chen9z
MCP Serverchen9zpublic

graphiti_mcp_server

Graphiti MCP Server is a framework designed for AI agents in dynamic environments, used to build and query time-aware knowledge graphs. Unlike traditional Retrieval-Augmented Generation (RAG) methods, Graphiti continuously integrates user interactions, structured and unstructured enterprise data, and external information into a queryable graph. The framework supports incremental data updates, efficient retrieval, and precise historical queries without requiring complete graph recomputation, making it suitable for developing interactive, context-aware AI applications.

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Python
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About This Server

Graphiti MCP Server is a framework designed for AI agents in dynamic environments, used to build and query time-aware knowledge graphs. Unlike traditional Retrieval-Augmented Generation (RAG) methods, Graphiti continuously integrates user interactions, structured and unstructured enterprise data, and external information into a queryable graph. The framework supports incremental data updates, efficient retrieval, and precise historical queries without requiring complete graph recomputation, making it suitable for developing interactive, context-aware AI applications.

Model Context Protocol (MCP) - This server can be integrated with AI applications to provide additional context and capabilities, enabling enhanced AI interactions and functionality.

Quick Start

1

Clone the repository

git clone https://github.com/chen9z/graphiti_mcp_server
2

Install dependencies

cd graphiti_mcp_server
npm install
3

Follow the documentation

Check the repository's README.md file for specific installation and usage instructions.

Repository Details

Ownerchen9z
Repographiti_mcp_server
LanguagePython
License-
Last fetched8/11/2025

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