Instinct

Self-learning memory for AI coding assistants, with pattern detection and confidence scoring.

What you can do

Gives an AI coding assistant a self-learning memory that it can draw on in later sessions. Per the description, it detects patterns and assigns confidence scores to memory entries so the assistant can judge how much to rely on them. Beyond that, the input lists no tools, instructions or README, so the actual operations and what gets remembered cannot be confirmed.

When to use it

Worth adding when you want a coding assistant to carry learned patterns across sessions and weigh them by confidence. Best suited to developers who use the same assistant over time and want accumulated experience instead of restating preferences each time.

Requirements

Runs as a local process over stdio; requires the PyPI package instinct-mcp and a Python runtime. Desktop only, not executable on the web. No authentication, environment variables or headers are declared.