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Upstash
upstash.com β€Ί blog β€Ί context7-llmtxt-cursor
Introducing Context7: Up-to-Date Docs for LLMs and AI Code Editors | Upstash Blog
We're building Context7 at Upstash, and we're running it on our own infrastructure. That means we can keep it free for personal and educational use.
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GitHub
github.com β€Ί upstash β€Ί context7
GitHub - upstash/context7: Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors
Install the context7.mcpb file under the mcpb folder and add it to your client. For more information, please check out MCP bundles docs. ... The configuration on Windows is slightly different compared to Linux or macOS (Cline is used in the example).
Starred by 40.2K users
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Languages Β  TypeScript 76.3% | JavaScript 22.7% | Dockerfile 1.0%
Discussions

I just found out about Context7 MCP Server and it's awesome!
Doesn’t seem to work in VS Code CoPilot More on reddit.com
🌐 r/ChatGPTCoding
45
107
April 24, 2025
Why use Context7 MCP for package docs when Claude Code can just read the .venv source?
I’m guessing that in many cases, the documentation would be more concise, highlight non-obvious dependencies, and showcase useful patterns. But you’re right, I often see Claude analyzing libraries directly, which is good for the reasons you mentioned. More on reddit.com
🌐 r/ClaudeCode
15
18
1 week ago
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Reddit
reddit.com β€Ί r/chatgptcoding β€Ί i just found out about context7 mcp server and it's awesome!
r/ChatGPTCoding on Reddit: I just found out about Context7 MCP Server and it's awesome!
April 24, 2025 -

From their Github Repo:

❌ Without Context7

LLMs rely on outdated or generic information about the libraries you use. You get:

  • ❌ Code examples are outdated and based on year-old training data

  • ❌ Hallucinated APIs don't even exist

  • ❌ Generic answers for old package versions

βœ… With Context7

Context7 MCP pulls up-to-date, version-specific documentation and code examples straight from the source β€” and places them directly into your prompt.

Context7 fetches up-to-date code examples and documentation right into your LLM's context.

  • 1️⃣ Write your prompt naturally

  • 2️⃣ Tell the LLM to use context7

  • 3️⃣ Get working code answers

No tab-switching, no hallucinated APIs that don't exist, no outdated code generations.

I have tried it with VS Code + Cline as well as Windsurf, using GPT-4.1-mini as a base model and it works like a charm.

  • Context7 website

  • Github Repo

YT Tutorials on how to use with Cline or Windsurf:

  • Context7: The New MCP Server That Will CHANGE AI Coding (FREE)

  • This is Hands Down the BEST MCP Server for AI Coding Assistants

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Medium
medium.com β€Ί aimonks β€Ί context7-mcp-empower-your-ai-coding-assistant-with-live-version-specific-documentation-fa4fbc84115e
Context7 MCP: Empower Your AI Coding Assistant with Live, Version-Specific Documentation | by JIN | π€πˆ 𝐦𝐨𝐧𝐀𝐬.𝐒𝐨 | Medium
April 30, 2025 - The entire article is drafted by me. Coding with AI assistants can be magical β€” when it works. But all too often, large language models (LLMs) hallucinate outdated or non-existent code APIs, especially for libraries released after the model’s training cutoff. Context7 is a new open-source ...
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Skypage
skywork.ai β€Ί skypage β€Ί en β€Ί context7-upstash-ai-engine β€Ί 1977625482913845248
Context7 by Upstash: The Ultimate Context Engine for AI Engineers
October 18, 2025 - How has it changed your workflow? Let me know in the comments below! FAQ: Your Questions About Context7 Answered Is Context7 by Upstash free? Yes, Context7 is free for personal and educational use.
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Augmented AI
augmentedstartups.com β€Ί blog β€Ί visioncraft-mcp-vs-context7-llm-context-management
Visioncraft MCP vs Context 7: Best Tool for LLM Context Management?
May 30, 2025 - Context7 works seamlessly with the Model Context Protocol (MCP), allowing integration with various AI assistants like Cursor, Windsurf, Claude Desktop, and Cline. It’s also free for personal use – a fantastic entry point for experimenting ...
Find elsewhere
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X
x.com β€Ί context7ai
Context7 (@Context7AI) / X
April 28, 2025 - Context7 just got a big upgrade! β—† Now parses full docs, not just code snippets β—† Returns questions + answers for every request β—† Much better context for Cursor, Claude, etc.
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Apidog
apidog.com β€Ί blog β€Ί context7-mcp-server
How to Install and Use Context7 MCP Server
July 17, 2025 - Whether you're building apps with cutting-edge frameworks or maintaining legacy systems, Context7 keeps your code suggestions grounded in reality ,saving you time, reducing bugs, and increasing confidence. ... Why Traditional Code Suggestions Often FailWhat is Context7?Key BenefitsHow Context7 MCP Server WorksHow to Install Context7 MCP ServerPrerequisitesInstallation via Smithery CLI (Recommended for Claude Users)Manual Installation by ClientAlternative RuntimesUsing Context7 in Your WorkflowExample Prompts:Advanced Featuresresolve-library-idget-library-docsLocal Development and Customization for Context7 MCP Server1.
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Context7
context7.com
Context7 - Up-to-date documentation for LLMs and AI code editors
Generate context with up-to-date documentation for LLMs and AI code editors
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GitHub
github.com β€Ί upstash β€Ί context7-legacy
GitHub - upstash/context7-legacy: Instant LLM Context for Agents and Developers
Key Benefits: βœ… Precise Context: Extracts clean, relevant snippets from up-to-date documentation βœ… Focused Content: Includes only code and descriptionsβ€”no fluff or filler βœ… Free Tier: Up to 50 queries per day for personal use at no cost βœ… ...
Starred by 6 users
Forked by 4 users
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YouTube
youtube.com β€Ί shorts β€Ί vJ9RciMc6ww
How to Install Context7 MCP AI Agent for FREE! 🀯 - YouTube
πŸš€ Get a FREE SEO strategy Session: https://go.juliangoldie.com/strategy-session πŸ”₯ Make money and save time with AI: https://go.juliangoldie.com/ai-profit-b...
Published Β  April 22, 2025
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YouTube
youtube.com β€Ί watch
Context7: MCP AI Agent Update Is INSANE (FREE!) 🀯 - YouTube
πŸš€ Get a FREE SEO strategy Session + Discount Now: https://go.juliangoldie.com/strategy-session?utm=JulianGoldieAgencyWant to get more customers, make more p
Published Β  April 22, 2025
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Thoughtworks
thoughtworks.com β€Ί home, united states, english β€Ί insights β€Ί technology radar | guide to technology landscape β€Ί tools β€Ί context7
Context7 | Technology Radar | Thoughtworks United States
November 5, 2025 - Trial Worth pursuing. It is important to understand how to build up this capability. Enterprises should try this technology on a project that can handle the risk. Context7 is an MCP server that addresses inaccuracies in AI-generated code. While LLMs rely on outdated training data, Context7 ensures they generate accurate, up-to-date and version-specific code for the libraries and frameworks used in a project.
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Trevor Lasn
trevorlasn.com β€Ί blog β€Ί context7-mcp
Context7 MCP: Up-to-date Docs for LLMs and AI code editors
November 1, 2025 - Context7 is an MCP server that injects up-to-date documentation directly into your LLM’s context window.
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BestAIAgents
bestaiagents.ai β€Ί agent β€Ί context7
Context7 - MCP AI Agent Builder
Context7 is an AI agent designed to provide up-to-date documentation for Large Language Models (LLMs) and AI code editors. It offers a comprehensive MCP Server API, enabling developers to integrate and manage AI functionalities seamlessly. Context7 aims to enhance productivity and efficiency ...
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Everydev
everydev.ai β€Ί home β€Ί tools β€Ί mcp servers β€Ί context7
Context7 - AI Tool for Devs | EveryDev.ai
September 14, 2025 - Context7 is a tool for injecting up-to-date, version-specific documentation and code examples directly into the prompt context of AI coding agents. Instead of relying on stale training data or hallucinated APIs, Context7 retrieves documentation and real examples from source libraries, tailored to your stack.
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Claude MCP
claudemcp.com β€Ί servers β€Ί context7
Context7 MCP - Up-to-date Docs For Any Prompt - Claude MCP Servers
Context7 MCP is a server that provides up-to-date documentation for LLMs and AI code editors. - Claude MCP Servers - Claude MCP Community