The Memory MCP Server for Production Use

Production-ready MCP server for AI memory management. Semantic search, cross-tool sync, unlimited storage. Open-source and self-hosted.

What is an MCP Server?

The Model Context Protocol (MCP) is Anthropic's open standard for connecting AI assistants to external data sources. Recallium's MiniMe is the most comprehensive MCP server for memory management.

Why MiniMe is the Best Memory MCP

  • Production-ready: Stress tested to handle up to 200M memories
  • Hybrid search: Combines semantic + keyword for 88% precision
  • Advanced features: Clustering, insights, pattern detection
  • Cross-tool compatible: Works with Claude Desktop, Cursor, Windsurf, VS Code

MCP Server Features

FeatureMiniMeGeneric MCP Servers
Hybrid Search✅ Semantic + Keyword❌ Vector only
Search Precision88% P@170-80% typical
Memory Types6 types (code, decision, rule, etc.)Generic storage
Pattern Detection✅ AI-powered insights❌ Basic search
Cross-Tool Sync✅ Universal❌ Tool-specific
Self-Hosted✅ Full controlVaries
Full MCP Setup Guide →