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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.