kwanLeeFrmVi/mcp-rag-server
mcp-rag-server is a Model Context Protocol (MCP) server that enables Retrieval Augmented Generation (RAG) capabilities. It empowers Large Language Models (LLMs) to answer questions based on your document content by indexing and retrieving relevant information efficiently.
This is a tool for developers who integrate large language models (LLMs) into applications. It takes your collection of documents, like text files or markdown, and turns them into a searchable index. This index then helps your LLM provide more accurate and context-aware answers based on your specific content, rather than just its general training data.
No commits in the last 6 months.
Use this if you are building an application with an LLM and want it to answer questions using information directly from your own set of documents.
Not ideal if you are an end-user without programming experience looking for a ready-to-use application, as this is a backend server for developers.
Stars
25
Forks
4
Language
TypeScript
License
MIT
Category
Last pushed
Apr 18, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/mcp/kwanLeeFrmVi/mcp-rag-server"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Compare
Higher-rated alternatives
shinpr/mcp-local-rag
Local-first RAG server for developers using MCP. Semantic + keyword search for code and...
nkapila6/mcp-local-rag
"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨
AmberLee2427/nancy-brain
Nancy's RAG backend and HTTP API/MCP server connectors.
tac0de/knowledge-to-action-mcp
MCP server for Obsidian GraphRAG, agent-ready context, preview-only planning, and safe repo handoffs
Daniel-Barta/mcp-rag-server
Lightweight RAG server for the Model Context Protocol: ingest source code, docs, build a vector...