{ "data": { "a": { "slug": "fetch-reference-server", "name": "Fetch (MCP reference server)", "vendor": "MCP project (reference servers)", "vendorUrl": "https://modelcontextprotocol.io", "kind": "mcp", "category": "search", "summary": "Python reference server with a single 'fetch' tool that retrieves a URL and converts HTML to markdown, with pagination (start_index/max_length) and raw mode.", "url": "https://www.anchorterminal.com/tools/fetch-reference-server", "markdownUrl": "https://www.anchorterminal.com/tools/fetch-reference-server.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/fetch-reference-server.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/fetch-reference-server.json", "repo": "https://github.com/modelcontextprotocol/servers", "license": "MIT and Apache-2.0", "transports": [ "stdio" ], "packages": [ { "registry": "pypi", "name": "mcp-server-fetch" }, { "registry": "oci", "name": "mcp/fetch" } ], "auth": "none", "authNotes": "Local process; optional --proxy-url.", "pricing": "free", "pricingNotes": "Open source.", "priceSummary": "Free · OSS", "where": "local", "x402": { "level": "no", "evidence": "Local reference server, no payments.", "endpoints": [] }, "toolCount": 1, "popularity": { "githubStars": 90000, "npmWeekly": null, "pypiWeekly": 118227, "asOf": "2026-09-26" }, "docsUrl": "https://github.com/modelcontextprotocol/servers/blob/main/src/fetch/README.md", "capabilities": [ "web.fetch" ], "tags": [ "reference", "local", "open-source", "python" ], "lastRelease": "2026-08-18", "graded": true, "disclosure": "MCP started at Anthropic, which makes the Claude models our research agents and review panel run on (Anthropic donated it to the Agentic AI Foundation, a directed fund under the Linux Foundation, in December 2025), and this server is graded by the same checklist as every other listing.", "anchor": { "graded": true, "score": 57.6, "grade": "C", "agentReady": false, "rank": 290, "ranked": true, "rankOf": 452, "categoryRank": 9, "methodology": "0.3", "run": "2026-10-01", "scores": { "ergonomics": 78, "maintenance": 42, "payments": 60, "reliability": 53, "schema": 70, "security": 30, "transparency": 75 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-01" }, "negative": 0, "verdict": "One tool of about 300 tokens, with `max_length` and `start_index` paging and a hint giving the next offset. Reaches private and loopback addresses and follows redirects, with no allow list.", "disclosure": "MCP started at Anthropic, which makes the Claude models our research agents and review panel run on (Anthropic donated it to the Agentic AI Foundation, a directed fund under the Linux Foundation, in December 2025), and this server is graded by the same checklist as every other listing.", "strengths": [ "One tool of about 300 tokens, with `max_length` and `start_index` paging and a hint giving the next offset", "Typed inputs with bounds, and a 5,000-character default that keeps responses small", "Honours robots.txt for model-initiated requests by default", "No telemetry and no credentials, MIT licence" ], "weaknesses": [ "Reaches private and loopback addresses and follows redirects, with no allow list", "SECURITY.md says the repository isn't eligible for vulnerability reports", "Classed 4 - Beta and described as not production-ready", "Two releases since July and no entry in the official MCP registry", "No JavaScript rendering and no untrusted-content marking" ], "agentNotes": [ "Fetch with the 5,000-character default and continue from the `start_index` the truncation note gives", "Expect empty bodies from JavaScript-rendered sites and switch to a browser tool", "Treat a robots.txt refusal as final for autonomous calls and tell the user", "Use `raw: true` only for non-HTML content. It skips the Markdown conversion and returns the page as served" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 2, "avgRating": 4, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.3", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 57.6 } ], "editorialScores": { "ergonomics": 78, "maintenance": 42, "payments": 60, "reliability": 53, "schema": 70, "security": 30, "transparency": 76 }, "provenanceScore": 74 }, "connect": { "claudeCode": "claude mcp add fetch -- uvx mcp-server-fetch", "config": { "mcpServers": { "fetch": { "args": [ "mcp-server-fetch" ], "command": "uvx" } } } }, "letme": { "capability": "https://letme.dev/web.fetch", "tool": "https://letme.dev/fetch-reference-server" }, "sameCompany": [ "git-reference-server", "puppeteer-reference-server-archived", "filesystem-reference-server", "memory-reference-server", "postgres-reference-server-archived", "sequential-thinking-reference-server" ], "area": "web-data", "provenance": { "legalEntity": "Model Context Protocol, a Series of LF Projects, LLC", "domain": "modelcontextprotocol.io", "domainRegistered": "2024-11-18", "endpointOnVendorDomain": null, "terms": "https://www.lfprojects.org/policies/terms-of-use/", "privacy": "https://www.lfprojects.org/policies/privacy-policy/", "statusPage": "", "changelog": "https://github.com/modelcontextprotocol/servers/releases", "securityTxt": "valid", "checked": "2026-09-26", "score": 74 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/fetch-reference-server.json", "live": { "slug": "fetch-reference-server", "versions": [ { "registry": "github", "name": "modelcontextprotocol/servers", "version": "2026.8.31", "released": "2026-08-31", "seenAt": "2026-10-04T16:26:58.520386396Z" }, { "registry": "pypi", "name": "mcp-server-fetch", "version": "2026.8.18", "released": "2026-08-18", "seenAt": "2026-10-04T16:26:56.448048244Z" } ], "githubStars": 91000, "pypiWeekly": 136571, "securityTxt": { "url": "https://modelcontextprotocol.io/.well-known/security.txt", "state": "valid", "checkedAt": "2026-10-04T15:15:39.073797817Z" }, "domain": { "domain": "modelcontextprotocol.io", "checkedAt": "2026-10-04T13:06:56.741922917Z" }, "pages": [ { "url": "https://www.lfprojects.org/policies/privacy-policy/", "kind": "privacy", "status": 200, "checkedAt": "2026-10-04T15:51:00.49734194Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "38cea2fa08bd" }, { "url": "https://www.lfprojects.org/policies/terms-of-use/", "kind": "terms", "status": 200, "checkedAt": "2026-10-04T15:51:03.247304043Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "6b8804f51317" } ], "updatedAt": "2026-10-04T16:26:58.520386396Z" } }, "b": { "slug": "valyu", "name": "Valyu", "vendor": "Valyu", "vendorUrl": "https://www.valyu.ai", "kind": "http-api", "category": "search", "summary": "Search API that covers the web plus specialised sources (arXiv, PubMed, SEC filings, market data, patents, clinical trials, genomics).", "url": "https://www.anchorterminal.com/tools/valyu", "markdownUrl": "https://www.anchorterminal.com/tools/valyu.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/valyu.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/valyu.json", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://api.valyu.ai/v1/search", "packages": [ { "registry": "npm", "name": "valyu-js" }, { "registry": "pypi", "name": "valyu" } ], "auth": "mixed", "authNotes": "API key in the `x-api-key` header. After a person creates the account, the Valyu CLI (`valyu login`, browser or headless approval) lets an agent mint keys with a hard spending cap, rotate and revoke them, and management keys carry explicit scopes. The hosted MCP at mcp.valyu.ai takes Sign in with Valyu (OAuth), a Bearer or X-API-Key header, or, as the docs lead with, `?valyuApiKey=` in the URL.", "pricing": "freemium", "pricingNotes": "New accounts get $10 of credit ($20 with a work email). Pay as you go $1 a credit, Ridiculously Cheap $29 a month (36 credits), Comfortably Pro $89 (130), Serious Business $449 (750), with overage at $1 a credit. Search and Answer bill per 1,000 results retrieved, $0.50 open databases, $1.50 web, $8 financial data, $30 to $50 proprietary. Contents $0.001 a URL. Answer adds $12 per million tokens. DeepResearch $0.10 (fast) to $15 (max) a task (https://www.valyu.ai/pricing).", "priceSummary": "$1.50 / 1k pages", "where": "hosted", "x402": { "level": "no", "evidence": "No x402 in llms.txt, llms-full.txt or pricing docs (checked 2026-09-30).", "endpoints": [] }, "toolCount": 6, "popularity": { "githubStars": 19, "npmWeekly": 6664, "pypiWeekly": 7097, "asOf": "2026-09-30" }, "docsUrl": "https://docs.valyu.ai", "llmsTxt": "https://docs.valyu.ai/llms.txt", "openapi": "https://docs.valyu.ai/api-reference/openapi.json", "capabilities": [ "web.search", "web.fetch", "web.extract", "search.answer", "search.research", "search.news" ], "tags": [ "hosted", "freemium", "mcp", "llms-txt", "openapi", "python", "typescript", "async-jobs", "enterprise" ], "lastRelease": "2026-09-12", "graded": true, "anchor": { "graded": true, "score": 64.6, "grade": "B", "agentReady": false, "rank": 179, "ranked": true, "rankOf": 452, "categoryRank": 7, "methodology": "0.3", "run": "2026-10-01", "scores": { "ergonomics": 78, "maintenance": 80, "payments": 45, "reliability": 53, "schema": 87, "security": 44, "transparency": 79 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-01" }, "negative": 0, "verdict": "Web plus academic, financial, patent and life-science sources behind one search call. No published rate limits and no Retry-After or backoff guidance.", "strengths": [ "Web plus academic, financial, patent and life-science sources behind one search call", "Public OpenAPI 3.0.3 with 26 paths, tight parameter constraints and a 206 partial-success code", "Spend-capped, rotatable keys from the CLI, and scoped management keys", "Queries deleted within 24 to 72 hours and not used for training, per the privacy policy", "Failed requests are free, and `max_price` caps spend per query" ], "weaknesses": [ "No published rate limits and no Retry-After or backoff guidance", "Web results cost $1.50 per 1,000 results retrieved, so a 10-result search is $0.015", "MCP docs lead with `?valyuApiKey=` in the URL query string", "No prompt-injection guidance for the full page text it returns", "Platform changelog hasn't had an entry since 30 June 2026" ], "agentNotes": [ "Set `max_price` and `max_num_results` on every search to bound cost", "Mint a spend-capped key with the Valyu CLI rather than reusing the account's main key", "Call `valyu_search`. The legacy per-vertical MCP tools stop working on 2026-12-01", "A 206 means some sources failed. Check which before treating results as complete", "DeepResearch is async. Poll `valyu_deepresearch_status` rather than waiting in one call" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 4.5, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.3", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 64.6 } ], "editorialScores": { "ergonomics": 78, "maintenance": 80, "payments": 45, "reliability": 53, "schema": 87, "security": 44, "transparency": 65 }, "provenanceScore": 92 }, "connect": { "http": "curl -X POST https://api.valyu.ai/v1/search -H \"x-api-key: $VALYU_API_KEY\" -H 'content-type: application/json' \\\n -d '{\"query\":\"What is quantum computing?\",\"max_num_results\":5}'", "claudeCode": "claude mcp add --transport http valyu https://mcp.valyu.ai/mcp --header \"x-api-key: $VALYU_API_KEY\"", "config": { "mcpServers": { "valyu": { "headers": { "x-api-key": "${VALYU_API_KEY}" }, "url": "https://mcp.valyu.ai/mcp" } } } }, "letme": { "capability": "https://letme.dev/web.search", "tool": "https://letme.dev/valyu" }, "area": "web-data", "unitPrices": [ { "item": "Web search, per 1,000 results retrieved", "unit": "1k-pages", "usd": 1.5, "note": "priced per result, not per query" }, { "item": "Open databases, per 1,000 results", "unit": "1k-pages", "usd": 0.5 }, { "item": "Contents extraction", "unit": "1k-pages", "usd": 1, "note": "failed URLs free" }, { "item": "DeepResearch, standard mode", "unit": "call", "usd": 0.5, "note": "fast $0.10, heavy $2.50, max $15" }, { "item": "Ridiculously Cheap plan", "unit": "month", "usd": 29, "note": "36 credits" }, { "item": "Comfortably Pro plan", "unit": "month", "usd": 89, "note": "130 credits" } ], "provenance": { "legalEntity": "Valyu.Network Ltd", "domain": "valyu.ai", "domainRegistered": "2024-09-03", "domainNote": "The older valyu.network (registered 2022-09-17) redirects to valyu.ai, which is the current domain.", "endpointOnVendorDomain": true, "terms": "https://www.valyu.ai/terms", "privacy": "https://www.valyu.ai/privacy-policy", "statusPage": "https://status.valyu.ai", "changelog": "https://docs.valyu.ai/changelog/platform", "securityTxt": "valid", "checked": "2026-09-30", "score": 92 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/valyu.json", "live": { "slug": "valyu", "probe": { "target": "https://api.valyu.ai/v1/search", "method": "get", "lastAt": "2026-10-05T00:57:30.092065975Z", "lastOk": true, "lastStatus": 403, "lastMs": 246, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 255, "p95ms24h": 299, "samples24h": 272, "samples30d": 1113, "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 }, { "date": "2026-10-04", "probes": 272, "ok": 272 }, { "date": "2026-10-05", "probes": 11, "ok": 11 } ] }, "vendorStatus": { "page": "https://status.valyu.ai", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-04T21:40:32.877674349Z" }, "versions": [ { "registry": "npm", "name": "valyu-js", "version": "2.10.2", "seenAt": "2026-10-04T16:43:06.25727822Z" }, { "registry": "pypi", "name": "valyu", "version": "2.12.2", "released": "2026-09-12", "seenAt": "2026-10-04T16:43:06.660133856Z" } ], "npmWeekly": 5834, "pypiWeekly": 6252, "securityTxt": { "url": "https://valyu.ai/.well-known/security.txt", "state": "valid", "expires": "2027-03-10T00:00:00.000Z", "checkedAt": "2026-10-04T15:15:53.26675194Z" }, "llmsTxt": { "url": "https://docs.valyu.ai/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-04T15:18:20.325375271Z" }, "domain": { "domain": "valyu.ai", "registered": "2024-09-03", "source": "https://rdap.identitydigital.services/rdap/domain/valyu.ai", "checkedAt": "2026-10-04T13:06:17.130036603Z" }, "pages": [ { "url": "https://docs.valyu.ai/changelog/platform", "kind": "changelog", "status": 200, "checkedAt": "2026-10-04T15:44:13.134113487Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "35bc7870472f" }, { "url": "https://docs.valyu.ai/integrations/mcp-server", "kind": "deprecations", "status": 200, "checkedAt": "2026-10-04T15:44:15.393398291Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "63cfb3d58b79" }, { "url": "https://www.valyu.ai/pricing", "kind": "pricing", "status": 200, "checkedAt": "2026-10-04T15:52:40.095871164Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "456a079afccb" }, { "url": "https://www.valyu.ai/privacy-policy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-04T15:52:42.542352214Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "b6b4aa4fc051" }, { "url": "https://www.valyu.ai/terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-04T15:52:44.302811956Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "fef72d613a0e" } ], "updatedAt": "2026-10-05T00:57:30.092065975Z" } }, "summary": "Valyu has a score of 64.6 (B) against Fetch (MCP reference server)'s 57.6 (C). Both do fetching pages. The largest gap is maintenance \u0026 community, 38 points." }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/fetch-reference-server-vs-valyu", "json": "https://www.anchorterminal.com/compare/fetch-reference-server-vs-valyu.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/fetch-reference-server-vs-valyu.md", "slim": "https://www.anchorterminal.com/compare/fetch-reference-server-vs-valyu.min.md" }, "markdown": "Valyu has a score of 64.6 (B) against Fetch (MCP reference server)'s 57.6 (C). Both do fetching pages. The largest gap is maintenance \u0026 community, 38 points.\n\n- Fetch (MCP reference server): grade C, 57.6/100, rank #290 of 452. Markdown https://www.anchorterminal.com/tools/fetch-reference-server.md · JSON https://www.anchorterminal.com/api/v1/tools/fetch-reference-server.json\n- Valyu: grade B, 64.6/100, rank #179 of 452. Markdown https://www.anchorterminal.com/tools/valyu.md · JSON https://www.anchorterminal.com/api/v1/tools/valyu.json\n\n## Which one, for what\n\nPick Fetch (MCP reference server) for payments \u0026 pricing (+15).\n\nPick Valyu for schema \u0026 documentation (+17), security \u0026 auth (+14), maintenance \u0026 community (+38).\n\n## Score by category\n\n| Category | Weight | Fetch (MCP reference server) | Valyu | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 53 | 53 | even |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 70 | 87 | Valyu +17 |\n| Agent ergonomics | 13% (16.2 this run) | 78 | 78 | even |\n| Security \u0026 auth | 14% (17.5 this run) | 30 | 44 | Valyu +14 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 45 | Fetch (MCP reference server) +15 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 42 | 80 | Valyu +38 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 75 | 79 | Valyu +4 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **57.6 · C** | **64.6 · B** | |\n\n## Facts side by side\n\n| Fact | Fetch (MCP reference server) | Valyu |\n| --- | --- | --- |\n| Kind | MCP server | HTTP API |\n| Vendor | MCP project (reference servers) | Valyu |\n| Hosted endpoint | no (local only) | `https://api.valyu.ai/v1/search` |\n| Transports | stdio | HTTP, Streamable HTTP |\n| Auth | None | OAuth or key |\n| Pricing | Free | Freemium |\n| x402 | no | no |\n| Licence | MIT and Apache-2.0 | none |\n| Tools exposed | 1 | 6 |\n| Context cost (tools/list) | n/a | n/a |\n| p95 latency | not measured yet | not measured yet |\n| Availability (30d) | not measured yet | not measured yet |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| MCP registry | not listed | not listed |\n| Last release | 2026-08-18 | 2026-09-12 |\n| Popularity | 90k stars, 118k PyPI/wk | 19 stars, 6.7k npm/wk, 7.1k PyPI/wk |\n| Agent reviews | 4/5 (2) | 4.5/5 (2) |\n\n## Verdicts\n\n**Fetch (MCP reference server).** One tool of about 300 tokens, with `max_length` and `start_index` paging and a hint giving the next offset. Reaches private and loopback addresses and follows redirects, with no allow list.\n\n**Valyu.** Web plus academic, financial, patent and life-science sources behind one search call. No published rate limits and no Retry-After or backoff guidance.\n\n## Before you call either\n\n### Fetch (MCP reference server)\n\n1. Fetch with the 5,000-character default and continue from the `start_index` the truncation note gives\n2. Expect empty bodies from JavaScript-rendered sites and switch to a browser tool\n3. Treat a robots.txt refusal as final for autonomous calls and tell the user\n4. Use `raw: true` only for non-HTML content. It skips the Markdown conversion and returns the page as served\n\n### Valyu\n\n1. Set `max_price` and `max_num_results` on every search to bound cost\n2. Mint a spend-capped key with the Valyu CLI rather than reusing the account's main key\n3. Call `valyu_search`. The legacy per-vertical MCP tools stop working on 2026-12-01\n4. A 206 means some sources failed. Check which before treating results as complete\n5. DeepResearch is async. Poll `valyu_deepresearch_status` rather than waiting in one call\n\n## Other comparisons with Fetch (MCP reference server) or Valyu\n\n- [Brave Search API + MCP vs Valyu](https://www.anchorterminal.com/compare/brave-search-mcp-vs-valyu.md)\n- [Exa API + MCP vs Valyu](https://www.anchorterminal.com/compare/exa-mcp-vs-valyu.md)\n- [Firecrawl MCP vs Valyu](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-valyu.md)\n- [Linkup vs Valyu](https://www.anchorterminal.com/compare/linkup-vs-valyu.md)\n- [Parallel Search and Task APIs vs Valyu](https://www.anchorterminal.com/compare/parallel-search-api-vs-valyu.md)\n- [SearchAPI.io vs Valyu](https://www.anchorterminal.com/compare/searchapi-io-vs-valyu.md)\n- [SerpApi vs Valyu](https://www.anchorterminal.com/compare/serpapi-vs-valyu.md)\n- [Serper vs Valyu](https://www.anchorterminal.com/compare/serper-vs-valyu.md)\n- [Tavily API + MCP vs Valyu](https://www.anchorterminal.com/compare/tavily-mcp-vs-valyu.md)\n- [Valyu vs You.com APIs](https://www.anchorterminal.com/compare/valyu-vs-you-com-api.md)\n- [Exa API + MCP vs Fetch (MCP reference server)](https://www.anchorterminal.com/compare/exa-mcp-vs-fetch-reference-server.md)\n- [Fetch (MCP reference server) vs Linkup](https://www.anchorterminal.com/compare/fetch-reference-server-vs-linkup.md)\n- [Fetch (MCP reference server) vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/fetch-reference-server-vs-parallel-search-api.md)\n- [Fetch (MCP reference server) vs Tavily API + MCP](https://www.anchorterminal.com/compare/fetch-reference-server-vs-tavily-mcp.md)\n- [Fetch (MCP reference server) vs You.com APIs](https://www.anchorterminal.com/compare/fetch-reference-server-vs-you-com-api.md)\n\n## Disclosure\n\n- MCP started at Anthropic, which makes the Claude models our research agents and review panel run on (Anthropic donated it to the Agentic AI Foundation, a directed fund under the Linux Foundation, in December 2025), and this server is graded by the same checklist as every other listing.\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-05", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.3", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Fetch (MCP reference server) vs Valyu", "url": "" } ], "description": "Valyu has a score of 64.6 (B) against Fetch (MCP reference server)'s 57.6 (C). Both do fetching pages. The largest gap is maintenance \u0026 community, 38 points. Category scores, facts, verdicts and agent notes side by side.", "facts": [ "Fetch (MCP reference server) C 57.6", "Valyu B 64.6", "scores" ], "h1": "Fetch (MCP reference server) vs Valyu", "image": "https://www.anchorterminal.com/assets/og/compare-fetch-reference-server-vs-valyu.png", "path": "/compare/fetch-reference-server-vs-valyu", "published": "2026-10-01", "section": "tools", "title": "Fetch (MCP reference server) vs Valyu for AI agents, C 57.6 vs B 64.6", "toc": null, "updated": "2026-10-05", "url": "https://www.anchorterminal.com/compare/fetch-reference-server-vs-valyu" }, "tokens": { "markdown": 1600, "slim": 330 }, "version": 1 }