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context7-mcp

Use whenever an agent needs current, version-accurate docs for a library, framework, SDK, or API — it fetches live documentation so the agent isn't relying on stale training data.

Score
99.7623 signals
Evidence
62,445 stars · 3,032 forks · 6 mentions
Last commit
as last read from GitHub; most reads are from 2 Sep 2026 or later
Listed

Install

No one-command install. Set it up from its source.

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What it is

An MCP server that pulls up-to-date documentation for libraries and frameworks on demand, resolving a library name to its current docs and returning the relevant sections. It closes the gap between an agent's training cutoff and the actual current API surface.

When to use it

Any time you're about to write or debug code against a library — even a well-known one like React or Next.js — where recent changes might bite you. The trigger is "what does the current API actually look like?"

How to install / invoke

Add @upstash/context7-mcp to your MCP config. Resolve the library, then query its docs as a tool call before coding against it.

Notes

Prefer this over a generic web search for library docs — it's targeted and current. Not for general programming concepts or business-logic debugging.

Related

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github-mcp

Use when an agent needs to operate GitHub natively — create issues and PRs, read and search repositories, and inspect commits — instead of shelling out to ad-hoc git commands.

32,663 stars · passed install test
Harnessclaudecodexcursorgemini
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Details
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firecrawl-mcp

Use when an agent needs to turn the web into clean data — scrape a page, crawl a site, or extract structured content (incl. from PDFs) as markdown the model can read directly.

7,515 stars · passed install test
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No one-command install · SourceDetails

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