Agentok AIVisual drag-and-drop builder for designing and deploying AG2 multi-agent apps.

4.5 (4)

Reviewed by Daniel Nikulshyn·Updated July 2026

Overview

Agentok AI is a low-code platform that brings the AG2 (formerly AutoGen) multi-agent framework to life through a visual canvas. Users can assemble agents, define their roles, and wire up conversations using drag-and-drop nodes instead of writing boilerplate code. The tool is aimed at developers, prototypers, and teams who want to experiment with agentic workflows quickly. It abstracts the underlying AG2 logic into reusable building blocks, letting you focus on agent behavior, prompts, and task orchestration rather than framework setup. Finished projects can be exported or run directly, making Agentok useful for both rapid prototyping and building production-bound agent applications.

Key features

Drag-and-drop agent workflow canvas
Native AG2 framework integration
Configurable agent roles and prompts
Multi-agent conversation orchestration
Project export and deployment options
Reusable agent templates and components

Pricing

Model: Free
Category: AI Agents Platform
Rating: 4.5 / 5 (4)

Use cases

Agent-based system modeling

Design and deploy AG2 multi-agent apps using a visual drag-and-drop builder.

Intelligent automation workflows

Create and manage complex automation processes using the visual interface.

Multi-agent system simulation

Analyze and test AG2 multi-agent apps using the drag-and-drop builder.

Pros & Cons

Pros

Visual interface lowers the AG2 learning curve
Speeds up multi-agent prototyping
Reusable nodes for common agent patterns
Bridges low-code workflows with real code output

Cons

Requires familiarity with AG2 concepts
Visual abstraction may hide advanced configuration
Smaller ecosystem than mainstream agent platforms

Battle record

Across 1 battle in the Pantheon.

1st

2nd

3rd

Last battle

#5
AI Agents Platform Showdown — June 23, 2025
Jun 23, 2025 · #5 of 6

Reviews

4.5

Average from 4 ratings.

Omar Haddad

Mar 30, 2026

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on project export and deployment options, and reusable nodes for common agent patterns caught me off guard. still, I'd recommend giving it a real trial.

Marcus Bell

Feb 18, 2026

Use it every day

Honestly didn't expect to like it this much. Multi-agent conversation orchestration is exactly what I needed, and reusable nodes for common agent patterns. I do wish smaller ecosystem than mainstream agent platforms, but I reach for it almost every day now and it just clicks.

Aaliyah Johnson

Dec 20, 2025

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on native AG2 framework integration, and visual interface lowers the AG2 learning curve caught me off guard. Requires familiarity with AG2 concepts is why this isn't a perfect score, still, I'd recommend giving it a real trial.

Fatima Zahra

Aug 17, 2025

Years in this space

I've evaluated a lot of these over the years. What stands out here is drag-and-drop agent workflow canvas — handled better than most — and reusable nodes for common agent patterns. Worth the time if this is your use case.

Q&A

What are the key benefits?

The visual interface speeds up multi-agent prototyping, and reusable nodes simplify common agent patterns, bridging low-code workflows with real code output.

Asked by Wesley Adekunle · Oct 17, 2025

Can I export projects?

Yes, finished projects can be exported or run directly, making Agentok useful for both rapid prototyping and production-bound applications.

Asked by Chioma Nwosu · Sep 12, 2025

Do I need coding skills?

Agentok AI has a visual interface that lowers the AG2 learning curve, but familiarity with AG2 concepts is required.

Asked by Kenji Watanabe · Aug 29, 2025

What is Agentok AI?

Agentok AI is a low-code platform for designing and deploying AG2 multi-agent apps with a visual drag-and-drop builder.

Asked by Giulia Conti · Jul 13, 2025