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Limps

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Establishes a local, version-controlled planning and document layer for AI assistants, ensuring a single source of truth for project context.

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Solving the fragmentation issue prevalent with multiple AI assistants, Limps offers a local-first, subscription-free planning and document management server. It acts as a single, consistent source of truth for your planning documents, task statuses, and decisions, accessible by various AI clients like Claude, Cursor, and Copilot. This prevents context drift and ensures all your AI interactions are aligned with your latest project state, allowing you to focus on development without worrying about scattered information.

Key Features

01Next-task suggestions with score breakdowns and bias tuning
02Sandboxed document processing via QuickJS helpers
03Document CRUD and full-text search across Markdown files
04Multi-client synchronization for AI assistants like Cursor, Claude, and Codex
05Plan and agent workflows with status tracking and task scoring
064 GitHub stars

Use Cases

01Facilitate team collaboration on plans by pointing AI assistants at a shared, version-controlled directory.
02Manage planning and documentation for a single product project locally.
03Handle planning across multiple projects by registering and switching between different document folders.