Hey everyone, I’ve been playing around with CrewAI and local models using Ollama, but writing the boilerplate Python code to connect agents and tasks was getting tedious. Most existing visual builders force you into their cloud platforms or require API keys, which defeats the purpose of running things locally.

So I built a simple, browser-based drag-and-drop editor. You design your crew, select Ollama as your LLM, and it just generates the clean main.py and requirements.txt for you to run on your own machine. No vendor lock-in.

I’m looking for feedback on the code output format and what other local tools I should integrate next. (I'll put the link in the comments so this doesn't get flagged as spam)

Hi everyone!

As I was building multi-agent workflows with CrewAI, I kept bumping into two big pain points:

1. Managing complex relationships between agents, tasks, and tools in raw Python code gets messy fast.
2. Most visual builders out there charge heavy monthly subscriptions or lock your logic into their cloud platform.

So I decided to build AgentGraph Studio—a free, open, web-based visual builder designed specifically for CrewAI.

🚀 Key Features:

• Zero Vendor Lock-In: Generates 100% clean, executable Python code (main.py, requirements.txt, .env.example). You own the code and run it anywhere (Local PC, VPS, or Cloud).
• 100% Free & No API Keys Required to Build: Design and prototype your entire crew on the canvas without entering any API keys on the site.
• Advanced CrewAI Features Supported:
  • Processes: Both Sequential and Hierarchical (with custom Manager LLMs).
  • Async Tasks: Enable parallel task execution with a single toggle for complex branching logic.
  • LLMs & Tools: Built-in support for OpenAI, Claude, Gemini, Groq, and Ollama (for complete local/privacy-first setups), plus tools like Serper, WebScraper, PDFSearch, GitHub, CSVSearch, and YouTube.
• Save & Share: Export and import your workflows as JSON files to share with the community.
• DX Features: Starter templates, Undo/Redo, MiniMap, and Snap-to-Grid for clean diagramming.

🔗 Try it here:

https://zero-six-khaki.vercel.app/

I’d love to hear your thoughts and feedback! What other tools, features, or agent templates would you like to see next?

Thanks for checking it out!

Hi everyone!

As I was building multi-agent workflows with CrewAI, I kept bumping into two big pain points:

1. Managing complex relationships between agents, tasks, and tools in raw Python code gets messy fast.
2. Most visual builders out there charge heavy monthly subscriptions or lock your logic into their cloud platform.

So I decided to build AgentGraph Studio—a free, open, web-based visual builder designed specifically for CrewAI.

🚀 Key Features:

• Zero Vendor Lock-In: Generates 100% clean, executable Python code (main.py, requirements.txt, .env.example). You own the code and run it anywhere (Local PC, VPS, or Cloud).
• 100% Free & No API Keys Required to Build: Design and prototype your entire crew on the canvas without entering any API keys on the site.
• Advanced CrewAI Features Supported:
  • Processes: Both Sequential and Hierarchical (with custom Manager LLMs).
  • Async Tasks: Enable parallel task execution with a single toggle for complex branching logic.
  • LLMs & Tools: Built-in support for OpenAI, Claude, Gemini, Groq, and Ollama (for complete local/privacy-first setups), plus tools like Serper, WebScraper, PDFSearch, GitHub, CSVSearch, and YouTube.
• Save & Share: Export and import your workflows as JSON files to share with the community.
• DX Features: Starter templates, Undo/Redo, MiniMap, and Snap-to-Grid for clean diagramming.

🔗 Try it here:

https://zero-six-khaki.vercel.app/

I’d love to hear your thoughts and feedback! What other tools, features, or agent templates would you like to see next?

Thanks for checking it out!