mcp-rag-server and supernova-mcp-rag
Both projects implement the Model Context Protocol (MCP) for RAG, making them ecosystem siblings since one is a lightweight server implementation and the other is a practical proof-of-concept demonstrating how to build and run such a server.
About mcp-rag-server
Daniel-Barta/mcp-rag-server
Lightweight RAG server for the Model Context Protocol: ingest source code, docs, build a vector index, and expose search/citations to LLMs via MCP tools.
About supernova-mcp-rag
shabib87/supernova-mcp-rag
A practical POC demonstrating how to build and run a local MCP server with Retrieval-Augmented Generation (RAG) for semantic search over internal documentation. Leverages Node.js, TypeScript, Hugging Face embeddings, and an in-memory vector store to enable fast, context-aware answers in tools like Cursor.
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