AgensGraph AI Tools and Libraries

Welcome to AgensGraph AI — a curated collection of tools, integrations, and starter templates for building AI-powered applications that work with AgensGraph, a PostgreSQL-based multi-model graph database.

This documentation currently includes:

LangChain — LLM agents, tools, and chains
LlamaIndex — custom data indexing and retrieval
LightRag — graph-aware RAG for accurate, context-rich retrieval
cognee — dynamic memory for Agents
mcp — Model Context Protocol server for AgensGraph enabling database access and graph exploration.

Purpose

This documentation is designed to help developers:

Integrate AgensGraph with modern LLM frameworks
Leverage graph data in conversational and intelligent apps
Explore Retrieval-Augmented Generation (RAG), agents, and graph reasoning

Contents