World Model Mcp

A temporal knowledge graph that sits between your coding agent and your codebase to enforce constraints and prevent regressions. It validates API references before the agent calls them, learns from your corrections across sessions, and re-injects top constraints after context window compaction. The 26 MCP tools cover constraint management, contradiction resolution with confidence weighting, and compaction audit logs. Runs over stdio or HTTP, works with Claude Code, Cursor, and pi. The setup command auto-seeds the graph from your existing code, and the AGENTS.md reader pulls conventions from declarative markdown files alongside the SQLite store. Reach for this when you want long-term memory that survives context resets and stops your agent from repeating the same hallucinated function calls.