# Agent-Graph

A multi-agent system built around Context Engineering principles, combining sub-agents, long-term memory, MCP, and agent-based workflows in a visual development environment for building and deploying multi-agent applications.

Agent-Graph integrates sub-agents, long-term memory, MCP, and agent-based workflow orchestration into a visual builder for multi-agent applications, aiming to let developers assemble and test complex agent systems without hand-writing every workflow.

It deploys with Docker Compose for its backing services, including MongoDB and MinIO for file storage, and a FastAPI backend that can run with uv or plain pip, alongside a separate frontend for development. A generated JWT secret and other credentials are configured through an environment file before the Docker services start, and the running application exposes its own API documentation and health-check endpoints.

The project is documented primarily in English and Chinese and maintained through its own documentation site.

Website: https://github.com/keta1930/agent-graph