riponcm/projectmem

What it does

ProjectMem is a memory and judgment layer designed specifically for AI coding agents. It captures and stores project context including issues encountered, failed attempts, applied fixes, and architectural decisions in human-readable Markdown and machine-parseable JSONL formats. The tool reinjects this accumulated knowledge into future coding sessions, enabling agents to learn from past experiences and avoid repeating mistakes.

How to set up

ProjectMem is provided as an MCP (Model Context Protocol) server that integrates with Claude, Cursor, Antigravity, and compatible AI coding platforms. Installation involves adding the server to your AI tool's configuration. The tool operates locally first, storing all memory data in your project directory without requiring external services.

Key features

• Captures issues, failed attempts, fixes, and decisions automatically
• Stores data in readable Markdown format for human review
• Maintains JSONL format for machine parsing and injection into AI contexts
• Git commit warnings to prevent repeating past mistakes
• Provides 14 tools for memory management and decision tracking
• Compatible with Claude, Cursor, and Antigravity AI platforms
• Local-first architecture ensures privacy and offline functionality