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instinct
yakuphanycl April 4, 2026
1 copies 0 downloads
Self-learning memory for AI coding agents — MCP server
Agent Definition
<!-- mcp-name: io.github.yakuphanycl/instinct --> <div align="center"> # instinct **Self-learning memory for AI coding agents** [](https://pypi.org/project/instinct-mcp/) [](https://pypi.org/project/instinct-mcp/) [](https://github.com/yakuphanycl/instinct/blob/master/LICENSE) [](https://github.com/yakuphanycl/instinct/actions/workflows/ci.yml) [](https://github.com/yakuphanycl/instinct/actions/workflows/codeql.yml) [](https://modelcontextprotocol.io) [](https://glama.ai/mcp/servers/yakuphanycl/instinct) </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](#how-it-works) - [Features](#features) - [Install](#install) - [Getting Started in 60s](#getting-started-in-60s) - [MCP Tools](#mcp-tools) - [MCP Prompts](#mcp-prompts) - [CLI Reference](#cli-reference) - [Python Library](#python-library) - [Cross-Project Learning](#cross-project-learning) - [Storage](#storage) - [How It Compares](
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