Collaborative RAG MCP Server

Example Use Cases

• 1

  Multi-tenant support to isolate document contexts.

• 2

  Upload and query documents in multiple formats.

• 3

  Integration with MCP-compatible clients for enhanced RAG capabilities.

Description

This MCP server enables multiple isolated tenants to upload documents in various formats (PDF, DOCX, TXT) and perform similarity searches using OpenAI embeddings and FAISS. It integrates with MCP-compatible clients like Claude Desktop and Cline, allowing users to create tenants, upload documents, query content, and list documents efficiently. The server uses SQLite for metadata storage and FastMCP as the server framework, facilitating scalable and organized document retrieval and question answering.