{"id":6938,"slug":"karaage0703/mcp-rag-server","name":"MCP RAG Server","description":"A Python server providing Retrieval-Augmented Generation (RAG) functionality. It indexes various document formats and requires a PostgreSQL database with pgvector.","category":"development","github":"https://github.com/karaage0703/mcp-rag-server","homepage":"","server_url":"","transport":"stdio","install":[{"cmd":"pip install uv","imports":[]}],"tools":[{"name":"search","description":"ベクトル検索を行います。クエリに基づいて関連情報を検索し、前後のチャンクやドキュメント全文を含めて結果を返します。"},{"name":"get_document_count","description":"インデックス内のドキュメント数を取得します。"}],"env_vars":["POSTGRES_HOST","POSTGRES_PORT"],"auth_type":"none","official":false,"stars":71,"status":"active","source":"mcpservers.org","created_at":"2026-05-25T14:19:12.227085+00:00","updated_at":"2026-05-28T12:47:06.880753+00:00","tags":[],"path":"mcp-rag-server"}