recallium vs Adaptive Agent

Recallium is a local, self-hosted universal AI memory system providing a persistent knowledge layer for developer tools (Copilot, Cursor, Claude Desktop). It eliminates "AI amnesia" by automatically capturing, clustering, and surfacing decisions and patterns across all projects. It uses the MCP for

Self-evolving RAG system providing cross-session persistent memory where agents autonomously write, retrieve, and evolve knowledge through vector-based storage and semantic search.

MCP Servers

Agents

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