MemDocs

About

MemDocs is a git-native memory management system that gives AI assistants persistent, project-specific memory. It generates structured, machine-readable documentation that lives in your repository—no cloud services, no recurring costs, just local/git-based storage that enhances AI context and team collaboration. This persistent memory layer unlocks Level 4-5 AI collaboration, enabling AI to remember projects across sessions, make predictions, share memory with teams, and achieve significant cost savings compared to traditional full repository reviews.

Key Features

• Establishes git-native, version-controlled project memory within your repository.
• Utilizes AI (Claude Sonnet 4.5) for intelligent, multi-format documentation generation.
• Scales efficiently for large repositories through incremental, git-aware updates, significantly reducing costs and time.
• Serves project memory in real-time to AI assistants via the Model Context Protocol (MCP).
• Integrates with the Empathy Framework to enable Level 4-5 anticipatory AI collaboration.
• 1 GitHub stars

Use Cases

• Accelerating new developer onboarding by providing immediate, comprehensive project context.
• Cost-effective documentation and memory management for enterprise-scale codebases.
• Empowering AI assistants with persistent, accurate project memory for advanced collaboration.