Mif Tools

If you're tired of losing your AI agent's memory every time you switch systems, this MCP server wraps the Memory Interchange Format spec into five tools: export_memories, import_memories, validate_memories, inspect_memories, and list_formats. It auto-detects and converts between mem0, CrewAI, LangChain, generic JSON, and Markdown formats using a minimal three-field schema (id, content, created_at) with optional support for embeddings, entity references, and knowledge graphs. The underlying mif-tools library has zero dependencies for core functionality and preserves vendor extensions on round-trip. Think of it as vCard for agent memories. Install with pip install mif-tools[mcp] or grab the npm package for TypeScript projects.