The Memory MCP Server for Production Use
Production-ready MCP server for AI memory management. Semantic search, cross-tool sync, unlimited storage. 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 platform is the most comprehensive MCP server for memory management.
Why Recallium 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
| Feature | Recallium | Generic MCP Servers |
|---|---|---|
| Hybrid Search | ✅ Semantic + Keyword | ❌ Vector only |
| Search Precision | 88% P@1 | 70-80% typical |
| Memory Types | 6 types (code, decision, rule, etc.) | Generic storage |
| Pattern Detection | ✅ AI-powered insights | ❌ Basic search |
| Cross-Tool Sync | ✅ Universal | ❌ Tool-specific |
| Self-Hosted | ✅ Full control | Varies |