Agent Frameworks

AgentScope

AI coding agent workflow analysis and visualization tool.

Status
Generally available
Last checked
Checked · Oct 15, 2026
License
Open source
Pricing
Free tier
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What it is

AgentScope is an AI-powered tool designed to analyze and visualize coding agent workflows. It supports developers in building and managing AI agents by providing insights into their operations. The tool is written in Python and is open-source, licensed under Apache-2.0. With a focus on multi-agent systems and large language models, AgentScope aims to make AI agents more understandable and trustworthy. Despite its emerging status, it has garnered significant attention on GitHub with over 30,000 stars.

Strong focus on visualizing and understanding multi-agent AI workflows.

When it fits — and when it doesn’t

A good fit for

  • Developers working with AI agents

    Provides tools to visualize and understand agent workflows, enhancing development efficiency.

  • Projects involving multi-agent systems

    Specializes in multi-agent interactions, making it suitable for complex AI setups.

Look elsewhere if

  • Developers seeking mature tools

    As an emerging tool, it may not have the stability or features of more established solutions.

  • Teams requiring extensive JavaScript support

    Low npm adoption suggests limited integration with JavaScript ecosystems.

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Low npm adoption

    Zero weekly downloads reported on npm.

  2. 02

    High number of open issues

    354 open issues on GitHub.

  3. 03

    Emerging maturity

    Only two versions released since 2024.

What it does well

  • High GitHub engagement

    Over 30,000 stars and 3,435 forks on GitHub.

  • Open-source flexibility

    Licensed under Apache-2.0, allowing for modification and redistribution.

  • Focus on multi-agent systems

    Supports multi-agent and multi-modal capabilities.

Pricing

Free tier
Yes
Paid from
—
Model
N/A
Enterprise plan
No

Pricing last confirmed Oct 2, 2026.

Performance benchmarks

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Set up AgentScope

Setup steps, common gotchas and what to check after 30 days.

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