agentscope-studio is a free, open source monitoring & observability project written in TypeScript and released under Apache-2.0. It has 651 GitHub stars, 141 forks and 11 open issues, and was last pushed 16 days ago. On this registry it ranks #178 of 191 tracked projects in Monitoring & Observability, with 5 head-to-head comparisons available.

[!IMPORTANT]

Archive Notice

AgentScope 2.0 now ships a built-in Web UI as part of its batteries-included Agent Service — a FastAPI backend paired with a pre-built frontend (examples/web_ui) for building, running and observing agents out of the box. Powered by a unified event stream, it visualizes agent reasoning, tool calls and multimodal content in real time, and offers multi-session isolation, Agent Team (leader–worker) orchestration with task planning, permission & human-in-the-loop control, IM channels (Feishu / Discord), MCP & Skill Hub management, session persistence and task scheduling.

With these capabilities built natively into AgentScope 2.0, AgentScope Studio is no longer maintained as a standalone tool. We recommend all users migrate to AgentScope 2.0 (https://github.com/agentscope-ai/agentscope) for continued updates, new features and community support. This repository will remain available in read-only mode for reference and will be archived soon.

Thank you to everyone who contributed to and used AgentScope Studio!

AgentScope Logo

AgentScope Studio: Development-Oriented Visualization Toolkit

arxiv npm license tracing evaluation friday

AgentScope Studio is a powerful local visualization toolkit designed for developers working with AgentScope. It provides a transparent, simple, and fun way to develop, debug, and evaluate agent-based applications.

Key Features

  • Project Management: Organize and manage your AgentScope projects with Projects and Runs
  • Runtime Visualization: Chatbot-style interface for real-time agent interaction
  • Tracing: OpenTelemetry-based trace visualization for LLM calls, token usage, and agent invocations
  • Agent Evaluation: Evaluation-oriented analysis from a statistical perspective
  • Built-in Copilot (Friday): A development assistant, playground for rapid secondary development, and integration hub for advanced features

alt="home" />

<img src="https://img.alicdn.com/imgextra/i2/O1CN01pGHedL1L4ibmyPeiq_!!6000000001246-1-tps-1971-1080.gif"

    alt="runtime"
/>

<img src="https://img.alicdn.com/imgextra/i1/O1CN01HfFhy928SSJAcWQ8c_!!6000000007931-1-tps-1971-1080.gif"

    alt="traces"
/>

<img src="https://img.alicdn.com/imgextra/i1/O1CN01vovov821Arms9tEJ1_!!6000000006945-1-tps-1971-1080.gif"

    alt="friday"
/>

📢 News

  • [2025-08] AgentScope Studio is now open-sourced! We will continue to improve it and welcome contributions from the community.

💻 Installation

Prerequisites

  • Node.js >= 20.0.0
  • npm >= 10.0.0
  • Docker (optional, for Docker deployment)

💡 Tip: If you're using nvm, you can run nvm use to automatically switch to the required Node.js version.

# How to check your version
node --version  # Should show v20.x.x or higher
npm --version   # Should show 10.x.x or higher

From NPM (Recommended)

npm install -g @agentscope/studio

# Start AgentScope Studio
as_studio

From Source

git clone https://github.com/agentscope-ai/agentscope-studio
cd agentscope-studio
npm install

# Start in development mode
npm run dev
  • From npm
npm install -g @agentscope/studio  # or npm install @agentscope/studio

as_studio

Docker Deployment

Please refer to docker/README.md.

🚀 QuickStart

To connect AgentScope applications, you need to set the studio_url field in the AgentScope initializer as follows:

import agentscope

agentscope.init(
    # ...
    studio_url="http://localhost:3000"
)

# ...

📚 Documentation

For more details, please refer to our documentation:

⚖️ License

AgentScope Studio is released under Apache License 2.0.

✨ Contributors

All thanks to our contributors:

Frequently asked questions

Is agentscope-studio free to use?

agentscope-studio is open source under the Apache-2.0 licence. There is no licence fee and no seat count — you can self-host it or, where the project offers one, pay a vendor for a managed version instead.

What does agentscope-studio do?

A development-oriented visualization toolkit

What is agentscope-studio written in?

agentscope-studio is primarily written in TypeScript. Its source is publicly available at https://github.com/agentscope-ai/agentscope-studio, and it has 651 GitHub stars.