Project
Livedocs
Keep docs in sync with code. Livedocs extracts structural claims from source into per-repo SQLite databases that AI agents query over MCP, no expensive grep-and-read cycles.
GoMCPtree-sitter
Livedocs extracts symbols and relationships with tree-sitter, mines tribal knowledge (ownership, rationale, invariants) from git history and CODEOWNERS, stores it as structured claims in per-repo SQLite, serves it to agents over the Model Context Protocol, and detects documentation drift.