Knowledge Management · AI Chatbot

Mem0.ai Memory Manager logo

Mem0.ai Memory Manager

ryaker/mcp-mem0-general

A Model Context Protocol (MCP) server for integrating AI assistants with Mem0.ai's persistent memory system.

Install

uvx git+https://github.com/ryaker/mcp-mem0-general.git mcp-mem0-general

Environment variables

MEM0_API_KEY
GitHub stars
6
Author
@ryaker
Category
Knowledge Management, AI Chatbot
License
MIT
Updated
Oct 6, 2026

About Mem0.ai Memory Manager

This server provides MCP-compatible tools that let any compatible AI assistant access and manage persistent memories stored in Mem0. It acts as a bridge between AI models and the Mem0 memory system, enabling assistants to:

Features

  • Custom Categories: Define and manage your own memory categories

  • Memory Instructions: Set guidelines for how memories should be processed

  • Graph Relations: Access knowledge graph relationships between entities

  • Selective Memory: Filter text with include/exclude patterns before storing

  • Feedback Mechanism: Provide feedback on memory quality

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

View all
Claude Desktop logo

Claude Desktop

Desktop · Freemium · Proprietary

Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.

WindowsMacOS
Cursor logo

Cursor

Desktop · Freemium · Proprietary

The first agentic IDE. The Cursor editor truly merges how developers and AI work together, delivering a magical coding experience.

WindowsMacOSLinux

Related MCP servers

More servers
MaxKB logo

MaxKB

1Panel-dev/MaxKB

16.2k

MaxKB = Max Knowledge Brain, it is an open-source platform for building enterprise-grade agents. MaxKB integrates Retrieval-Augmented Generation (RAG) pipelines, supports robust workflows, and provides advanced MCP tool-use capabilities.

Knowledge Management
UI-TARS-desktop logo

UI-TARS-desktop

bytedance/UI-TARS-desktop

12.9k

TARS is ByteDance's multimodal AI agent stack, shipping two projects: Agent TARS (a CLI and Web UI agent built on MCP) and UI-TARS-desktop (a desktop GUI agent).

Knowledge Management
Supermemory logo

Supermemory

supermemoryai/supermemory

9.4k

State-of-the-art memory and context engine for AI.

Knowledge Management
Cognee logo

Cognee

topoteretes/cognee

2.1k

Cognee - The Free Open-Source AI Memory Platform for Agents.

Knowledge Management
Notion MCP Server (Official) logo

Notion MCP Server (Official)

makenotion/notion-mcp-server

1.5k

For the best experience, use Remote Notion MCP, our official hosted MCP server. This repository is a separate, self-hosted MCP server implementation that is no longer actively maintained or supported. Please use Remote Notion MCP instead.

Knowledge Management
DevDocs logo

DevDocs

cyberagiinc/devdocs

1.4k

[!WARNING] DevDocs Status: Not publicly maintained. Enhanced internal version at CyberAGI — public release coming soon. If you have any questions please reach out to info@cyberagi.ai.

Knowledge Management