mdkb is a single Rust binary providing local hybrid search (BM25 + semantic vectors) and tree-sitter symbol/call-graph indexing for 14 languages over repository docs and source code.

It integrates with Claude Code, Codex, and other MCP clients via an MCP server, CLI, and lifecycle hooks for session warmup, prompt recall, and post-edit reindexing. All storage and inference run on-device using SQLite, FTS5, and a local ONNX embedding model with no cloud API dependency.

Topics

Hybrid Search Repository Memory Code Intelligence MCP AI Coding Assistants

View on GitHub All Bookmarks

Discover Similar Content

William's Bookmark Library

/**/

GitHub - sstraus/mdkb: Give your AI coding assistant a memory and a search engine. Hybrid BM25 + semantic search, tree-sitter code intelligence for 13 languages, persistent memory with confidence decay. Integrates with Claude Code and Codex via CLI, lifecycle hooks, and MCP. Fully local, zero cloud APIs.

github.comSaved August 23, 202616 min

sstraus · via GitHub

Summary

mdkb is a single Rust binary providing local hybrid search (BM25 + semantic vectors) and tree-sitter symbol/call-graph indexing for 14 languages over repository docs and source code.

Topics

Hybrid Search Repository Memory Code Intelligence MCP AI Coding Assistants

View on GitHub All Bookmarks