DuckDB RAG
An MCP server that enables RAG (Retrieval-Augmented Generation) on markdown documents by converting them to embedding vectors and performing vector search using DuckDB.
What is DuckDB RAG?
DuckDB RAG is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to mcp server that enables rag (retrieval-augmented generation) on markdown documents by converting them to embedding vectors and performing vector search using duckdb.
An MCP server that enables RAG (Retrieval-Augmented Generation) on markdown documents by converting them to embedding vectors and performing vector search using DuckDB.
This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- An MCP server that enables RAG (Retrieval-Augmented Generati
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx duckdb-rag-mcp-sampleConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about DuckDB RAG
What is DuckDB RAG?
DuckDB RAG is a Model Context Protocol (MCP) server that mcp server that enables rag (retrieval-augmented generation) on markdown documents by converting them to embedding vectors and performing vector search using duckdb. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install DuckDB RAG?
Follow the installation instructions on the DuckDB RAG GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with DuckDB RAG?
DuckDB RAG works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is DuckDB RAG free to use?
Yes, DuckDB RAG is open source and available under the Apache 2.0 license. You can use it freely in both personal and commercial projects.
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Browse More Knowledge & Memory MCP Servers
Explore all knowledge & memory servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.
Set Up DuckDB 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
Ready to use DuckDB RAG?
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