bots.st/contextfetch
ContextFetch
Web search and pages as Markdown
3320 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 14
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://api.contextfetch.dev/mcp - npm
npx -y @contextfetch/mcpReleased 29 Oct 2026, version 1.2.1
What it can do
| Tool | What it says it does |
|---|---|
contextfetch_agent | A finished answer to a question, written with [n] citations to live web sources: one deep search reads the top pages and an LLM (gpt-oss-120b) writes the answer from them only, saying what is missing rather than guessing; when the pages lack the answer it searches again with new queries. Use it… |
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… |
contextfetch_auto_reload | Turn auto top-up on or off, or change it: when the balance drops below `threshold_usd`, the saved card adds `amount_usd`, 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_balance | Show the API key's balance in dollars, daily burn rate (7-day average) and auto top-up settings, including the last auto-reload error if a payment failed. Needs an API key (Authorization: Bearer); free. |
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 $0.001 per page returned ($1 per 1,000). |
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… |
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_get_free_key | Get a free ContextFetch API key (no signup, no payment) with a $2.50 starter balance, 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>`. |
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 $0.001 ($1 per 1,000). |
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… |
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. |
fetch | Fetch the full text of a search result by its id (a URL). Returns {id, title, text, url, metadata} as JSON. |
search | Search the web. Returns {results: [{id, title, url}]} as JSON; pass an id to `fetch` for the page text. |
In its maker's words
Web search and any page as LLM-ready Markdown for AI agents. Free keyless tier, no signup.
- Website
- contextfetch.dev
- Source
- github.com/lachy3433/contextfetch-mcp
- Publisher
- contextfetch.dev
- Listed from
- the official MCP Registry as
dev.contextfetch/mcp - Version
- 1.1.0, updated 22 Oct 2026
- Kinds of work
- Search and research, Browser and automation
The domain it lives on
- contextfetch.dev
- registered 16 Oct 2026 (1 month ago), at NAMECHEAP INC, its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 3320 ms | |
| Answered | 3011 ms | |
| Answered | 1378 ms |
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