Codebase RAG
Enables semantic search and retrieval of code files using embeddings stored in PostgreSQL. Supports intelligent codebase exploration through natural language queries, file listing, and content retrieval.
What is Codebase RAG?
Codebase RAG is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to enables semantic search and retrieval of code files using embeddings stored in postgresql. supports intelligent codebase exploration through natural language queries, file listing, and content retriev...
Enables semantic search and retrieval of code files using embeddings stored in PostgreSQL. Supports intelligent codebase exploration through natural language queries, file listing, and content retrieval.
This server falls under the Coding Agents category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Enables semantic search and retrieval of code files using em
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx codebase-rag-mcp-serverConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about Codebase RAG
What is Codebase RAG?
Codebase RAG is a Model Context Protocol (MCP) server that enables semantic search and retrieval of code files using embeddings stored in postgresql. supports intelligent codebase exploration through natural language queries, file listing, and content retrieval. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Codebase RAG?
Follow the installation instructions on the Codebase RAG GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with Codebase RAG?
Codebase RAG works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Codebase RAG free to use?
Yes, Codebase RAG is open source and available under the MIT license. You can use it freely in both personal and commercial projects.
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Set Up Codebase RAG in Your Editor
Choose your AI client for step-by-step setup instructions.
Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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