AgentScope开源多智能体框架，支持拖拽式 UI、分布式执行、工具调用和容错。

4.7 (6)

审阅者 Daniel Nikulshyn·更新 2026年7月

Open Source Multi-Agent Framework Drag-and-Drop Distributed Developer Tools Workflow Automation

概览

AgentScope 是一个开源的多智能体框架，提供可视化拖拽式界面、分布式执行、工具调用和容错能力。它旨在与日益增长的具备智能的大型语言模型（LLMs）协同工作，充分利用其推理和工具使用能力。 AgentScope 提供了构建智能代理所需的基本抽象，包括事件系统、权限系统、多租户和多会话支持，以及用于在隔离环境中运行工具和代码的工作空间/沙箱环境。AgentScope 还具备可扩展的中间件系统，允许用户自定义和扩展智能代理的推理-行动循环。 AgentScope 2.0 是一个可用于生产的框架版本，它支持统一事件总线、细粒度权限控制，以及跨租户和会话的隔离生产级服务。同时，它还包含一个预建的 Web UI，并支持分布式和多租户功能。该框架适用于与大型语言模型（LLMs）和多智能体系统合作的开发者和研究人员。它为构建和部署基于智能体的应用提供了一个灵活且可定制的平台。 AgentScope 需要 Python 3.11 或更高版本，可以从 PyPI 安装或通过克隆 GitHub 上的源代码安装。该框架包括一系列工具和功能，如 Bash 工具、Grep 工具和 Glob 工具，并支持与包括 DashScopeChatModel 在内的各种模型集成。

主要功能

任务规划
独特的人机协作 AI 助手
开放式模型

价格

模型: Freemium
分类: AI Agent Development Frameworks
评分: 4.7 / 5 (6)

使用场景

可视化构建多智能体工作流

使用拖拽式 UI 设计和原型多智能体系统，无需编写大量样板代码。

部署分布式智能体系统

在分布式环境中运行智能体，内置容错支持可扩展、可靠的生产工作负载。

集成调用工具的智能体

创建调用外部工具和 API 的智能体，以自动化数据检索、处理和执行操作等任务。

研究和实验智能体

利用开源框架原型设计、测试和迭代新型多智能体架构和协调策略。

优点 & 缺点

优点

可扩展和模块化的 AI 智能体系统
Vulcan - 人机协作 AI 助手
可定制模型和工具

缺点

模型和工具使用前需要设置
某些区域的文档可能不足
团队协调可能复杂

评测

4.7

6 个评分的平均值。

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Robert Ainsworth

Apr 15, 2026

Years in this space

I've evaluated a lot of these over the years. What stands out here is the API — handled better than most — and support is responsive. Pricing gets steep at scale is my one real gripe. Worth the time if this is your use case.

Kwame Mensah

Apr 6, 2026

Compared a few options

Evaluated this against two competitors. Where it wins: the onboarding and it is genuinely easy to set up. Where it lags: pricing gets steep at scale. On balance the feature set — especially the automation — justifies the 4 stars for our use case.

Leila Hassan

Mar 20, 2026

Years in this space

I've evaluated a lot of these over the years. What stands out here is the integrations — handled better than most — and it saves real time. The docs could be deeper is my one real gripe. Worth the time if this is your use case.

Aaliyah Johnson

Feb 6, 2026

Use it every day

Honestly didn't expect to like it this much. The onboarding is exactly what I needed, and the value for money is strong. I do wish the mobile experience lags, but I reach for it almost every day now and it just clicks.

Tariq Aziz

Oct 31, 2025

Use it every day

Honestly didn't expect to like it this much. The integrations is exactly what I needed, and it saves real time. but I reach for it almost every day now and it just clicks.

Jamal Carter

Jun 25, 2025

Solid for our team

We rolled this out across the team last quarter and support is responsive. The automation fits neatly into how we already work, and the dashboard removed a step we used to do by hand. Pricing gets steep at scale, which is the main caveat, but it has held up under daily use.

问答

Does AgentScope support distributed execution and fault tolerance for production workloads?

Yes. AgentScope includes built-in distributed execution and fault tolerance, allowing multi-agent workflows to run across nodes and recover from failures, which helps support more reliable, scalable production use cases.

Is AgentScope free to use, and can I self-host it?

Yes. AgentScope is open-source, so you can use and self-host it without licensing fees. As with any self-hosted framework, you'll be responsible for your own infrastructure, deployment, and operational costs.

What is AgentScope and who is it designed for?

AgentScope is an open-source multi-agent framework built for developers and teams creating agent-based applications. It supports drag-and-drop UI design, distributed execution, tool calls, and fault tolerance, making it suitable for both rapid prototyping and production-scale deployments.