quillrag runs on your own machine — the client starts it, so there is no endpoint to ping. Last commit 27 Aug 2026.
Single-binary local RAG MCP server in Rust. MiniLM compiled in, hybrid search, zero deps.
Today is the operative word: we check quillrag every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup
Local-first RAG MCP server: hybrid search over a folder of your own documents
Local, privacy-focused RAG service for code search via MCP. https://linggen.dev
AI-native runtime with built-in MCP server. 232 builtins, AI pipelines, RAG, single ~8 MB binary.
Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop.
Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk contextualization.
Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.
Answers built from our own checks of this server.