rag-mcp

NextLevelManagementAdvisors/rag-mcp

★ 0 stars Python AI/LLM Updated 1d ago

RAG-over-docs MCP server — pgvector semantic retrieval for LLM agents (FastMCP + OpenAI-compatible embeddings).

Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "rag-mcp": {
      "command": "uvx",
      "args": [
        "rag-mcp"
      ]
    }
  }
}

Or install with pip: pip install rag-mcp

embeddingsfastmcpmcpmodel-context-protocolpgvectorpythonragvector-database