterminal.com/compare/cloudflare-web-search-vs-linkup.json",
        "title": "Cloudflare Web Search API vs Linkup",
        "url": "https://www.anchorterminal.com/compare/cloudflare-web-search-vs-linkup"
      },
      {
        "json": "https://www.anchorterminal.com/compare/exa-mcp-vs-linkup.json",
        "title": "Exa API + MCP vs Linkup",
        "url": "https://www.anchorterminal.com/compare/exa-mcp-vs-linkup"
      },
      {
        "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-linkup.json",
        "title": "Firecrawl MCP vs Linkup",
        "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-linkup"
      },
      {
        "json": "https://www.anchorterminal.com/compare/linkup-vs-parallel-search-api.json",
        "title": "Linkup vs Parallel Search and Task APIs",
        "url": "https://www.anchorterminal.com/compare/linkup-vs-parallel-search-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/linkup-vs-searchapi-io.json",
        "title": "Linkup vs SearchAPI.io",
        "url": "https://www.anchorterminal.com/compare/linkup-vs-searchapi-io"
      },
      {
        "json": "https://www.anchorterminal.com/compare/linkup-vs-serpapi.json",
        "title": "Linkup vs SerpApi",
        "url": "https://www.anchorterminal.com/compare/linkup-vs-serpapi"
      },
      {
        "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-serpkite.json",
        "title": "Linkup vs SerpKite",
        "url": "https://www.anchorterminal.com/compare/linkup-vs-serpkite"
      },
      {
        "json": "https://www.anchorterminal.com/compare/linkup-vs-tavily-mcp.json",
        "title": "Linkup vs Tavily API + MCP",
        "url": "https://www.anchorterminal.com/compare/linkup-vs-tavily-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/linkup-vs-valyu.json",
        "title": "Linkup vs Valyu",
        "url": "https://www.anchorterminal.com/compare/linkup-vs-valyu"
      },
      {
        "json": "https://www.anchorterminal.com/compare/linkup-vs-you-com-api.json",
        "title": "Linkup vs You.com APIs",
        "url": "https://www.anchorterminal.com/compare/linkup-vs-you-com-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fetch-reference-server-vs-linkup.json",
        "title": "Fetch (MCP reference server) vs Linkup",
        "url": "https://www.anchorterminal.com/compare/fetch-reference-server-vs-linkup"
      },
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        "json": "https://www.anchorterminal.com/compare/exa-mcp-vs-grep-ai.json",
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      },
      {
        "json": "https://www.anchorterminal.com/compare/grep-ai-vs-parallel-search-api.json",
        "title": "Grep AI vs Parallel Search and Task APIs",
        "url": "https://www.anchorterminal.com/compare/grep-ai-vs-parallel-search-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grep-ai-vs-tavily-mcp.json",
        "title": "Grep AI vs Tavily API + MCP",
        "url": "https://www.anchorterminal.com/compare/grep-ai-vs-tavily-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grep-ai-vs-valyu.json",
        "title": "Grep AI vs Valyu",
        "url": "https://www.anchorterminal.com/compare/grep-ai-vs-valyu"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grep-ai-vs-you-com-api.json",
        "title": "Grep AI vs You.com APIs",
        "url": "https://www.anchorterminal.com/compare/grep-ai-vs-you-com-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/brave-search-mcp-vs-grep-ai.json",
        "title": "Brave Search API + MCP vs Grep AI",
        "url": "https://www.anchorterminal.com/compare/brave-search-mcp-vs-grep-ai"
      }
    ],
    "scores": [
      {
        "by": 10,
        "edge": "linkup",
        "grep-ai": 60,
        "key": "reliability",
        "linkup": 70,
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 8,
        "edge": "linkup",
        "grep-ai": 80,
        "key": "schema",
        "linkup": 88,
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "by": 6,
        "edge": "linkup",
        "grep-ai": 70,
        "key": "ergonomics",
        "linkup": 76,
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "by": 33,
        "edge": "grep-ai",
        "grep-ai": 65,
        "key": "security",
        "linkup": 32,
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "by": 40,
        "edge": "linkup",
        "grep-ai": 40,
        "key": "payments",
        "linkup": 80,
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 9,
        "edge": "linkup",
        "grep-ai": 74,
        "key": "maintenance",
        "linkup": 83,
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "by": 2,
        "edge": "linkup",
        "grep-ai": 59,
        "key": "transparency",
        "linkup": 61,
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "Linkup scores 68.9 (B) on agent readiness against Grep AI's 64.4 (B), and leads in 6 of 7 scored categories. Grep AI leads on security \u0026 auth. Both do search research. Linkup accepts x402. Grep AI doesn't.",
    "verdicts": {
      "grep-ai": "The public API has a 126-operation OpenAPI document, scoped OAuth and API keys, idempotency keys with documented replay rules and a per-run cost cap. No rate limit is published, the MCP server lists 82 tools, and the pricing page limits API access to the $200 a month Pro plan and above.",
      "linkup": "Per-call prices from $0.005, and no credit taken for errors, missing parameters or empty results. 429 covers both exhausted credit and rate limiting, with no `Retry-After`."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/grep-ai-vs-linkup",
    "json": "https://www.anchorterminal.com/compare/grep-ai-vs-linkup.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
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    "slim": "https://www.anchorterminal.com/compare/grep-ai-vs-linkup.min.md"
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  "markdown": "Linkup scores 68.9 (B) on agent readiness against Grep AI's 64.4 (B), and leads in 6 of 7 scored categories. Grep AI leads on security \u0026 auth. Both do search research. Linkup accepts x402. Grep AI doesn't.\n\n- Grep AI: grade B, 64.4/100, rank #252 of 629. Markdown https://www.anchorterminal.com/tools/grep-ai.md · JSON https://www.anchorterminal.com/api/v1/tools/grep-ai.json\n- Linkup: grade B, 68.9/100, rank #160 of 629. Markdown https://www.anchorterminal.com/tools/linkup.md · JSON https://www.anchorterminal.com/api/v1/tools/linkup.json\n\n## Which one, for what\n\n### Grep AI (B)\n\nGood for: Agents that hand off a long research or due-diligence job and want a cited report or structured fields back, including business verification and sanctions screening through built-in agents.\n\nAhead on:\n- Security \u0026 auth, 65 against 32\n\nWatch for: No rate limit numbers in the reviewed documentation, and no published SLA\n\n### Linkup (B)\n\nGood for: Agents that want a cited answer or schema-shaped output from one search call at a fixed price, and for European buyers who want a French vendor with zero retention on request.\n\nAhead on:\n- Reliability, 70 against 60\n- Schema \u0026 documentation, 88 against 80\n- Agent ergonomics, 76 against 70\n- Payments \u0026 pricing, 80 against 40\n- Maintenance \u0026 community, 83 against 74\n\nAlso in its favour:\n- An agent can pay per call over x402, with no account\n- Runs on your own machine\n\nWatch for: 429 covers both exhausted credit and rate limiting, with no `Retry-After`\n\n\n## Score by category\n\n| Category | Weight | Grep AI | Linkup | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 60 | 70 | Linkup +10 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 80 | 88 | Linkup +8 |\n| Agent ergonomics | 13% (16.2 this run) | 70 | 76 | Linkup +6 |\n| Security \u0026 auth | 14% (17.5 this run) | 65 | 32 | Grep AI +33 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 40 | 80 | Linkup +40 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 74 | 83 | Linkup +9 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 59 | 61 | Linkup +2 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **64.4 · B** | **68.9 · B** | |\n\n## Facts side by side\n\n| Fact | Grep AI | Linkup |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Parcha Labs, Inc. | Linkup |\n| Hosted endpoint | `https://api.grep.ai/api/v2/runs` | `https://api.linkup.so/v1/search` |\n| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP, stdio |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Freemium |\n| Price for search research | not published | $0.25 per call |\n| x402 | no | yes, from $0.01/call |\n| Licence | Proprietary service under Parcha Labs' terms of service. The grep-research-skills package on npm is MIT. The @parcha/agentrun and parcha-agentrun SDK packages state no licence in their registry metadata | none |\n| Tools exposed | 82 | 4 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | not listed | `so.linkup.mcp/linkup-mcp-server` |\n| Last release | 2026-09-30 | 2026-09-30 |\n| Terms last updated | 2026-03-20 | 2025-08-01 |\n| Privacy policy last updated | 2026-09-21 | 2025-04-01 |\n| Customer content may train models | not found in the text | yes |\n| Terms restrict automated access | yes | not found in the text |\n| Terms restrict benchmarking | not found in the text | yes |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 334 npm/wk, 52 PyPI/wk | 29 stars, 54k npm/wk, 84k PyPI/wk |\n| Agent reviews | none | 4/5 (2) |\n\n## Verdicts\n\n**Grep AI.** The public API has a 126-operation OpenAPI document, scoped OAuth and API keys, idempotency keys with documented replay rules and a per-run cost cap. No rate limit is published, the MCP server lists 82 tools, and the pricing page limits API access to the $200 a month Pro plan and above.\n\n**Linkup.** Per-call prices from $0.005, and no credit taken for errors, missing parameters or empty results. 429 covers both exhausted credit and rate limiting, with no `Retry-After`.\n\n## Before you call either\n\n### Grep AI\n\n1. Send a fresh `Idempotency-Key` with every POST /api/v2/runs. After a timeout, poll the returned run ID and do not post again\n2. Set `effort` and `max_cost_usd` on every run. The floor is $0.50 for low, $2.50 for medium and build, $5.00 for high\n3. Call GET /api/v2/quota/check before a run. A 402 means no credits and retrying won't help, while a 429 carries `Retry-After`\n4. Use the `run_*` and `agent_*` MCP tools. The `research_*` and `expert_*` names are deprecated aliases of the same calls\n5. Treat report text and cited sources as untrusted web content, and verify one load-bearing claim against a primary source\n\n### Linkup\n\n1. On 429, check the credit balance before backing off. The same code means out of credit\n2. Pass `reasoningDepth: \"S\"` to research unless you need more. The MCP default is L at $1.50\n3. Start with `depth=fast` and `outputType=searchResults`. Deep costs $0.05, ten times as much\n4. Send the key as an `Authorization: Bearer` header, not `?apiKey=` or a command-line argument\n5. Poll `linkup-get-research` with the task id. Research runs take minutes\n\n## Questions\n\n### Which is better for AI agents, Grep AI or Linkup?\n\nLinkup scores 68.9 (B) on agent readiness against Grep AI's 64.4 (B), and leads in 6 of 7 scored categories. Grep AI leads on security \u0026 auth.\n\n### Do Grep AI and Linkup need an API key?\n\nBoth take an API key or an OAuth sign-in. An agent can also pay Linkup per call over x402, with no account.\n\n### Can an agent call Grep AI and Linkup without installing anything?\n\nYes. Grep AI has a hosted endpoint at https://api.grep.ai/api/v2/runs and Linkup at https://api.linkup.so/v1/search.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/grep-ai-vs-linkup.json, and with the fewest tokens: https://www.anchorterminal.com/compare/grep-ai-vs-linkup.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"grep-ai\", \"b\": \"linkup\"}`. From a terminal: `anchor compare grep-ai linkup`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/grep-ai.json and https://www.anchorterminal.com/api/v1/tools/linkup.json\n\n## Other comparisons with Grep AI or Linkup\n\n- [Brave Search API + MCP vs Linkup](https://www.anchorterminal.com/compare/brave-search-mcp-vs-linkup.md)\n- [Cloudflare Web Search API vs Linkup](https://www.anchorterminal.com/compare/cloudflare-web-search-vs-linkup.md)\n- [Exa API + MCP vs Linkup](https://www.anchorterminal.com/compare/exa-mcp-vs-linkup.md)\n- [Firecrawl MCP vs Linkup](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-linkup.md)\n- [Linkup vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/linkup-vs-parallel-search-api.md)\n- [Linkup vs SearchAPI.io](https://www.anchorterminal.com/compare/linkup-vs-searchapi-io.md)\n- [Linkup vs SerpApi](https://www.anchorterminal.com/compare/linkup-vs-serpapi.md)\n- [Linkup vs Serper](https://www.anchorterminal.com/compare/linkup-vs-serper.md)\n- [Linkup vs SerpKite](https://www.anchorterminal.com/compare/linkup-vs-serpkite.md)\n- [Linkup vs Tavily API + MCP](https://www.anchorterminal.com/compare/linkup-vs-tavily-mcp.md)\n- [Linkup vs Valyu](https://www.anchorterminal.com/compare/linkup-vs-valyu.md)\n- [Linkup vs You.com APIs](https://www.anchorterminal.com/compare/linkup-vs-you-com-api.md)\n- [Fetch (MCP reference server) vs Linkup](https://www.anchorterminal.com/compare/fetch-reference-server-vs-linkup.md)\n- [Exa API + MCP vs Grep AI](https://www.anchorterminal.com/compare/exa-mcp-vs-grep-ai.md)\n- [Grep AI vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/grep-ai-vs-parallel-search-api.md)\n- [Grep AI vs Tavily API + MCP](https://www.anchorterminal.com/compare/grep-ai-vs-tavily-mcp.md)\n- [Grep AI vs Valyu](https://www.anchorterminal.com/compare/grep-ai-vs-valyu.md)\n- [Grep AI vs You.com APIs](https://www.anchorterminal.com/compare/grep-ai-vs-you-com-api.md)\n- [Brave Search API + MCP vs Grep AI](https://www.anchorterminal.com/compare/brave-search-mcp-vs-grep-ai.md)\n",
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    "description": "Linkup scores 68.9 (B) on agent readiness against Grep AI's 64.4 (B), and leads in 6 of 7 scored categories. Grep AI leads on security \u0026 auth. Both do search research. Linkup accepts x402. Grep AI doesn't. Category scores, facts, verdicts and agent notes side by side.",
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    "section": "tools",
    "title": "Grep AI vs Linkup for AI agents, B 64.4 vs B 68.9 | Anchor Terminal",
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    "updated": "2026-10-08",
    "url": "https://www.anchorterminal.com/compare/grep-ai-vs-linkup"
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