FreeCAD MCP(Model Context Protocol) server
Memory for 24/7 proactive agents like openclaw (moltbot, clawdbot).
Local knowledge graph for Claude Code. Builds a persistent map of your codebase so Claude reads only what matters — 6.8× fewer tokens on reviews and up to 49× on daily coding tasks.
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
Build autonomous AI agents in Python.