Instinct

Instinct

Self-learning memory and adaptive rules for AI coding agents.

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About Instinct

Instinct is an MCP (Model Context Protocol) server that provides a self-learning memory system for AI coding agents. It enables agents to observe and learn from user behavior over time—recording recurring tool sequences, user preferences, and fixes, then auto-promoting these patterns into actionable suggestions or auto-applied rules. Instinct works with MCP-compatible clients like Claude Code, Cursor, Windsurf, and Codex, offering tools for observation, suggestion, searching, export, and pattern consolidation. This makes it highly valuable for developers and teams building or deploying AI code assistants that benefit from cross-session memory, adaptability to user workflows, and automatic process optimization.

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