Mnemo Universal Memory System

Example Use Cases

• 1

  Advanced semantic memory and retrieval-augmented generation capabilities.

• 2

  Track and analyze code changes, project health, and cross-project coding patterns.

• 3

  Integration with Cursor via MCP to enhance AI assistant workflows with memory and code intelligence.

Description

Mnemo is a modern memory system built on LangChain with ChromaDB, designed to enhance AI assistants with sophisticated memory management, retrieval-augmented generation, and optional advanced workflows via LangGraph. It supports multiple embedding models, automatic tracking of code and chat sessions, and cross-project knowledge graphs to prevent duplicate implementations and maintain coding consistency. Integrated with MCP for Cursor, it offers memory tools, code intelligence, and health checks to improve project quality and developer productivity.