Open-Source Multi-Agent Workflow Orchestrator

Design agent workflows visually. Run them reliably. Monitor everything.

AgentForge is a self-hosted platform that enables developers and teams to visually design, deploy, execute, and monitor multi-agent AI workflows through a drag-and-drop DAG editor, real-time execution tracing, cost tracking, and a marketplace for reusable agent templates.

• Visual DAG Editor — Drag-and-drop canvas for composing multi-agent workflows with 7 node types (Agent, Tool, Router, Evaluator, Human-in-the-Loop, Input, Output)
• LangGraph-Powered Execution — Workflows compile to LangGraph state graphs for reliable, stateful execution with checkpointing
• Real-Time Monitoring — Watch execution animate on the DAG canvas with live node status, data flow, and timing
• Cost Tracking — Per-node token counting, per-workflow cost aggregation, and budget alerts
• Agent Template Registry — Browse, install, and publish reusable agent templates
• MCP Server Integration — Connect any MCP server as a tool for your agents
• API & Webhook Triggers — Expose workflows as REST endpoints or trigger via webhooks
• RBAC — Team workspaces with role-based access control (Owner, Admin, Editor, Viewer)

• Docker Engine 24+ and Docker Compose v2
• 8 GB RAM minimum
• (Optional) LLM API keys for OpenAI, Anthropic, or Google

# 1. Clone the repository
git clone https://github.com/DeryFerd/agentforge.git
cd agentforge

# 2. Copy environment file and add your API keys
cp .env.example .env
# Edit .env to add OPENAI_API_KEY or other provider keys

# 3. Start all services
docker compose up -d

# 4. Run database migrations
docker compose exec api alembic upgrade head

# 5. Open your browser
# Frontend: http://localhost:3000
# API Docs: http://localhost:8000/docs
# Langfuse: http://localhost:3001

# Backend
cd backend
pip install -e ".[dev]"
uvicorn app.main:app --reload

# Frontend
cd frontend
npm install
npm run dev

┌─────────────┐    ┌─────────────┐    ┌──────────────┐
│  Next.js    │───▶│  FastAPI     │───▶│  LangGraph   │
│  Frontend   │◀───│  API Layer   │◀───│  Engine      │
└─────────────┘    └──────┬──────┘    └──────┬───────┘
                          │                   │
                    ┌─────┴─────┐       ┌─────┴─────┐
                    │ PostgreSQL│       │   Redis    │
                    │  + MinIO  │       │  (Queue)   │
                    └───────────┘       └───────────┘

See STRUCTURE.md for the complete file-by-file architecture map.

We welcome contributions! See CONTRIBUTING.md for guidelines.

Apache License 2.0

See plan.md for the current implementation plan and post-MVP roadmap.

Built for the AI orchestration era. AgentForge demonstrates mastery of multi-agent patterns, production engineering, and developer experience — all in one open-source platform.