EverMind

One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.

EverAlgo is the algorithm library behind EverMind's memory system — stateless, storage-free, focused on extraction and ranking only. Orchestration, persistence, and routing live upstream in evermem.

The memory-first, self-improving agent harness built on EverOS, with MiroThinker-powered deep research and reasoning.

Open-source CLI and Agent plugin suite for EverMe — cross-device, cross-Agent personal memory for AI Agents.

Official Python SDK for EverOS Cloud — managed long-term memory for AI agents. Typed client for the v2 Memory API.

Real-world Raven integrations, reusable workflows, and community showcases.

Contributor recognition and community automation bot for EverOS.

Agent self-evolution evaluation — not static snapshots, but longitudinal growth curves. Measures transfer efficiency, error avoidance, and skill-hit quality through controlled experiments with and without evolution.

Official EverOS SDK plugin marketplace for Claude Code — auto-migrate between SDK versions.