Limps

About Limps

Limps is a local-first, open-source MCP (Model Context Protocol) server that serves as a document and planning layer for AI assistants. It enables AI agents—including Claude, Cursor, Copilot, and other MCP-compatible clients—to access, search, and collaboratively update a shared, version-controlled document repository (e.g., plans, tasks, notes) on your local machine. Limps supports full CRUD and full-text search over Markdown folders, real-time status and workflow tracking, task lifecycle management, and health automation such as staleness detection and code drift checks—all without cloud dependencies or subscriptions. It integrates with git for optional version control and supports programmable, sandboxed document processing.