Codex

关于

Codex is an MCP server designed to enhance the capabilities of AI assistants like Claude Code and Gemini CLI by providing them with dynamic access to your organizational knowledge. It automatically discovers markdown documents, indexing them for full-text search using Tantivy, and exposing them as structured resources. This enables AI agents to offer context-aware responses based on your documentation, standards, policies, and knowledge bases, making them more informed and valuable.

主要功能

• Fast, in-memory full-text search with BM25 ranking powered by Tantivy
• 0 GitHub stars
• Auto-discovery of markdown resources with URIs derived from file paths
• Docker-ready with configurable content separation via environment variables
• Flexible transport options supporting stdio (local) or SSE (remote server)
• Strict type checking for robust and reliable operation

使用案例

• Provide AI agents with searchable access to internal documentation and knowledge bases
• Enable AI assistants to give context-aware responses based on organizational policies and guidelines
• Integrate with AI agent CLIs (e.g., Claude Code, Gemini CLI) for enhanced information retrieval