"author:memcell-ai" matching MCP servers:

Enables AI agents to use persistent, adaptive cognitive memory by recalling relevant memories and principles before acting, storing durable facts and observations, and reporting outcomes to calibrate confidence over time.

Living memory for AI coding agents (Claude Code, Cursor, Copilot, Codex). Cross-vendor persistent memory, decision recall, and outcome calibration via MCP and hooks.