Myco: Self-evolving cognitive substrate for AI agents

AI-Agents Research MCP

TL;DR: Myco is a biomimetic, self-evolving memory substrate for AI agents that implements mycelium-inspired growth patterns for long-term memory and autonomous evolution.

Summary: Battam1111 released Myco, an open-source Python project that serves as a self-evolving cognitive organism for AI agents. It uses a mycelium-inspired substrate for long-term memory and autonomous evolution, integrating with tools like Claude Code and Cursor. The project aims to give agents persistent, growing memory structures.

Why it matters: For AI builders, Myco offers a novel approach to agent memory that could enable more adaptive and persistent agents. Watch for integration patterns with MCP and cognitive architectures; try implementing Myco as a long-term memory backend for autonomous agents.

Source: github.com