Octocode MCP is an AI-optimized code assistant for advanced GitHub and npm/PyPI ecosystem exploration and analysis.

• GitHub Repository Discovery & Analysis: Search and analyze repositories (including private ones) by topics, languages, stars, activity, and explore their detailed structures

• Code Search & Content Retrieval: Perform semantic code searches and fetch file contents with token optimization and fallback handling

• Project History & Collaboration Research: Analyze commits (with diffs), issues, and pull requests to understand project evolution and team collaboration

• Package Ecosystem Intelligence: Search and retrieve comprehensive metadata across npm and PyPI packages for dependency analysis and discovery

• AI Context Generation: Extract token-efficient context from diverse code resources to enhance AI capabilities for code analysis and documentation

• Enterprise & Security: Support private organizations with production-ready security features like secret detection and content sanitization

• API Status Verification: Check GitHub/npm connections, organizations, and access permissions

Integration for supporting the developer through the Buy Me a Coffee platform

Provides deep search and discovery across GitHub repositories, enabling access to code, issues, pull requests, and commit histories from both public and private repositories while respecting organizational permissions

Provides specialized search capabilities for Next.js applications, particularly for finding authentication patterns and implementation examples

Enables package discovery and analysis in the Node.js ecosystem, with capabilities to research metadata, dependencies, and repository connections

Allows exploration of Python packages with cross-ecosystem comparison capabilities

Offers targeted research into React's implementation details, including specific features like concurrent rendering

1. Click on "Install Server".

2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.

3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@Octocode MCP find popular React component libraries with TypeScript support"

That's it! The server will respond to your query, and you can continue using it as needed.

Here is a step-by-step guide with screenshots.