LCARS MCP Server

MCP server for searching code and documentation embeddings stored in Qdrant. This package is intended to be used as a dependency in the lcars-rag project and should not be run standalone.

Prerequisites

• Python 3.12+
• Running Qdrant instance with indexed embeddings (from lcars-rag)
• Running PostgreSQL instance with source metadata (from lcars-rag)
• An OpenAI-compatible embedding API (for query embedding)