Devrag runs on your own machine — the client starts it, so there is no endpoint to ping. Last commit 16 Apr 2026.
Lightweight local RAG MCP server. 40x token reduction.
We read the source, 22 h ago · rules 3dff92dd89df
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
path := filepath.Join(modelDir, filename)
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Easy-to-setup local RAG server with minimal configuration
Local-first RAG engine with MCP server for AI agent integration.
Rag Knowledge MCP Server by MEOK AI Labs
Local-first RAG MCP server: hybrid search over a folder of your own documents
Local multi-client RAG server over the Model Context Protocol.
Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup
Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.
Rag Knowledge Graph MCP Server by MEOK AI Labs
Answers built from our own checks of this server.