International Education Standards MCP — CCSS, Singapore MOE, IB MYP and more. Grounding layer for LLM-powered education tools.
Command Claude Code
Add a new country's curriculum (or extend/fix an existing one) to StandardGraph. This is the battle-tested playbook from the 2026-07 Africa expansion (10 new systems, 3 extended, 5,814+ new standards) — follow it instead of re-deriving the approach from scratch.
Command Claude Code
Check the status of all machines on the StandardGraph Tailscale network.
Command Claude Code
Show the job run history across all pipeline machines.
Command Claude Code
Release a new version of StandardGraph to PyPI (and optionally HuggingFace).
Command Claude Code
Refresh (or audit) every published fact and figure across BOTH public surfaces — the StandardGraph GitHub repo and the walkmakewalk portfolio — so they match the live database.
Command Claude Code
Run the StandardGraph MCP test suite and report results.