Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors - upstash/context7

Context7 delivers clean code snippets and explanations by indexing an entire project's documentation, pre-processing and cleaning up each part, and filtering on demand using a proprietary ranking algorithm.

Last month, we introduced Context7 - a way to stop Cursor, Claude or any LLM from generating broken, outdated code.

Context7 is an MCP server that equips clients like Cursor and Windsurf with tools their LLMs can use to access Context7's documentation repository.

June 26, 2025 - Context7 feels like a quality-of-life upgrade for developers rather than just another AI innovation. The integration takes five minutes, disappears into the background of your editor, and silently elevates every Copilot suggestion that touches ...

October 18, 2025 - Unlock the full potential of AI coding with Context7 by Upstash. This innovative tool connects your IDE to real-time documentation, boosting code quality and reducing development time.

Fetch up-to-date, version-specific documentation and code examples directly into your prompts. Enhance your coding experience by eliminating outdated information and hallucinated APIs. Simply add `use context7` to your questions for accurate and relevant answers.

September 17, 2025 - With AI SDK and Context7, you can add a production-ready AI assistant to any docs with just a few prompts.

April 28, 2025 - @Context7AI · Up-to-date documentation for LLMs and AI code editors. A project by · @upstash team · San Franciscocontext7.com · Joined April 2025 · 7 Following · 4,861 Followers · Context7 · @Context7AI · · · Aug 8 · Context7 just ...

MCP server for Context7. Latest version: 1.0.31, last published: 6 days ago. Start using @upstash/context7-mcp in your project by running `npm i @upstash/context7-mcp`. There are 5 other projects in the npm registry using @upstash/context7-mcp.

July 17, 2025 - claude mcp add context7 -- npx -y @upstash/context7-mcp@latest

Amplified developers, AI-enhanced development · The leading open-source AI code agent. You can connect any models and any context to build custom autocomplete and chat experiences inside the IDE

Articles and tutorials from Upstash and community.

Context7 is a robust platform designed to create, manage, and leverage context libraries for Large Language Models (LLMs), AI agents, and developers. It automatically pulls high-quality, targeted code snippets from documentation repositories, ...

Articles and tutorials from Upstash and community.

@upstash · Visit Server · 4 months ago · # mcp · # llm · # mcp-server · # vibe-coding · Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors · OverviewToolsComments ·

{ "mcpServers": { "context7": { "command": "npx", "args": ["tsx", "/path/to/folder/context7-mcp/src/index.ts"] } } } npx -y @modelcontextprotocol/inspector npx @upstash/context7-mcp@latest

Connects to Context7.com's documentation database to provide up-to-date library and framework documentation with intelligent project ranking and customizable token limits. GitHub Repo (39.7k stars) A standardized, official file format that defines ...

Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors - Releases · upstash/context7

Enter Context7, an innovative MCP (Model Context Protocol) server developed by Upstash. Context7 tackles the problem of stale information head-on. It acts as a dynamic bridge between your coding prompt and the real-time world of software ...