MCP Memory Gateway

MCP Memory Gateway is a system designed to help AI coding agents avoid making the same mistakes over and over. It acts like a smart assistant that learns from past errors and stops the AI from repeating them.

Benefits

MCP Memory Gateway helps AI agents become more reliable. It captures feedback on what went wrong and turns repeated mistakes into rules that prevent those actions from happening again. This means the AI can learn from its experiences without needing complex retraining. It also helps maintain continuity between different AI sessions, so the AI doesn't have to start fresh each time.

Use Cases

This system can be used with various AI coding agents like Claude Code, Codex, Gemini, and others that are compatible with MCP. It's useful for anyone building or using AI agents that perform coding tasks and need to improve their accuracy and avoid common pitfalls. For example, it can prevent an AI from making a risky git push if certain checks are missing.

Vibes

Users can directly access lessons learned and corrective actions through the system. It allows for searching through past feedback and prevention rules, giving insights into why certain actions were blocked.

Additional Information

The system is built using Node.js and can be integrated through various interfaces including an HTTP API and a command line interface. It uses local memory for storing feedback and can use tools like LanceDB for more advanced memory retrieval. Billing for hosted services is managed through Stripe.