Ontos-AI/
knowhere
Ontos-AI/knowhereTools
Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.
3.1k
Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.
Shared, persistent memory for AI agents. Self-hosted MCP server with semantic search, vector RAG, and live updates. Works with Claude, Cursor, Codex, and any MCP client.
Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.
A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.