{ "data": { "a": { "slug": "liner-mcp", "name": "Liner Search MCP", "vendor": "Liner", "vendorUrl": "https://liner.com", "kind": "mcp", "category": "search", "summary": "Liner Search MCP is a hosted server with web, scholarly, legal, finance, medical and business search tools and three agent tools for quick cited answers, search answers and deep research reports, over OAuth 2.1 or an API key.", "url": "https://www.anchorterminal.com/tools/liner-mcp", "markdownUrl": "https://www.anchorterminal.com/tools/liner-mcp.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/liner-mcp.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/liner-mcp.json", "dns": "liner-mcp.grade.anchorterminal.com", "transports": [ "streamable-http" ], "remoteUrl": "https://platform.liner.com/api/v1/mcp", "packages": [], "auth": "oauth", "authNotes": "OAuth 2.1 sign-in in a browser, or a Bearer token with a Liner API key (LINER_API_KEY) for CI and headless use.", "pricing": "paid", "pricingNotes": "Search and Agent APIs are billed per call. Web search, scholar search and visualisation $1 per 1,000 requests; Quick Answer Agent $3 per 1,000 requests; the other agents' prices weren't readable. No free allowance found (checked 2026-11-07).", "priceSummary": "$1 / 1k req", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 on the MCP docs or pricing page (checked 2026-11-07).", "endpoints": [] }, "toolCount": 9, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-11-07" }, "docsUrl": "https://liner.com/developers/docs/mcp", "llmsTxt": "https://liner.com/llms.txt", "registryName": "com.liner/search", "capabilities": [ "search.serp", "search.research", "search.answer", "search.scholar" ], "tags": [ "official", "hosted", "mcp", "remote-mcp", "oauth", "api-key", "paid", "pay-per-call", "status-page", "llms-txt", "mcp-registry" ], "graded": true, "anchor": { "graded": true, "score": 43.4, "grade": "E", "agentReady": false, "rank": 1252, "ranked": true, "rankOf": 1510, "categoryRank": 23, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 65, "maintenance": 45, "payments": 20, "reliability": 50, "schema": 45, "security": 35, "transparency": 34 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-07" }, "negative": 0, "verdict": "Liner's MCP server puts cheap per-call web, scholarly and vertical search and cited research agents behind one OAuth URL, at $1 per 1,000 searches. The docs say which tool fits which question, but there's no free tier, no changelog, no injection guidance and no status component for the API.", "bestFor": "Agents that need cheap cited search across the web and scholarly sources, with optional deep research reports.", "strengths": [ "Web, scholarly, legal, finance, medical and business search plus three cited-answer agents", "Search at $1 per 1,000 requests, published", "Nine tools with a table saying which fits which need", "Rate limits published per API", "OAuth for people, API keys for CI" ], "weaknesses": [ "No free tier found", "No changelog; registry entry unchanged since September", "Status page covers the app, not the API or MCP", "Web content reaches the model with no injection guidance" ], "agentNotes": [ "Use search_scholar for papers and the domain tools for legal, finance, medical or business questions", "Deep research is slower and costs more; use quick_answer_agent for short lookups", "Treat search results and research reports as untrusted content", "Keep under 2 requests a second for scholar search and the agents" ], "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": 43.4 } ], "editorialScores": { "ergonomics": 65, "maintenance": 45, "payments": 20, "reliability": 50, "schema": 45, "security": 35, "transparency": 20 }, "provenanceScore": 48, "checked": { "categories": { "ergonomics": "2026-11-07", "maintenance": "2026-11-07", "payments": "2026-11-07", "reliability": "2026-11-07", "schema": "2026-11-07", "security": "2026-11-07", "transparency": "2026-11-07" }, "last": "2026-11-07", "oldest": "2026-11-07", "stale": false, "staleAfterDays": 90 } }, "connect": { "claudeCode": "claude mcp add liner --transport http https://platform.liner.com/api/v1/mcp", "config": { "mcpServers": { "liner": { "url": "https://platform.liner.com/api/v1/mcp" } } } }, "letme": { "capability": "https://letme.dev/search.serp", "tool": "https://letme.dev/liner-mcp" }, "area": "web-data", "unitPrices": [ { "item": "Web search", "unit": "1k-requests", "usd": 1, "note": "Also scholar search and visualisation" }, { "item": "Quick Answer Agent", "unit": "1k-requests", "usd": 3 } ], "provenance": { "legalEntity": "Liner", "domain": "liner.com", "domainRegistered": "", "domainNote": "Not looked up: RDAP isn't requested under the 1 November 2026 rules.", "endpointOnVendorDomain": true, "terms": "", "privacy": "", "statusPage": "https://status.liner.com", "changelog": "", "securityTxt": "none", "checked": "2026-11-07", "notes": [ "Terms and privacy weren't read in this batch.", "security.txt answered 404." ], "score": 48 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/liner-mcp.json", "live": { "slug": "liner-mcp", "probe": { "target": "https://platform.liner.com/api/v1/mcp", "method": "mcp-initialize", "lastAt": "2026-11-07T23:26:39.422662685Z", "lastOk": true, "lastStatus": 401, "lastMs": 181, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 207, "p95ms24h": 420, "samples24h": 48, "samples30d": 48, "days": [ { "date": "2026-11-07", "probes": 48, "ok": 48 } ] }, "vendorStatus": { "page": "https://status.liner.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-11-07T23:31:49.618926282Z" }, "updatedAt": "2026-11-07T23:31:49.618926282Z" } }, "answer": "Tavily API + MCP scores 77.1 (BB) on agent readiness against Liner Search MCP's 43.4 (E), and leads in every scored category.", "b": { "slug": "tavily-mcp", "name": "Tavily API + MCP", "vendor": "Tavily", "vendorUrl": "https://www.tavily.com", "kind": "mcp", "category": "search", "summary": "Tavily's REST API for web search, URL extraction, site mapping, crawling and cited research reports, with the official MCP server hosted at mcp.tavily.com or run locally from npm.", "url": "https://www.anchorterminal.com/tools/tavily-mcp", "markdownUrl": "https://www.anchorterminal.com/tools/tavily-mcp.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/tavily-mcp.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/tavily-mcp.json", "dns": "tavily-mcp.grade.anchorterminal.com", "repo": "https://github.com/tavily-ai/tavily-mcp", "license": "MIT", "transports": [ "stdio", "streamable-http", "http" ], "remoteUrl": "https://mcp.tavily.com/mcp/?tavilyApiKey=\u003ckey\u003e", "packages": [ { "registry": "npm", "name": "@tavily/core" }, { "registry": "pypi", "name": "tavily-python" }, { "registry": "npm", "name": "tavily-mcp" } ], "auth": "mixed", "authNotes": "API key as `Authorization: Bearer tvly-...`. Development keys and production keys have different rate limits, and production keys need a paid plan or pay as you go. The `X-Tavily-Access-Mode: keyless` header gives rate-limited search and extract with no key. x402.tavily.com takes a `PAYMENT-SIGNATURE` header instead. MCP server: API key in the URL query (?tavilyApiKey=) or Authorization header; OAuth flow also supported on the hosted server (uses an mcp_auth_default key from the dashboard).", "pricing": "freemium", "pricingNotes": "Free 1,000 credits a month, no card. Project $30 a month (4,000 credits), Bootstrap $100 (15,000), Startup $220 (38,000), Growth $500 (100,000), pay as you go $0.008 a credit. Basic search 1 credit, advanced 2, extract 1 per 5 URLs (advanced 2), map 1 per 10 pages, crawl is map plus extract, research 4 to 250 credits by model. Failed extracts and maps aren't charged (https://www.tavily.com/pricing).", "priceSummary": "$7.50 / 1k req", "where": "both", "x402": { "level": "partial", "evidence": "Official x402 endpoint at x402.tavily.com sells POST /search in advanced mode only, $0.01 in USDC on Base. An unpaid request returned 402 and /.well-known/pricing listed the price on 2026-09-30. Extract, map, crawl and research aren't sold over x402 (https://docs.tavily.com/documentation/machine-payments/x402.md)", "endpoints": [ { "url": "https://x402.tavily.com/search", "priceUsd": 0.01, "network": "eip155:8453" } ] }, "toolCount": 5, "popularity": { "githubStars": 2400, "npmWeekly": 451969, "pypiWeekly": 1589963, "asOf": "2026-09-30" }, "docsUrl": "https://docs.tavily.com", "llmsTxt": "https://docs.tavily.com/llms.txt", "openapi": "https://docs.tavily.com/documentation/api-reference/openapi.json", "registryName": "io.github.tavily-ai/tavily-mcp", "capabilities": [ "web.search", "web.extract", "web.crawl", "web.fetch", "search.answer", "search.research", "search.news", "search.images" ], "tags": [ "official", "hosted", "local", "open-source", "freemium", "llms-txt", "no-card", "free-tier", "x402", "openapi", "python", "typescript", "async-jobs", "enterprise", "mcp" ], "lastRelease": "2026-10-06", "graded": true, "anchor": { "graded": true, "score": 77.1, "grade": "BB", "agentReady": true, "rank": 36, "ranked": true, "rankOf": 1510, "categoryRank": 1, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 81, "maintenance": 85, "payments": 75, "reliability": 90, "schema": 90, "security": 52, "transparency": 62 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-01" }, "negative": 0, "verdict": "Keyless search and extract, plus a free 1,000 credits a month with no card. x402 covers advanced search only, not extract, map, crawl or research, and the npm MCP release has trailed the GitHub source since August.", "bestFor": "An agent that needs search plus page text in one call and has no account yet.", "strengths": [ "Keyless search and extract, plus a free 1,000 credits a month with no card", "x402 endpoint for advanced search at $0.01 in USDC on Base", "Public OpenAPI, llms.txt and an error table that tells plan limits (432) from pay-as-you-go limits (433) and flex tier capacity (434)", "429 carries Retry-After, with limits published per key type and endpoint", "Logs API filters calls by key and endpoint" ], "weaknesses": [ "x402 covers advanced search only, not extract, map, crawl or research", "Hosted MCP docs lead with `?tavilyApiKey=` in the URL query string", "No readOnlyHint or destructiveHint on the MCP tools, and the npm server (0.2.22, 5 August 2026) trails the GitHub source", "Privacy policy lets query data improve future responses unless a contract says otherwise, with no zero-retention option found", "SLAs named only for the custom Enterprise plan, and no security.txt or deprecation policy found" ], "agentNotes": [ "Try `X-Tavily-Access-Mode: keyless` first for search and extract. Over MCP, the keyless cap arrives as plain text without `isError`, so read the text before treating it as results", "Send the key in `Authorization: Bearer`, not `?tavilyApiKey=` in the MCP URL", "On 429, wait for `Retry-After`. A 432 or 433 means a spend limit, and retrying won't help. A 434 on a free plan means retry shortly or drop `max_age_hours`", "Run /map before /crawl to bound the crawl, since crawl is billed as map plus extract", "Research is async and runs 4 to 250 credits. Create the task, then poll /research/{request_id}" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 8, "avgRating": 3.6, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "BB", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 77.1 } ], "editorialScores": { "ergonomics": 81, "maintenance": 85, "payments": 75, "reliability": 90, "schema": 90, "security": 52, "transparency": 47 }, "provenanceScore": 77, "checked": { "categories": { "ergonomics": "2026-11-01", "maintenance": "2026-11-01", "payments": "2026-11-01", "reliability": "2026-11-01", "schema": "2026-11-01", "security": "2026-11-01", "transparency": "2026-11-01" }, "last": "2026-11-01", "lastMoved": "2026-11-01", "oldest": "2026-11-01", "stale": false, "staleAfterDays": 90 } }, "connect": { "http": "curl -X POST https://api.tavily.com/search \\\n -H \"Authorization: Bearer $TAVILY_API_KEY\" -H \"Content-Type: application/json\" \\\n -d '{\"query\":\"latest AI news\",\"max_results\":5}'", "claudeCode": "claude mcp add --transport http tavily https://mcp.tavily.com/mcp/ --header \"Authorization: Bearer ${TAVILY_API_KEY}\"", "config": { "mcpServers": { "tavily": { "headers": { "Authorization": "Bearer ${TAVILY_API_KEY}" }, "url": "https://mcp.tavily.com/mcp/" } } }, "x402": "curl -i -X POST https://x402.tavily.com/search -H 'content-type: application/json' -d '{\"query\":\"Who is Leo Messi?\"}'\n# HTTP/2 402, PAYMENT-REQUIRED header carries the terms (10000 base units of USDC on eip155:8453)\n# retry with PAYMENT-SIGNATURE: \u003cbase64 signed authorization\u003e" }, "letme": { "capability": "https://letme.dev/web.search", "tool": "https://letme.dev/tavily-mcp" }, "area": "web-data", "unitPrices": [ { "item": "Basic search on Project plan", "unit": "1k-requests", "usd": 7.5, "note": "1 credit a search at $0.0075 a credit" }, { "item": "Project plan", "unit": "month", "usd": 30, "note": "4,000 credits" }, { "item": "Bootstrap plan", "unit": "month", "usd": 100, "note": "15,000 credits" }, { "item": "Credit, pay as you go", "unit": "credit", "usd": 0.008, "note": "basic search 1 credit, advanced 2" } ], "provenance": { "legalEntity": "AlphaAI Technologies Inc. dba Tavily", "domain": "tavily.com", "domainRegistered": "2023-04-13", "endpointOnVendorDomain": true, "terms": "https://www.tavily.com/terms", "privacy": "https://www.tavily.com/privacy", "statusPage": "https://status.tavily.com", "changelog": "https://docs.tavily.com/changelog", "securityTxt": "none", "checked": "2026-11-01", "score": 77 }, "requirements": { "setupChecked": true, "complianceChecked": true, "agentAlone": true, "card": "no", "freeTier": true, "minutes": 3, "credential": "api-key", "euResidency": "unknown", "trainsOnData": "unknown", "zeroRetention": "yes", "selfHost": "no" }, "pageJsonUrl": "https://www.anchorterminal.com/tools/tavily-mcp.json", "live": { "slug": "tavily-mcp", "probe": { "target": "https://mcp.tavily.com/mcp/?tavilyApiKey=\u003ckey\u003e", "method": "mcp-initialize", "lastAt": "2026-11-07T23:26:58.484485026Z", "lastOk": true, "lastStatus": 200, "lastMs": 286, "lastNote": "initialize answered", "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 275, "p95ms24h": 380, "samples24h": 244, "samples30d": 7961, "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": 252 }, { "date": "2026-10-21", "probes": 253, "ok": 253 }, { "date": "2026-10-22", "probes": 253, "ok": 253 }, { "date": "2026-10-23", "probes": 248, "ok": 248 }, { "date": "2026-10-24", "probes": 251, "ok": 251 }, { "date": "2026-10-25", "probes": 250, "ok": 250 }, { "date": "2026-10-26", "probes": 252, "ok": 252 }, { "date": "2026-10-27", "probes": 249, "ok": 249 }, { "date": "2026-10-28", "probes": 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": 238, "ok": 238 } ] }, "vendorStatus": { "page": "https://status.tavily.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-11-07T23:20:08.086518337Z" }, "versions": [ { "registry": "mcp-registry", "name": "io.github.tavily-ai/tavily-mcp", "version": "0.2.15", "seenAt": "2026-11-07T18:16:28.95801333Z" }, { "registry": "npm", "name": "@tavily/core", "version": "1.0.0", "seenAt": "2026-11-07T00:10:05.152132676Z" }, { "registry": "npm", "name": "tavily-mcp", "version": "0.2.22", "seenAt": "2026-11-07T00:10:06.134241705Z" }, { "registry": "pypi", "name": "tavily-python", "version": "0.8.5", "released": "2026-10-06", "seenAt": "2026-11-07T00:10:05.976258203Z" } ], "githubStars": 2477, "npmWeekly": 447987, "pypiWeekly": 1613317, "securityTxt": { "url": "https://tavily.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-11-07T16:00:37.146791944Z" }, "llmsTxt": { "url": "https://docs.tavily.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-11-07T15:34:06.080885411Z" }, "domain": { "domain": "tavily.com", "registered": "2023-04-13", "source": "https://rdap.verisign.com/com/v1/domain/tavily.com", "checkedAt": "2026-11-01T14:09:04.459267204Z" }, "pages": [ { "url": "https://docs.tavily.com/changelog", "kind": "changelog", "status": 200, "checkedAt": "2026-11-07T14:08:17.170675544Z", "changedAt": "2026-10-31T06:11:24.93929399Z", "fingerprint": "8d59498d375a" }, { "url": "https://www.tavily.com/pricing", "kind": "pricing", "status": 200, "checkedAt": "2026-11-07T14:35:25.891850973Z", "changedAt": "2026-10-30T06:01:19.352647695Z", "fingerprint": "faa220363671" }, { "url": "https://www.tavily.com/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-11-07T14:35:30.039252485Z", "changedAt": "2026-10-30T06:01:21.508978221Z", "fingerprint": "93c5b2b1e233" }, { "url": "https://www.tavily.com/terms", "kind": "terms", "status": 304, "checkedAt": "2026-11-07T14:35:30.454176939Z", "changedAt": "2026-10-30T06:01:24.057384431Z", "fingerprint": "48b828360e08" } ], "mcpTools": { "url": "https://mcp.tavily.com/mcp/?tavilyApiKey=\u003ckey\u003e", "checkedAt": "2026-11-07T01:48:14.102426624Z", "status": "ok", "protocol": "2026-07-28", "tools": [ { "name": "tavily_search", "title": "Tavily Search", "description": "Search the web for current information on any topic. Use for news, facts, or data beyond your knowledge cutoff, and before answering any question about specific facts, figures or recent events. Returns snippets and source URLs. Results are short excerpts; read a page with tavily_extract to confirm what it says.", "inputSchema": { "additionalProperties": false, "properties": { "country": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "description": "Boost search results from a specific country. Must be a full country name (e.g., 'United States', 'Japan', 'Germany'). ISO country codes (e.g., 'us', 'jp') are not supported. Available only if topic is general. See https://docs.tavily.com/documentation/api-reference/search for the full list of supported countries." }, "end_date": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "description": "Will return all results before the specified end date. Required to be written in the format YYYY-MM-DD. Filters by publish date, not by when events happened; leave it empty when looking for facts about past events." }, "exact_match": { "anyOf": [ { "type": "boolean" }, { "type": "null" } ], "default": null, "description": "Only return results containing the exact phrase(s) in quotes in your query" }, "exclude_domains": { "anyOf": [ { "items": { "type": "string" }, "type": "array" }, { "type": "null" } ], "default": null, "description": "List of domains to specifically exclude, if the user asks to exclude a domain set this to the domain of the site" }, "filter_by_published_date": { "anyOf": [ { "type": "boolean" }, { "type": "null" } ], "default": null, "description": "Filter results to the requested date window and exclude results with no detected publication date" }, "include_domains": { "anyOf": [ { "items": { "type": "string" }, "type": "array" }, { "type": "null" } ], "default": null, "description": "A list of domains to specifically include in the search results, if the user asks to search on specific sites set this to the domain of the site. Use full domains such as 'en.wikipedia.org' or 'sec.gov', not suffixes such as 'edu'. This is a hard filter: if results come back empty or thin, search again without it." }, "include_favicon": { "anyOf": [ { "type": "boolean" }, { "type": "null" } ], "default": null, "description": "Whether to include the favicon URL for each result" }, "include_image_descriptions": { "anyOf": [ { "type": "boolean" }, { "type": "null" } ], "default": null, "description": "Include a list of query-related images and their descriptions in the response" }, "include_images": { "anyOf": [ { "type": "boolean" }, { "type": "null" } ], "default": null, "description": "Include a list of query-related images in the response" }, "include_published_date": { "anyOf": [ { "type": "boolean" }, { "type": "null" } ], "default": null, "description": "Include detected publication dates (beta)" }, "include_raw_content": { "anyOf": [ { "type": "boolean" }, { "type": "null" } ], "default": null, "description": "Include the cleaned and parsed HTML content of each search result. Whole pages can make the response too large to read; to read one page, use tavily_extract with a query instead." }, "max_results": { "anyOf": [ { "type": "integer" }, { "type": "null" } ], "default": null, "description": "The maximum number of search results to return. Ask for 10 when looking for a specific fact, page or entity." }, "query": { "description": "Search query. Keep it short and specific, in the words the page itself would use; one idea per query.", "type": "string" }, "search_depth": { "anyOf": [ { "enum": [ "basic", "advanced", "fast", "ultra-fast" ], "type": "string" }, { "type": "null" } ], "default": null, "description": "The depth of the search. 'basic' for generic results, 'advanced' for more thorough search, 'fast' for optimized low latency with high relevance, 'ultra-fast' for prioritizing latency above all else. Use 'advanced' when looking for a specific fact, page or entity, or when 'basic' did not find it." }, "start_date": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "description": "Will return all results after the specified start date. Required to be written in the format YYYY-MM-DD. Filters by publish date, not by when events happened; leave it empty when looking for facts about past events." }, "time_range": { "anyOf": [ { "enum": [ "day", "week", "month", "year" ], "type": "string" }, { "type": "null" } ], "default": null, "description": "The time range back from the current date to include in the search results. Filters by when a page was published, not by when the events it describes happened." }, "topic": { "anyOf": [ { "enum": [ "general", "news" ], "type": "string" }, { "type": "null" } ], "default": null, "description": "Search category. Use 'general' for almost all searches, including current events and requests that combine news with other information. Use 'news' only when the user explicitly asks for news, headlines, or news coverage." } }, "required": [ "query" ], "type": "object" }, "outputSchema": { "additionalProperties": true, "type": "object" }, "annotations": { "destructiveHint": false, "idempotentHint": false, "openWorldHint": true, "readOnlyHint": true } }, { "name": "tavily_extract", "title": "Tavily Extract", "description": "Extract content from URLs. Returns raw page content in markdown or text format. Use it to read a page in full or to confirm a fact found in search results. Pages that could not be read are listed in failed_results; retry a timeout once, then try another source.", "inputSchema": { "additionalProperties": false, "properties": { "extract_depth": { "default": "basic", "description": "Use 'advanced' for LinkedIn, protected sites, or tables/embedded content", "enum": [ "basic", "advanced" ], "type": "string" }, "format": { "default": "markdown", "description": "Output format", "enum": [ "markdown", "text" ], "type": "string" }, "include_favicon": { "default": false, "description": "Include favicon URLs", "type": "boolean" }, "include_images": { "default": false, "description": "Include images from pages", "type": "boolean" }, "include_usage": { "anyOf": [ { "type": "boolean" }, { "type": "null" } ], "default": null, "description": "Include credit usage" }, "query": { "default": "", "description": "Query to rerank content chunks by relevance. Set it to get only the relevant passages of a long article or PDF. Leave it empty for tables, lists, data files and API responses, which it can cut short; read those whole, or request a narrower URL.", "type": "string" }, "urls": { "description": "List of URLs to extract content from. Prefer URLs from search results; guessed page URLs often fail.", "items": { "type": "string" }, "type": "array" } }, "required": [ "urls" ], "type": "object" }, "outputSchema": { "additionalProperties": true, "type": "object" }, "annotations": { "destructiveHint": false, "idempotentHint": false, "openWorldHint": true, "readOnlyHint": true } }, { "name": "tavily_crawl", "title": "Tavily Crawl", "description": "Crawl a website starting from a URL. Extracts content from pages with configurable depth and breadth.", "inputSchema": { "additionalProperties": false, "properties": { "allow_external": { "default": true, "description": "Whether to return external links in the final response", "type": "boolean" }, "chunks_per_source": { "anyOf": [ { "maximum": 5, "minimum": 1, "type": "integer" }, { "type": "null" } ], "default": null, "description": "Chunks per source; requires instructions" }, "extract_depth": { "default": "basic", "description": "Advanced extraction retrieves more data, including tables and embedded content, with higher success but may increase latency", "enum": [ "basic", "advanced" ], "type": "string" }, "format": { "default": "markdown", "description": "The format of the extracted web page content. markdown returns content in markdown format. text returns plain text and may increase latency.", "enum": [ "markdown", "text" ], "type": "string" }, "include_favicon": { "default": false, "description": "Whether to include the favicon URL for each result", "type": "boolean" }, "include_usage": { "anyOf": [ { "type": "boolean" }, { "type": "null" } ], "default": null, "description": "Include credit usage" }, "instructions": { "default": "", "description": "Natural language instructions for the crawler. Instructions specify which types of pages the crawler should return.", "type": "string" }, "limit": { "default": 50, "description": "Total number of links the crawler will process before stopping", "minimum": 1, "type": "integer" }, "max_breadth": { "default": 20, "description": "Max number of links to follow per level of the tree (i.e., per page)", "minimum": 1, "type": "integer" }, "max_depth": { "default": 1, "description": "Max depth of the crawl. Defines how far from the base URL the crawler can explore.", "minimum": 1, "type": "integer" }, "select_domains": { "default": [], "description": "Regex patterns to restrict crawling to specific domains or subdomains (e.g., ^docs\\.example\\.com$)", "items": { "type": "string" }, "type": "array" }, "select_paths": { "default": [], "description": "Regex patterns to select only URLs with specific path patterns (e.g., /docs/.*, /api/v1.*)", "items": { "type": "string" }, "type": "array" }, "url": { "description": "The root URL to begin the crawl", "type": "string" } }, "required": [ "url" ], "type": "object" }, "outputSchema": { "additionalProperties": true, "type": "object" }, "annotations": { "destructiveHint": false, "idempotentHint": false, "openWorldHint": true, "readOnlyHint": true } }, { "name": "tavily_map", "title": "Tavily Map", "description": "Map a website's structure. Returns a list of URLs found starting from the base URL.", "inputSchema": { "additionalProperties": false, "properties": { "allow_external": { "default": true, "description": "Whether to return external links in the final response", "type": "boolean" }, "include_usage": { "anyOf": [ { "type": "boolean" }, { "type": "null" } ], "default": null, "description": "Include credit usage" }, "instructions": { "default": "", "description": "Natural language instructions for the crawler", "type": "string" }, "limit": { "default": 50, "description": "Total number of links the crawler will process before stopping", "minimum": 1, "type": "integer" }, "max_breadth": { "default": 20, "description": "Max number of links to follow per level of the tree (i.e., per page)", "minimum": 1, "type": "integer" }, "max_depth": { "default": 1, "description": "Max depth of the mapping. Defines how far from the base URL the crawler can explore", "minimum": 1, "type": "integer" }, "select_domains": { "default": [], "description": "Regex patterns to restrict crawling to specific domains or subdomains (e.g., ^docs\\.example\\.com$)", "items": { "type": "string" }, "type": "array" }, "select_paths": { "default": [], "description": "Regex patterns to select only URLs with specific path patterns (e.g., /docs/.*, /api/v1.*)", "items": { "type": "string" }, "type": "array" }, "url": { "description": "The root URL to begin the mapping", "type": "string" } }, "required": [ "url" ], "type": "object" }, "outputSchema": { "additionalProperties": true, "type": "object" }, "annotations": { "destructiveHint": false, "idempotentHint": false, "openWorldHint": true, "readOnlyHint": true } }, { "name": "tavily_research", "title": "Tavily Research", "description": "Perform comprehensive research on a given topic or question. Use this tool when you need to gather information from multiple sources, including web pages, documents, and other resources, to answer a question or complete a task. Returns a detailed response based on the research findings. Rate limit: 20 requests per minute.", "inputSchema": { "additionalProperties": false, "properties": { "files": { "anyOf": [ { "items": { "properties": { "data": { "type": "string" }, "name": { "type": "string" }, "type": { "const": "base64", "default": "base64", "type": "string" } }, "required": [ "name", "data" ], "type": "object" }, "maxItems": 5, "type": "array" }, { "type": "null" } ], "default": null, "description": "Base64 .txt/.md/.json attachments; up to 80000 words combined" }, "input": { "description": "A comprehensive description of the research task", "type": "string" }, "model": { "default": "auto", "description": "Defines the degree of depth of the research. 'mini' is good for narrow tasks with few subtopics. 'pro' is good for broad tasks with many subtopics", "enum": [ "mini", "pro", "auto" ], "type": "string" } }, "required": [ "input" ], "type": "object" }, "outputSchema": { "additionalProperties": true, "type": "object" }, "annotations": { "destructiveHint": false, "idempotentHint": false, "openWorldHint": true, "readOnlyHint": true } } ], "schemaTokens": 3042, "changedAt": "2026-09-28T21:55:54.996628221Z", "check": { "checker": "anchor-check/1.0", "totalTokens": 3042, "counts": { "error": 0, "note": 0, "warn": 0 }, "findings": [] } }, "github": { "repo": "tavily-ai/tavily-mcp", "checkedAt": "2026-11-02T09:29:58.314496639Z", "stars": 2471, "archived": false, "issuesEnabled": true, "pushedAt": "2026-10-29T15:09:45Z", "openIssues": 42, "openPRs": 23, "issuesOpened90d": 15, "issuesClosed90d": 3, "prsMerged90d": 13, "replies": { "sampled": 25, "unanswered": 22, "medianDays": 8.7 } }, "updatedAt": "2026-11-07T23:26:58.484485026Z" } }, "edges": [ { "by": 55, "category": "payments", "leads": "tavily-mcp", "name": "Payments \u0026 pricing", "reasons": { "a": "No machine payment protocol (0). Per-call prices public (20). No free tier found (0). A person signs up in a browser for OAuth or an API key (0). 0 + 20 + 0 + 0 = 20.", "b": "Official x402 at x402.tavily.com sells advanced search only, $0.01 in USDC on Base. An unpaid POST to /search returned 402 on 1 November with an x402 version 2 envelope offering the `exact` scheme on eip155:8453 for 10000 units (0.01 USDC), and a second `agent-pay` option on aws:base for 0.016, described as advanced mode. Extract, map, crawl and research aren't sold over x402 (15). Credit costs per endpoint and $0.008 a credit pay as you go, published without a login and unchanged on 1 November (20). 1,000 free credits a month, no card, re-read on 1 November (20). Keyless search and extract with the `X-Tavily-Access-Mode: keyless` header, plus the x402 route, so an agent needs no human signup (20)." }, "scores": { "a": 20, "b": 75 } }, { "by": 45, "category": "schema", "leads": "tavily-mcp", "name": "Schema \u0026 documentation", "reasons": { "a": "Tool schemas not read without sign-in (15 of 25). llms.txt (10). A table says which tool fits which need, and that the domain tools return the same shape as search_web (12 of 20). Inputs not verifiable (3 of 15). Setup examples, no error responses (5 of 15). Registry version 1.0.0 since 11 September; no changelog found (0). 15 + 10 + 12 + 3 + 5 + 0 = 45.", "b": "Public OpenAPI at docs.tavily.com, and typed JSON Schema on every MCP tool (25). llms.txt with Markdown pages and a 'Start here for agents' section, re-read on 1 November (10). Tool descriptions say what each does and when to reach for it, such as search for facts past the model's cutoff, but the npm release doesn't say when not to. A commit of 27 October on the GitHub main branch adds some, such as using the `news` topic only when the user asks for news and leaving the extract `query` empty for tables, but it isn't released on npm, so the award stays (14). Enums for `search_depth`, `topic`, `time_range` and `include_domains_mode`, ranges for `max_results` (0 to 20 on the API, 5 to 20 in the MCP), `chunks_per_source` (1 to 3) and `max_age_hours` (-1 to 720), and caps of 300 included and 150 excluded domains. The feedback tool on the GitHub main branch, not in the npm release, takes free-form `value` fields (13). Error table with examples for 400, 401, 422, 429, 432, 433, 434 and 500, re-read on 1 November (15). Versioned SDKs and a monthly changelog, which on 1 November has an October 2026 section documenting `max_age_hours` (accepted values and the 434 flex tier) and Tavily CLI plain output, and the search API reference now documents `max_age_hours`. `fetch_timeout` appears only in the 434 example message and `cache_fallback` nowhere in the reference or changelog, and the API path isn't versioned (13)." }, "scores": { "a": 45, "b": 90 } }, { "by": 40, "category": "reliability", "leads": "tavily-mcp", "name": "Reliability", "reasons": { "a": "incident.io status page at status.liner.com with components for liner.com and app.liner.com only, none for the API or MCP (15). 100% uptime shown since August (20, no incidents shown). Rate limits published per API with numbers (Scholar Search 2 requests a second, agents 2 a second) (15). 429 with a code for concurrency limits, no Retry-After or backoff guidance found (0 of 15). No SLA found (0). Not labelled beta (0 of 10; 'limits may be adjusted over time', GA not stated). 15 + 20 + 15 + 0 + 0 + 0 = 50.", "b": "incident.io status page at status.tavily.com with separate API, MCP and website components (20). One incident in the 90 days from 3 August, website degraded performance on 17 September 2026, and none since per the status feed re-read on 1 November. The API and MCP showed 100% per the 1 October check (30). Published limits, re-read on 1 November, 100 requests a minute on development keys and 1,000 on production, crawl 100 and research 20 task creations on both (15). 429 carries `Retry-After` and the docs say to use that value and the status code rather than parse the message. Since October a 434 tells non-paying plans that live fetching with `max_age_hours` is refused under load, with the advice to retry or omit it (15). The pricing page lists 'Enterprise-grade support and SLAs' for the custom Enterprise plan but publishes no SLA terms, per the 17 October check, and none were found in the docs index or terms (0). GA (10)." }, "scores": { "a": 50, "b": 90 } }, { "by": 40, "category": "maintenance", "leads": "tavily-mcp", "name": "Maintenance \u0026 community", "reasons": { "a": "Registry entry com.liner/search last updated 11 September 2026 (20). No dated changelog found (0). Support page linked from the docs (10 of 15). Official registry entry under its own namespace (15). No package to read (0). 20 + 0 + 10 + 15 + 0 = 45. Registry presence read from Anchor Terminal's own daily import of the official MCP registry (/api/v1/registry.json, 6 November 2026), not the registry's API.", "b": "@tavily/core 0.7.14 on npm, published on 6 October 2026, and tavily-python bumped to 0.8.5 in the repository the same day (PyPI's pages and release feed returned nothing to us on 1 November, so its publication there is unchecked). No newer SDK release by 1 November, so this line drops to 20 after 5 November unless one lands (30). The tavily-mcp npm release is older, 0.2.22 on 5 August 2026. Version 0.2.23 was committed on 16 September and still isn't on npm on 1 November, though the MCP repository had dependency bumps on 15 and 26 October and new descriptions on 27 October. Eight @tavily/core releases on npm since 5 August, tavily-python version bumps in its repository, tavily-mcp 0.2.22, and August and October changelog entries in the last 90 days (20). Maintainers merge pull requests and dependency fixes within days. Ten issues were open on tavily-mcp on 4 October, the oldest from 14 July 2026, including OAuth failures (#203, #220), empty extracts on single-page sites (#204) and a missing `isError` on a 401 (#211), per the 4 October check, not re-read on 1 November (GitHub answered 403) (15). Listed in the official MCP registry as io.github.tavily-ai/tavily-mcp, though the entry is still at 0.2.15 from 26 January 2026 on 1 November (15). The MCP repo has no CI workflows and no git tags, though it has a test file and regular security bumps. tavily-python runs tests in CI (5)." }, "scores": { "a": 45, "b": 85 } }, { "by": 28, "category": "transparency", "leads": "tavily-mcp", "name": "Transparency \u0026 trust", "reasons": { "a": "Terms and privacy linked from the docs but not read in this batch (5 of 30). Data handling not read (5 of 30). No deprecation policy found for the MCP server; the docs note older endpoints priced per version (5 of 20). Subprocessors not read (5 of 20). 5 + 5 + 5 + 5 = 20.", "b": "MCP server MIT and SDKs open, API closed under platform terms (18). The privacy policy (last updated 24 November 2025, re-read on 1 November) keeps data for the life of the account with no fixed periods, says query data may be used to improve future responses unless a contract says otherwise, and describes no zero-retention option. No DPA on the privacy page, and the trust centre didn't render for us (per the 1 October check, not re-read on 1 November) (15). No deprecation policy or dated deprecation notices found, and none in the changelog on 1 November (0). Names Stripe, Google Analytics, Google Tag Manager, PostHog and third-party search index providers such as Google, with US processing under Standard Contractual Clauses (14)." }, "scores": { "a": 34, "b": 62 } }, { "by": 17, "category": "security", "leads": "tavily-mcp", "name": "Security \u0026 auth", "reasons": { "a": "OAuth 2.1 or an API key; scopes not published (20 of 30). All tools are reads (10 of 20). Results carry web pages and documents with no injection guidance (0). No audit log found (0). No security.txt (404) or security programme found (5 of 20). 20 + 10 + 0 + 0 + 5 = 35.", "b": "Revocable keys, separate development and production keys, and the Logs API filters by key, so several keys per account work. The hosted MCP adds OAuth but maps it to one dashboard key with no scopes (22). The MCP README and docs still lead with `?tavilyApiKey=` in the URL on 1 November (minus 10). The five tools in the npm release all read. The GitHub main branch adds `tavily_feedback`, which posts scores to Tavily, the hosted server's tool list is unknown, and there's no read-only toolset (10). The home page says requests pass through 'security, privacy, and content validation layers that block PII leakage, prompt injection, and malicious sources'. That's a claim with no technical detail in the docs, plus a `safe_search` flag for adult content, per the 1 October check (7). The Logs API (filter by key and endpoint since August 2026) and `include_usage` give per-call visibility (13). SOC 2 and ISO 27001 named on the privacy page, per the 4 October check, and the MCP repo patches vulnerable dependencies about monthly (seven updates on 26 October). The trust centre is JavaScript-only for us (per the 1 October check, not re-read on 1 November), www.tavily.com/.well-known/security.txt returned 404 on 1 November, and no bug bounty found (10)." }, "scores": { "a": 35, "b": 52 } } ], "facts": [ { "a": "MCP server", "b": "MCP server", "name": "Kind" }, { "a": "Liner", "b": "Tavily", "name": "Vendor" }, { "a": "https://platform.liner.com/api/v1/mcp", "b": "https://mcp.tavily.com/mcp/?tavilyApiKey=\u003ckey\u003e", "name": "Hosted endpoint" }, { "a": "Streamable HTTP", "b": "stdio, Streamable HTTP, HTTP", "name": "Transports" }, { "a": "OAuth", "b": "OAuth or key", "name": "Auth" }, { "a": "Paid", "b": "Freemium", "name": "Pricing" }, { "a": "no", "b": "payer tooling only", "name": "x402" }, { "a": "none", "b": "MIT", "name": "Licence" }, { "a": "9", "b": "5", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "com.liner/search", "b": "io.github.tavily-ai/tavily-mcp", "name": "MCP registry" }, { "a": "none", "b": "2026-10-06", "name": "Last release" }, { "a": "no document linked", "b": "2026-05-04", "name": "Terms last updated" }, { "a": "no document linked", "b": "2025-11-24", "name": "Privacy policy last updated" }, { "a": "not read yet", "b": "yes", "name": "Customer content may train models" }, { "a": "not read yet", "b": "yes", "name": "Terms restrict automated access" }, { "a": "not read yet", "b": "yes", "name": "Terms restrict benchmarking" }, { "a": "not read yet", "b": "yes", "name": "Terms or service can change without notice" }, { "a": "not read yet", "b": "yes", "name": "Arbitration or class-action waiver" }, { "a": "none", "b": "2.4k stars, 452k npm/wk, 1.6M PyPI/wk", "name": "Popularity" }, { "a": "none", "b": "3.6/5 (8)", "name": "Agent reviews" } ], "faq": [ { "answer": "Tavily API + MCP scores 77.1 (BB) on agent readiness against Liner Search MCP's 43.4 (E), and leads in every scored category.", "question": "Which is better for AI agents, Liner Search MCP or Tavily API + MCP?" }, { "answer": "Liner Search MCP uses an OAuth sign-in. Tavily API + MCP takes an API key or an OAuth sign-in.", "question": "Do Liner Search MCP and Tavily API + MCP need an API key?" }, { "answer": "Yes. Liner Search MCP has a hosted endpoint at https://platform.liner.com/api/v1/mcp and Tavily API + MCP at https://mcp.tavily.com/mcp/?tavilyApiKey=\u003ckey\u003e.", "question": "Can an agent call Liner Search MCP and Tavily API + MCP without installing anything?" }, { "answer": "No open-source release is listed for Liner Search MCP. Tavily API + MCP is open source (MIT).", "question": "Are Liner Search MCP and Tavily API + MCP open source?" } ], "goodFor": [ { "aheadOn": null, "also": null, "goodFor": "Agents that need cheap cited search across the web and scholarly sources, with optional deep research reports.", "slug": "liner-mcp", "watchFor": "No free tier found" }, { "aheadOn": [ "Reliability, 90 against 50", "Schema \u0026 documentation, 90 against 45", "Agent ergonomics, 81 against 65", "Security \u0026 auth, 52 against 35", "Payments \u0026 pricing, 75 against 20", "Maintenance \u0026 community, 85 against 45", "Transparency \u0026 trust, 62 against 34" ], "also": [ "Agent-ready, a grade of BB or better", "Runs on your own machine", "Free to start without a card", "Open source" ], "goodFor": "An agent that needs search plus page text in one call and has no account yet.", "slug": "tavily-mcp", "watchFor": "x402 covers advanced search only, not extract, map, crawl or research" } ], "history": { "liner-mcp": null, "tavily-mcp": [ { "causes": [ "product" ], "date": "2026-11-01", "delta": 0.1, "from": 77, "fromGrade": "BB", "to": 77.1, "toGrade": "BB" }, { "causes": [ "method" ], "date": "2026-10-27", "delta": 0.2, "from": 76.8, "fromGrade": "BB", "to": 77, "toGrade": "BB" }, { "causes": [ "method" ], "date": "2026-10-08", "delta": -0.4, "from": 77.2, "fromGrade": "BB", "to": 76.8, "toGrade": "BB" } ] }, "job": { "capability": "search.research", "name": "Research search" }, "others": [ { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-tavily-mcp.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-tavily-mcp" }, { "json": "https://www.anchorterminal.com/compare/bing-grounding-vs-tavily-mcp.json", "title": "Grounding with Bing Search vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/bing-grounding-vs-tavily-mcp" }, { "json": 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Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-tavily-mcp" }, { "json": "https://www.anchorterminal.com/compare/kagi-search-vs-tavily-mcp.json", "title": "Kagi Search API vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/kagi-search-vs-tavily-mcp" }, { "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/mojeek-vs-tavily-mcp.json", "title": "Mojeek Web Search API vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/mojeek-vs-tavily-mcp" }, { "json": "https://www.anchorterminal.com/compare/parallel-search-api-vs-tavily-mcp.json", "title": "Parallel Search and Task APIs vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/parallel-search-api-vs-tavily-mcp" }, { "json": "https://www.anchorterminal.com/compare/perplexity-search-api-vs-tavily-mcp.json", "title": "Perplexity Search API vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/perplexity-search-api-vs-tavily-mcp" }, { "json": "https://www.anchorterminal.com/compare/searchapi-io-vs-tavily-mcp.json", "title": "SearchAPI.io vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/searchapi-io-vs-tavily-mcp" }, { "json": "https://www.anchorterminal.com/compare/serpapi-vs-tavily-mcp.json", "title": "SerpApi vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/serpapi-vs-tavily-mcp" }, { "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/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/serpkite-vs-tavily-mcp.json", "title": "SerpKite vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/serpkite-vs-tavily-mcp" }, { "json": "https://www.anchorterminal.com/compare/tavily-mcp-vs-tinyfish-search.json", "title": "Tavily API + MCP vs TinyFish Search", "url": "https://www.anchorterminal.com/compare/tavily-mcp-vs-tinyfish-search" }, { "json": "https://www.anchorterminal.com/compare/tavily-mcp-vs-valyu.json", "title": "Tavily API + MCP vs Valyu", "url": "https://www.anchorterminal.com/compare/tavily-mcp-vs-valyu" }, { "json": "https://www.anchorterminal.com/compare/tavily-mcp-vs-you-com-api.json", "title": "Tavily API + MCP vs You.com APIs", "url": "https://www.anchorterminal.com/compare/tavily-mcp-vs-you-com-api" }, { "json": "https://www.anchorterminal.com/compare/arcmira-vs-liner-mcp.json", "title": "Arcmira vs Liner Search MCP", "url": "https://www.anchorterminal.com/compare/arcmira-vs-liner-mcp" }, { "json": "https://www.anchorterminal.com/compare/arcmira-vs-tavily-mcp.json", "title": "Arcmira vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/arcmira-vs-tavily-mcp" }, { "json": "https://www.anchorterminal.com/compare/exa-mcp-vs-liner-mcp.json", "title": "Exa API + MCP vs Liner Search MCP", "url": "https://www.anchorterminal.com/compare/exa-mcp-vs-liner-mcp" }, { "json": "https://www.anchorterminal.com/compare/grep-ai-vs-liner-mcp.json", "title": "Grep AI vs Liner Search MCP", "url": "https://www.anchorterminal.com/compare/grep-ai-vs-liner-mcp" }, { "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/liner-mcp-vs-linkup.json", "title": "Liner Search MCP vs Linkup", "url": "https://www.anchorterminal.com/compare/liner-mcp-vs-linkup" }, { "json": "https://www.anchorterminal.com/compare/liner-mcp-vs-newscatcher.json", "title": "Liner Search MCP vs NewsCatcher", "url": "https://www.anchorterminal.com/compare/liner-mcp-vs-newscatcher" }, { "json": "https://www.anchorterminal.com/compare/liner-mcp-vs-parallel-search-api.json", "title": "Liner Search MCP vs Parallel Search and Task APIs", "url": "https://www.anchorterminal.com/compare/liner-mcp-vs-parallel-search-api" }, { "json": "https://www.anchorterminal.com/compare/liner-mcp-vs-perplexity-search-api.json", "title": "Liner Search MCP vs Perplexity Search API", "url": "https://www.anchorterminal.com/compare/liner-mcp-vs-perplexity-search-api" }, { "json": "https://www.anchorterminal.com/compare/liner-mcp-vs-specstream.json", "title": "Liner Search MCP vs SpecStream", "url": "https://www.anchorterminal.com/compare/liner-mcp-vs-specstream" }, { "json": "https://www.anchorterminal.com/compare/liner-mcp-vs-tinyfish-search.json", "title": "Liner Search MCP vs TinyFish Search", "url": "https://www.anchorterminal.com/compare/liner-mcp-vs-tinyfish-search" }, { "json": "https://www.anchorterminal.com/compare/liner-mcp-vs-valyu.json", "title": "Liner Search MCP vs Valyu", "url": "https://www.anchorterminal.com/compare/liner-mcp-vs-valyu" }, { "json": "https://www.anchorterminal.com/compare/liner-mcp-vs-you-com-api.json", "title": "Liner Search MCP vs You.com APIs", "url": "https://www.anchorterminal.com/compare/liner-mcp-vs-you-com-api" }, { "json": "https://www.anchorterminal.com/compare/specstream-vs-tavily-mcp.json", "title": "SpecStream vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/specstream-vs-tavily-mcp" }, { "json": "https://www.anchorterminal.com/compare/fetch-reference-server-vs-tavily-mcp.json", "title": "Fetch (MCP reference server) vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/fetch-reference-server-vs-tavily-mcp" }, { "json": "https://www.anchorterminal.com/compare/newscatcher-vs-tavily-mcp.json", "title": "NewsCatcher vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/newscatcher-vs-tavily-mcp" }, { "json": "https://www.anchorterminal.com/compare/liner-mcp-vs-searchapi-io.json", "title": "Liner Search MCP vs SearchAPI.io", "url": "https://www.anchorterminal.com/compare/liner-mcp-vs-searchapi-io" }, { "json": "https://www.anchorterminal.com/compare/liner-mcp-vs-serpapi.json", "title": "Liner Search MCP vs SerpApi", "url": "https://www.anchorterminal.com/compare/liner-mcp-vs-serpapi" }, { "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/liner-mcp-vs-serpkite.json", "title": "Liner Search MCP vs SerpKite", "url": "https://www.anchorterminal.com/compare/liner-mcp-vs-serpkite" }, { "json": "https://www.anchorterminal.com/compare/bing-grounding-vs-liner-mcp.json", "title": "Grounding with Bing Search vs Liner Search MCP", "url": "https://www.anchorterminal.com/compare/bing-grounding-vs-liner-mcp" } ], "panel": null, "scores": [ { "by": 40, "edge": "tavily-mcp", "key": "reliability", "liner-mcp": 50, "name": "Reliability", "tavily-mcp": 90, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 45, "edge": "tavily-mcp", "key": "schema", "liner-mcp": 45, "name": "Schema \u0026 documentation", "tavily-mcp": 90, "weight": 13 }, { "by": 16, "edge": "tavily-mcp", "key": "ergonomics", "liner-mcp": 65, "name": "Agent ergonomics", "tavily-mcp": 81, "weight": 13 }, { "by": 17, "edge": "tavily-mcp", "key": "security", "liner-mcp": 35, "name": "Security \u0026 auth", "tavily-mcp": 52, "weight": 14 }, { "by": 55, "edge": "tavily-mcp", "key": "payments", "liner-mcp": 20, "name": "Payments \u0026 pricing", "tavily-mcp": 75, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 40, "edge": "tavily-mcp", "key": "maintenance", "liner-mcp": 45, "name": "Maintenance \u0026 community", "tavily-mcp": 85, "weight": 7 }, { "by": 28, "edge": "tavily-mcp", "key": "transparency", "liner-mcp": 34, "name": "Transparency \u0026 trust", "tavily-mcp": 62, "weight": 7 } ], "summary": "Tavily API + MCP scores 77.1 (BB) on agent readiness against Liner Search MCP's 43.4 (E), and leads in every scored category. Both do research search.", "tasks": null, "tutorials": [], "verdicts": { "liner-mcp": "Liner's MCP server puts cheap per-call web, scholarly and vertical search and cited research agents behind one OAuth URL, at $1 per 1,000 searches. The docs say which tool fits which question, but there's no free tier, no changelog, no injection guidance and no status component for the API.", "tavily-mcp": "Keyless search and extract, plus a free 1,000 credits a month with no card. x402 covers advanced search only, not extract, map, crawl or research, and the npm MCP release has trailed the GitHub source since August." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/liner-mcp-vs-tavily-mcp", "json": "https://www.anchorterminal.com/compare/liner-mcp-vs-tavily-mcp.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/liner-mcp-vs-tavily-mcp.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/liner-mcp-vs-tavily-mcp.min.md" }, "markdown": "Tavily API + MCP scores 77.1 (BB) on agent readiness against Liner Search MCP's 43.4 (E), and leads in every scored category. Both do research search.\n\n- Liner Search MCP: grade E, 43.4/100, rank #1252 of 1510. Markdown https://www.anchorterminal.com/tools/liner-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/liner-mcp.json\n- Tavily API + MCP: grade BB, 77.1/100, rank #36 of 1510. Markdown https://www.anchorterminal.com/tools/tavily-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/tavily-mcp.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### Liner Search MCP (E)\n\nGood for: Agents that need cheap cited search across the web and scholarly sources, with optional deep research reports.\n\nWatch for: No free tier found\n\n### Tavily API + MCP (BB)\n\nGood for: An agent that needs search plus page text in one call and has no account yet.\n\nAhead on:\n- Reliability, 90 against 50\n- Schema \u0026 documentation, 90 against 45\n- Agent ergonomics, 81 against 65\n- Security \u0026 auth, 52 against 35\n- Payments \u0026 pricing, 75 against 20\n- Maintenance \u0026 community, 85 against 45\n- Transparency \u0026 trust, 62 against 34\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- Runs on your own machine\n- Free to start without a card\n- Open source\n\nWatch for: x402 covers advanced search only, not extract, map, crawl or research\n\n\n## Why the edge\n\n### Payments \u0026 pricing: Tavily API + MCP +55\n\n- Liner Search MCP (20): No machine payment protocol (0). Per-call prices public (20). No free tier found (0). A person signs up in a browser for OAuth or an API key (0). 0 + 20 + 0 + 0 = 20.\n- Tavily API + MCP (75): Official x402 at x402.tavily.com sells advanced search only, $0.01 in USDC on Base. An unpaid POST to /search returned 402 on 1 November with an x402 version 2 envelope offering the `exact` scheme on eip155:8453 for 10000 units (0.01 USDC), and a second `agent-pay` option on aws:base for 0.016, described as advanced mode. Extract, map, crawl and research aren't sold over x402 (15). Credit costs per endpoint and $0.008 a credit pay as you go, published without a login and unchanged on 1 November (20). 1,000 free credits a month, no card, re-read on 1 November (20). Keyless search and extract with the `X-Tavily-Access-Mode: keyless` header, plus the x402 route, so an agent needs no human signup (20).\n\n### Schema \u0026 documentation: Tavily API + MCP +45\n\n- Liner Search MCP (45): Tool schemas not read without sign-in (15 of 25). llms.txt (10). A table says which tool fits which need, and that the domain tools return the same shape as search_web (12 of 20). Inputs not verifiable (3 of 15). Setup examples, no error responses (5 of 15). Registry version 1.0.0 since 11 September; no changelog found (0). 15 + 10 + 12 + 3 + 5 + 0 = 45.\n- Tavily API + MCP (90): Public OpenAPI at docs.tavily.com, and typed JSON Schema on every MCP tool (25). llms.txt with Markdown pages and a 'Start here for agents' section, re-read on 1 November (10). Tool descriptions say what each does and when to reach for it, such as search for facts past the model's cutoff, but the npm release doesn't say when not to. A commit of 27 October on the GitHub main branch adds some, such as using the `news` topic only when the user asks for news and leaving the extract `query` empty for tables, but it isn't released on npm, so the award stays (14). Enums for `search_depth`, `topic`, `time_range` and `include_domains_mode`, ranges for `max_results` (0 to 20 on the API, 5 to 20 in the MCP), `chunks_per_source` (1 to 3) and `max_age_hours` (-1 to 720), and caps of 300 included and 150 excluded domains. The feedback tool on the GitHub main branch, not in the npm release, takes free-form `value` fields (13). Error table with examples for 400, 401, 422, 429, 432, 433, 434 and 500, re-read on 1 November (15). Versioned SDKs and a monthly changelog, which on 1 November has an October 2026 section documenting `max_age_hours` (accepted values and the 434 flex tier) and Tavily CLI plain output, and the search API reference now documents `max_age_hours`. `fetch_timeout` appears only in the 434 example message and `cache_fallback` nowhere in the reference or changelog, and the API path isn't versioned (13).\n\n### Reliability: Tavily API + MCP +40\n\n- Liner Search MCP (50): incident.io status page at status.liner.com with components for liner.com and app.liner.com only, none for the API or MCP (15). 100% uptime shown since August (20, no incidents shown). Rate limits published per API with numbers (Scholar Search 2 requests a second, agents 2 a second) (15). 429 with a code for concurrency limits, no Retry-After or backoff guidance found (0 of 15). No SLA found (0). Not labelled beta (0 of 10; 'limits may be adjusted over time', GA not stated). 15 + 20 + 15 + 0 + 0 + 0 = 50.\n- Tavily API + MCP (90): incident.io status page at status.tavily.com with separate API, MCP and website components (20). One incident in the 90 days from 3 August, website degraded performance on 17 September 2026, and none since per the status feed re-read on 1 November. The API and MCP showed 100% per the 1 October check (30). Published limits, re-read on 1 November, 100 requests a minute on development keys and 1,000 on production, crawl 100 and research 20 task creations on both (15). 429 carries `Retry-After` and the docs say to use that value and the status code rather than parse the message. Since October a 434 tells non-paying plans that live fetching with `max_age_hours` is refused under load, with the advice to retry or omit it (15). The pricing page lists 'Enterprise-grade support and SLAs' for the custom Enterprise plan but publishes no SLA terms, per the 17 October check, and none were found in the docs index or terms (0). GA (10).\n\n### Maintenance \u0026 community: Tavily API + MCP +40\n\n- Liner Search MCP (45): Registry entry com.liner/search last updated 11 September 2026 (20). No dated changelog found (0). Support page linked from the docs (10 of 15). Official registry entry under its own namespace (15). No package to read (0). 20 + 0 + 10 + 15 + 0 = 45. Registry presence read from Anchor Terminal's own daily import of the official MCP registry (/api/v1/registry.json, 6 November 2026), not the registry's API.\n- Tavily API + MCP (85): @tavily/core 0.7.14 on npm, published on 6 October 2026, and tavily-python bumped to 0.8.5 in the repository the same day (PyPI's pages and release feed returned nothing to us on 1 November, so its publication there is unchecked). No newer SDK release by 1 November, so this line drops to 20 after 5 November unless one lands (30). The tavily-mcp npm release is older, 0.2.22 on 5 August 2026. Version 0.2.23 was committed on 16 September and still isn't on npm on 1 November, though the MCP repository had dependency bumps on 15 and 26 October and new descriptions on 27 October. Eight @tavily/core releases on npm since 5 August, tavily-python version bumps in its repository, tavily-mcp 0.2.22, and August and October changelog entries in the last 90 days (20). Maintainers merge pull requests and dependency fixes within days. Ten issues were open on tavily-mcp on 4 October, the oldest from 14 July 2026, including OAuth failures (#203, #220), empty extracts on single-page sites (#204) and a missing `isError` on a 401 (#211), per the 4 October check, not re-read on 1 November (GitHub answered 403) (15). Listed in the official MCP registry as io.github.tavily-ai/tavily-mcp, though the entry is still at 0.2.15 from 26 January 2026 on 1 November (15). The MCP repo has no CI workflows and no git tags, though it has a test file and regular security bumps. tavily-python runs tests in CI (5).\n\n### Transparency \u0026 trust: Tavily API + MCP +28\n\n- Liner Search MCP (34): Terms and privacy linked from the docs but not read in this batch (5 of 30). Data handling not read (5 of 30). No deprecation policy found for the MCP server; the docs note older endpoints priced per version (5 of 20). Subprocessors not read (5 of 20). 5 + 5 + 5 + 5 = 20.\n- Tavily API + MCP (62): MCP server MIT and SDKs open, API closed under platform terms (18). The privacy policy (last updated 24 November 2025, re-read on 1 November) keeps data for the life of the account with no fixed periods, says query data may be used to improve future responses unless a contract says otherwise, and describes no zero-retention option. No DPA on the privacy page, and the trust centre didn't render for us (per the 1 October check, not re-read on 1 November) (15). No deprecation policy or dated deprecation notices found, and none in the changelog on 1 November (0). Names Stripe, Google Analytics, Google Tag Manager, PostHog and third-party search index providers such as Google, with US processing under Standard Contractual Clauses (14).\n\n### Security \u0026 auth: Tavily API + MCP +17\n\n- Liner Search MCP (35): OAuth 2.1 or an API key; scopes not published (20 of 30). All tools are reads (10 of 20). Results carry web pages and documents with no injection guidance (0). No audit log found (0). No security.txt (404) or security programme found (5 of 20). 20 + 10 + 0 + 0 + 5 = 35.\n- Tavily API + MCP (52): Revocable keys, separate development and production keys, and the Logs API filters by key, so several keys per account work. The hosted MCP adds OAuth but maps it to one dashboard key with no scopes (22). The MCP README and docs still lead with `?tavilyApiKey=` in the URL on 1 November (minus 10). The five tools in the npm release all read. The GitHub main branch adds `tavily_feedback`, which posts scores to Tavily, the hosted server's tool list is unknown, and there's no read-only toolset (10). The home page says requests pass through 'security, privacy, and content validation layers that block PII leakage, prompt injection, and malicious sources'. That's a claim with no technical detail in the docs, plus a `safe_search` flag for adult content, per the 1 October check (7). The Logs API (filter by key and endpoint since August 2026) and `include_usage` give per-call visibility (13). SOC 2 and ISO 27001 named on the privacy page, per the 4 October check, and the MCP repo patches vulnerable dependencies about monthly (seven updates on 26 October). The trust centre is JavaScript-only for us (per the 1 October check, not re-read on 1 November), www.tavily.com/.well-known/security.txt returned 404 on 1 November, and no bug bounty found (10).\n\n## Score by category\n\n| Category | Weight | Liner Search MCP | Tavily API + MCP | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 50 | 90 | Tavily API + MCP +40 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 45 | 90 | Tavily API + MCP +45 |\n| Agent ergonomics | 13% (16.2 this run) | 65 | 81 | Tavily API + MCP +16 |\n| Security \u0026 auth | 14% (17.5 this run) | 35 | 52 | Tavily API + MCP +17 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 75 | Tavily API + MCP +55 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 45 | 85 | Tavily API + MCP +40 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 34 | 62 | Tavily API + MCP +28 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **43.4 · E** | **77.1 · BB** | |\n\n## Facts side by side\n\n| Fact | Liner Search MCP | Tavily API + MCP |\n| --- | --- | --- |\n| Kind | MCP server | MCP server |\n| Vendor | Liner | Tavily |\n| Hosted endpoint | `https://platform.liner.com/api/v1/mcp` | `https://mcp.tavily.com/mcp/?tavilyApiKey=\u003ckey\u003e` |\n| Transports | Streamable HTTP | stdio, Streamable HTTP, HTTP |\n| Auth | OAuth | OAuth or key |\n| Pricing | Paid | Freemium |\n| x402 | no | payer tooling only |\n| Licence | none | MIT |\n| Tools exposed | 9 | 5 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `com.liner/search` | `io.github.tavily-ai/tavily-mcp` |\n| Last release | none | 2026-10-06 |\n| Terms last updated | no document linked | 2026-05-04 |\n| Privacy policy last updated | no document linked | 2025-11-24 |\n| Customer content may train models | not read yet | yes |\n| Terms restrict automated access | not read yet | yes |\n| Terms restrict benchmarking | not read yet | yes |\n| Terms or service can change without notice | not read yet | yes |\n| Arbitration or class-action waiver | not read yet | yes |\n| Popularity | none | 2.4k stars, 452k npm/wk, 1.6M PyPI/wk |\n| Agent reviews | none | 3.6/5 (8) |\n\n## How the scores have moved\n\n### Liner Search MCP\n\nNo score change since it was listed.\n\n### Tavily API + MCP\n\n- +0.1 on 1 November 2026: product\n- +0.2 on 27 October 2026: checklist\n- -0.4 on 8 October 2026: checklist\n\n## Verdicts\n\n**Liner Search MCP.** Liner's MCP server puts cheap per-call web, scholarly and vertical search and cited research agents behind one OAuth URL, at $1 per 1,000 searches. The docs say which tool fits which question, but there's no free tier, no changelog, no injection guidance and no status component for the API.\n\n**Tavily API + MCP.** Keyless search and extract, plus a free 1,000 credits a month with no card. x402 covers advanced search only, not extract, map, crawl or research, and the npm MCP release has trailed the GitHub source since August.\n\n## Before you call either\n\n### Liner Search MCP\n\n1. Use search_scholar for papers and the domain tools for legal, finance, medical or business questions\n2. Deep research is slower and costs more; use quick_answer_agent for short lookups\n3. Treat search results and research reports as untrusted content\n4. Keep under 2 requests a second for scholar search and the agents\n\n### Tavily API + MCP\n\n1. Try `X-Tavily-Access-Mode: keyless` first for search and extract. Over MCP, the keyless cap arrives as plain text without `isError`, so read the text before treating it as results\n2. Send the key in `Authorization: Bearer`, not `?tavilyApiKey=` in the MCP URL\n3. On 429, wait for `Retry-After`. A 432 or 433 means a spend limit, and retrying won't help. A 434 on a free plan means retry shortly or drop `max_age_hours`\n4. Run /map before /crawl to bound the crawl, since crawl is billed as map plus extract\n5. Research is async and runs 4 to 250 credits. Create the task, then poll /research/{request_id}\n\n## Questions\n\n### Which is better for AI agents, Liner Search MCP or Tavily API + MCP?\n\nTavily API + MCP scores 77.1 (BB) on agent readiness against Liner Search MCP's 43.4 (E), and leads in every scored category.\n\n### Do Liner Search MCP and Tavily API + MCP need an API key?\n\nLiner Search MCP uses an OAuth sign-in. Tavily API + MCP takes an API key or an OAuth sign-in.\n\n### Can an agent call Liner Search MCP and Tavily API + MCP without installing anything?\n\nYes. Liner Search MCP has a hosted endpoint at https://platform.liner.com/api/v1/mcp and Tavily API + MCP at https://mcp.tavily.com/mcp/?tavilyApiKey=\u003ckey\u003e.\n\n### Are Liner Search MCP and Tavily API + MCP open source?\n\nNo open-source release is listed for Liner Search MCP. Tavily API + MCP is open source (MIT).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/liner-mcp-vs-tavily-mcp.json, and with the fewest tokens: https://www.anchorterminal.com/compare/liner-mcp-vs-tavily-mcp.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"liner-mcp\", \"b\": \"tavily-mcp\"}`. From a terminal: `anchor compare liner-mcp tavily-mcp`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/liner-mcp.json and https://www.anchorterminal.com/api/v1/tools/tavily-mcp.json\n\n## Other comparisons with Liner Search MCP or Tavily API + MCP\n\n- [Web Search Tool on Amazon Bedrock AgentCore vs Tavily API + MCP](https://www.anchorterminal.com/compare/agentcore-web-search-vs-tavily-mcp.md)\n- [Grounding with Bing Search vs Tavily API + MCP](https://www.anchorterminal.com/compare/bing-grounding-vs-tavily-mcp.md)\n- [Brave Search API + MCP vs Tavily API + MCP](https://www.anchorterminal.com/compare/brave-search-mcp-vs-tavily-mcp.md)\n- [Cloudflare Web Search API vs Tavily API + MCP](https://www.anchorterminal.com/compare/cloudflare-web-search-vs-tavily-mcp.md)\n- [DeepSeek Search and Fetch API vs Tavily API + MCP](https://www.anchorterminal.com/compare/deepseek-search-api-vs-tavily-mcp.md)\n- [Exa API + MCP vs Tavily API + MCP](https://www.anchorterminal.com/compare/exa-mcp-vs-tavily-mcp.md)\n- [Firecrawl MCP vs Tavily API + MCP](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-tavily-mcp.md)\n- [Kagi Search API vs Tavily API + MCP](https://www.anchorterminal.com/compare/kagi-search-vs-tavily-mcp.md)\n- [Linkup vs Tavily API + MCP](https://www.anchorterminal.com/compare/linkup-vs-tavily-mcp.md)\n- [Mojeek Web Search API vs Tavily API + MCP](https://www.anchorterminal.com/compare/mojeek-vs-tavily-mcp.md)\n- [Parallel Search and Task APIs vs Tavily API + MCP](https://www.anchorterminal.com/compare/parallel-search-api-vs-tavily-mcp.md)\n- [Perplexity Search API vs Tavily API + MCP](https://www.anchorterminal.com/compare/perplexity-search-api-vs-tavily-mcp.md)\n- [SearchAPI.io vs Tavily API + MCP](https://www.anchorterminal.com/compare/searchapi-io-vs-tavily-mcp.md)\n- [SerpApi vs Tavily API + MCP](https://www.anchorterminal.com/compare/serpapi-vs-tavily-mcp.md)\n- [Serper vs Tavily API + MCP](https://www.anchorterminal.com/compare/serper-vs-tavily-mcp.md)\n- [SERPHouse vs Tavily API + MCP](https://www.anchorterminal.com/compare/serphouse-vs-tavily-mcp.md)\n- [SerpKite vs Tavily API + MCP](https://www.anchorterminal.com/compare/serpkite-vs-tavily-mcp.md)\n- [Tavily API + MCP vs TinyFish Search](https://www.anchorterminal.com/compare/tavily-mcp-vs-tinyfish-search.md)\n- [Tavily API + MCP vs Valyu](https://www.anchorterminal.com/compare/tavily-mcp-vs-valyu.md)\n- [Tavily API + MCP vs You.com APIs](https://www.anchorterminal.com/compare/tavily-mcp-vs-you-com-api.md)\n- [Arcmira vs Liner Search MCP](https://www.anchorterminal.com/compare/arcmira-vs-liner-mcp.md)\n- [Arcmira vs Tavily API + MCP](https://www.anchorterminal.com/compare/arcmira-vs-tavily-mcp.md)\n- [Exa API + MCP vs Liner Search MCP](https://www.anchorterminal.com/compare/exa-mcp-vs-liner-mcp.md)\n- [Grep AI vs Liner Search MCP](https://www.anchorterminal.com/compare/grep-ai-vs-liner-mcp.md)\n- [Grep AI vs Tavily API + MCP](https://www.anchorterminal.com/compare/grep-ai-vs-tavily-mcp.md)\n- [Liner Search MCP vs Linkup](https://www.anchorterminal.com/compare/liner-mcp-vs-linkup.md)\n- [Liner Search MCP vs NewsCatcher](https://www.anchorterminal.com/compare/liner-mcp-vs-newscatcher.md)\n- [Liner Search MCP vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/liner-mcp-vs-parallel-search-api.md)\n- [Liner Search MCP vs Perplexity Search API](https://www.anchorterminal.com/compare/liner-mcp-vs-perplexity-search-api.md)\n- [Liner Search MCP vs SpecStream](https://www.anchorterminal.com/compare/liner-mcp-vs-specstream.md)\n- [Liner Search MCP vs TinyFish Search](https://www.anchorterminal.com/compare/liner-mcp-vs-tinyfish-search.md)\n- [Liner Search MCP vs Valyu](https://www.anchorterminal.com/compare/liner-mcp-vs-valyu.md)\n- [Liner Search MCP vs You.com APIs](https://www.anchorterminal.com/compare/liner-mcp-vs-you-com-api.md)\n- [SpecStream vs Tavily API + MCP](https://www.anchorterminal.com/compare/specstream-vs-tavily-mcp.md)\n- [Fetch (MCP reference server) vs Tavily API + MCP](https://www.anchorterminal.com/compare/fetch-reference-server-vs-tavily-mcp.md)\n- [NewsCatcher vs Tavily API + MCP](https://www.anchorterminal.com/compare/newscatcher-vs-tavily-mcp.md)\n- [Liner Search MCP vs SearchAPI.io](https://www.anchorterminal.com/compare/liner-mcp-vs-searchapi-io.md)\n- [Liner Search MCP vs SerpApi](https://www.anchorterminal.com/compare/liner-mcp-vs-serpapi.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- [Liner Search MCP vs SerpKite](https://www.anchorterminal.com/compare/liner-mcp-vs-serpkite.md)\n- [Grounding with Bing Search vs Liner Search MCP](https://www.anchorterminal.com/compare/bing-grounding-vs-liner-mcp.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-11-07", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.7", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Liner Search MCP vs Tavily API + MCP", "url": "" } ], "description": "Tavily scores 77.1 (BB) to Liner Search MCP's 43.4 (E) for research search. 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