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Knowledge Management · Developer Tools

gifflet/graphiti-mcp-server
A powerful knowledge graph server for AI agents, built with Neo4j and integrated with Model Context Protocol (MCP).
docker run -d \{
"mcpServers": {
"Graphiti": {
"command": "uv",
"args": [
"run",
"graphiti_mcp_server.py"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>"
}
}
}
}OPENAI_API_KEYNEO4J_USERNEO4J_PASSWORDAZURE_OPENAI_ENDPOINTAZURE_OPENAI_API_VERSIONNEO4J_URIDynamic knowledge graph management with Neo4j
Seamless integration with OpenAI models
MCP (Model Context Protocol) support
Docker-ready deployment
Custom entity extraction capabilities
Advanced semantic search functionality
Details on this page are taken from the project's README. Open README
Clients mentioned in this server's README:

1Panel-dev/MaxKB
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.

bytedance/UI-TARS-desktop
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).

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

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

makenotion/notion-mcp-server
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 This repository is a separate, self-hosted MCP server implementation that is no longer actively maintained or supported.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.

cyberagiinc/devdocs
[!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.