local-search MCP servers & tools

Privacy-first document search server running entirely locally. Supports semantic search over PDFs, DOCX, TXT, and Markdown files with LanceDB vector storage and local embeddings - no API keys or cloud services required.

Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query expansion, and 28 MCP tools. Runs entirely offline with zero external servers.

Search your Obsidian vault to quickly find notes by title or keyword, summarize related content, a…

Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.

Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup

Single-binary local RAG MCP server in Rust. MiniLM compiled in, hybrid search, zero deps.

Local RAG MCP for markdown documentation. Retrieval only; host synthesizes answers.

Persistent memory for Claude Code — offline, single-file, hybrid search.

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

Local-first RAG MCP server: hybrid search over a folder of your own documents

Search and cross-reference local AI chat history with read-only tools and source citations.