llamaindex-rag-mcp

cmdaltctr/llamaindex-rag-mcp

★ 0 stars Python AI/LLM Updated today

A standalone MCP server for document retrieval using LlamaIndex and ChromaDB — powered by local embeddings via Ollama. No API keys, no recurring costs, runs entirely on your machine.

View on GitHub → Try with Claude — $10 free →

Quick Install

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

Add to claude_desktop_config.json:

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

Or install with pip: pip install llamaindex-rag-mcp

README Excerpt

A local document search server for AI assistants. Point it at your files — PDFs, Word docs, notes, research papers — and your AI can search them by meaning, not just keywords. Everything runs on your machine. No cloud, no API keys, no recurring costs. **What it is:** An [MCP](https://modelcontextprotocol.io) server that gives AI assistants (Claude, GPT, Cursor, and others) the ability to search your documents using natural language.

Tools (5)

delete_documentsingest_documentslist_collectionslist_indexed_documentssearch_documents

Topics

ollamarag

llamaindex-rag-mcp

Quick Install

README Excerpt

Tools (5)

Topics

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