🛠 Release of world-model-mcp — an MCP server for creating a "world model" of a codebase.
The tool uses a temporal knowledge graph (SQLite) to prevent hallucinations and repetitive errors in Claude Code, Cursor, and Codex. On the SWE-bench Verified benchmark, it showed a +10.2 point increase.
🌍 Developing long-term memory through the MCP protocol transforms sessions into a continuous learning process based on project context, reducing the costs of error correction.
👤 This makes Claude Code or Cursor more reliable: the agent stops "forgetting" architectural decisions or previously made bug fixes.
Source 1: https://github.com/SaravananJaichandar/world-model-mcp