ai-rule-learning-mcp 0.1.1

MCP server that learns guardrail rules from your AI conversations and injects them automatically

AI Rule Learning — MCP

Your AI remembers what works and what doesn't — and gets better every session.

AI Rule Learning watches your AI conversations, learns from the moments where things didn't go as expected, and automatically applies that knowledge to future sessions. The result is an AI that progressively adapts to the way you work, without you having to change anything.

---

What it does for you

• Catches recurring mistakes before they happen again
• Adapts to your working style and preferences automatically
• Keeps your data private — nothing leaves your machine unreviewed
• Works across all your AI tools without changing how you use them

Works with

• Claude (Claude Code, Claude Desktop)
• ChatGPT / OpenAI
• Cursor and Windsurf
• Any AI tool that exports conversation history

Installation

pip install ai-rule-learning-mcp

Privacy

Your data is scrubbed locally before anything is sent anywhere. Community contributions (if you opt in) share only anonymous pattern counts — never your actual conversations or content.

See PRIVACY.md for full details.

Licence

Free for personal use. Commercial and government use requires written permission. See LICENSE and TERMS.md.

---

For organisations and teams: a business version is available by pre-order. Contact [e-mail] to request access.