DuckDB RAG MCP Sample

Example Use Cases

• 1

  Vectorize markdown documents for analysis.

• 2

  Perform efficient vector search using DuckDB.

• 3

  Persistent storage for document vectors using Parquet files.

Description

This MCP server allows users to vectorize markdown documents and perform vector searches using DuckDB. It enables the persistent storage of vector data through Parquet files and supports easy integration with MCP. It provides tools for document analysis and retrieval using state-of-the-art embedding models, benefiting those needing to explain markdown documentation.