Limps

Limps (Local Intelligent MCP Planning Server) is a local-first document and planning layer for AI assistants and agents. It serves as an MCP (Model Context Protocol) integration server that sits between your files (e.g., Markdown docs) and any MCP-compatible tool, such as Claude, Cursor, and Codex. Limps lets you point at any folder on your local machine (or a synced/git folder), providing shared document CRUD, full-text search, knowledge graph, advanced planning and task workflows, and agent coordination— all without cloud or subscription. Designed for developers, researchers, and teams who want portable, privacy-friendly orchestration for AI assistants across tools.