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ContextFetch

dev.contextfetch/mcp · v1.1.0

Measured by MCP Station

Description written by the publisher, not verified

Web search and any page as LLM-ready Markdown for AI agents. Free keyless tier, no signup.

Connect

claude mcp add --transport http mcp https://api.contextfetch.dev/mcp

{
  "mcpServers": {
    "mcp": {
      "url": "https://api.contextfetch.dev/mcp"
    }
  }
}

Tools as reported by the server

• contextfetch_search
  Search the web and get LLM-ready Markdown. Each result has its title, URL and only the passages relevant to the query (cross-encoder pruned context), so it costs far fewer tokens than raw pages. Use for current events, documentation, APIs, research and fact checking.
• contextfetch_extract_url
  Fetch a public web page (docs, articles, GitHub files, arXiv papers) as clean Markdown with tables preserved. Pass `query` to get only the passages relevant to it instead of the whole page.
• contextfetch_find_similar
  Find pages similar to a given URL (alternatives, related docs, competing libraries), excluding the source domain. Returns titles, URLs and the most relevant passages as Markdown.
• contextfetch_research
  Research a question in one call, server-side: runs up to 5 web searches (sub-queries) concurrently, dedupes the pages by URL, ranks them all against the question with a cross-encoder and returns one Markdown evidence pack with numbered [n] sources and their query-pruned passages, quoted verbatim (no
• contextfetch_deep_research
  Deep research in one call, no LLM: a deep search of the question, its sub-topics (or your sub_queries) as searches of their own, and the pages its list and index results link to, returned as one cited report: summary, key facts, a section per sub-topic and the sources, every passage quoted verbatim
• contextfetch_answer
  Answer a question with passages quoted verbatim from the web, never generated: searches, scores every passage of the top pages with a cross-encoder and returns the best ones with [n] citations to their sources. Use it for quick factual lookups; the quotes may not fully answer an open-ended question.
• contextfetch_crawl
  Crawl one website from a start URL and get its pages as Markdown: same-site links only, up to `max_depth` hops (<= 3) and `limit` pages (<= 50). Pass `query` to rank the pages by relevance and return only their relevant passages. Costs 1 credit per page returned.
• contextfetch_map
  List a website's URLs without fetching its pages: its sitemaps (from robots.txt, else /sitemap.xml) plus the start page's links, same site only, up to `limit` (<= 5,000). Use it to find the right pages before contextfetch_extract_url or contextfetch_crawl. Costs 1 credit.
• contextfetch_balance
  Show the API key's remaining credits, daily burn rate (7-day average) and auto-reload settings, including the last auto-reload error if a payment failed. Needs an API key (Authorization: Bearer); free.
• contextfetch_auto_reload
  Turn auto-reload on or off, or change it: when credits drop below `threshold`, the saved card buys `pack` again, up to `monthly_max_usd` per month. Needs an API key and a card saved at checkout. The monthly cap cannot be raised above $500 here.
• contextfetch_get_free_key
  Get a free ContextFetch API key (no signup, no payment) with starter credits, for when the keyless daily limit runs out. One key per network, ever: keep the key it returns and use it as `Authorization: Bearer <key>`.
• search
  Search the web. Returns {results: [{id, title, url}]} as JSON; pass an id to `fetch` for the page text.
• fetch
  Fetch the full text of a search result by its id (a URL). Returns {id, title, text, url, metadata} as JSON.

Tool changes

• 2026-10-21: contextfetch_search, contextfetch_extract_url, contextfetch_find_similar, contextfetch_research, contextfetch_deep_research, contextfetch_answer, contextfetch_crawl, contextfetch_map, contextfetch_balance, contextfetch_auto_reload, contextfetch_get_free_key, search
• 2026-10-20: contextfetch_search, contextfetch_extract_url, contextfetch_find_similar, contextfetch_research, contextfetch_deep_research, contextfetch_answer, contextfetch_crawl, contextfetch_map, contextfetch_balance, contextfetch_auto_reload, contextfetch_get_free_key, search

Repository · Website · JSON · Text for agents · Registry updated 2026-10-22