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    instinct

    instinct

    yakuphanycl April 4, 2026
    1 copies 0 downloads

    Self-learning memory for AI coding agents — MCP server

    <!-- mcp-name: io.github.yakuphanycl/instinct --> <div align="center">

    instinct

    Self-learning memory for AI coding agents

    PyPI Python License CI CodeQL MCP Glama

    </div>

    Your AI agent makes the same mistakes twice. It forgets your preferences between sessions. It doesn't learn from repetition.

    instinct fixes this. It observes patterns from your agent sessions, tracks confidence over time, and auto-promotes recurring patterns into suggestions your agent follows — without you repeating yourself.

    Works with any MCP-compatible agent: Claude Code, Cursor, Windsurf, Goose, Codex, and others.

    <p align="center"> <img src="demo/demo.svg" alt="instinct demo — observe, track, suggest" width="700"> </p>

    Table of Contents

    • How It Works
    • Features
    • Install
    • Getting Started in 60s
    • MCP Tools
    • MCP Prompts
    • CLI Reference
    • Python Library
    • Cross-Project Learning
    • Storage
    • [How It Compares](

    Tags

    ai-agentclaude-codecursormcpmcp-servermemorypythonself-learning

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