context7

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

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💡 Why It Matters

Context7 provides a production-ready solution for managing and documenting LLMs and AI code editors, addressing the need for clear and up-to-date code documentation. Backend/API teams and ML/AI teams will find it particularly beneficial, as it enhances collaboration and streamlines development processes. The tool's maturity level suggests it is suitable for production use, but teams focusing on niche applications or those requiring extensive customisation may need to consider alternatives. It is not the right choice for projects that demand highly specialised features outside the scope of general LLM management.

🎯 When to Use

Context7 is a strong choice when teams require a robust open source tool for engineering teams that focuses on LLM documentation and integration. However, teams with specific needs for customisation or those working on legacy systems may want to explore other options.

👥 Team Fit & Use Cases

This tool is ideal for backend/API teams, DevOps/platform teams, and ML/AI teams, particularly in projects involving AI-driven applications. Systems that typically include Context7 are those that require seamless integration of LLMs into their workflows, such as AI code editors and collaborative development environments.

🎭 Best For

🏷️ Topics & Ecosystem

llm mcp mcp-server vibe-coding

📊 Activity

Latest commit: 2026-02-02. Over the past 85 days, this repository gained 7.8k stars (+21.1% growth). Activity data is based on daily RepoPi snapshots of the GitHub repository.