AgentScope

Production-ready multi-agent platform by Alibaba

AgentScope is an open-source multi-agent platform with 22K+ GitHub stars developed by Alibaba. Designed for production-ready multi-agent applications with built-in distributed execution, fault tolerance, and agent-to-agent messaging. Features memory management with compression, a drag-and-drop workstation for visual agent building, multi-modal support, and flexible pipelines for sequential, parallel, and conditional agent orchestration. Supports all major LLM providers.

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About AgentScope

AgentScope is a multi-agent platform developed by Alibaba's ModelScope team, designed from the ground up for building reliable, production-grade multi-agent applications. With 22K+ GitHub stars, it emphasizes scalability and fault tolerance over experimentation.

Built-in distributed execution enables running agent swarms across multiple machines with automatic load balancing and fault recovery. The A2A messaging protocol allows agents to communicate efficiently without centralized coordination.

Memory management includes working memory, compression for long conversations, and retrieval-augmented memory. The drag-and-drop AgentScope Workstation provides a visual interface for designing agent workflows without code.

Supports sequential, parallel, and conditional pipeline orchestration patterns. Multi-modal capabilities handle text, images, and other data types. Compatible with all major LLM providers including OpenAI, Anthropic, local models, and Alibaba's own Qwen family.

Pricing & Platform Specs

Pricing Summary

Free and 100% open-source multi-agent development framework under the Apache-2.0 license by Alibaba ModelScope with zero software licensing fees. Users can freely self-host, customize, and deploy multi-agent applications locally or in production, paying only for external LLM API token consumption (e.g., Alibaba DashScope, OpenAI) or $0 when running local models via Ollama or vLLM.

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Supported Platforms

Python, Distributed, Docker

Explore categories, tags & use cases

Use Cases

Agentic Development Code Generation

Alternatives

All AgentScope alternatives →

Browser Use

AI agent framework for web browser automation

Browser Use is an open-source AI agent framework with 99K+ GitHub stars enabling LLMs to control web browsers via natural language. Y Combinator-backed, it lets agents navigate sites, fill forms, extract data, and complete multi-step tasks autonomously. Built on Playwright with vision-based element detection, multi-tab management, cookie persistence, and self-correcting actions. Supports OpenAI, Anthropic, and local models with a simple Python API for building custom browser agents.

freemiumOpen Source

Agno

Lightweight multi-modal agent framework

Fast, lightweight Python framework for building multi-modal AI agents, formerly known as Phidata. Includes built-in memory, knowledge bases, tools, and reasoning capabilities with 40K+ GitHub stars. Designed for developers who want to build production-ready agents quickly with minimal boilerplate, supporting structured outputs and multi-agent coordination out of the box.

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Claude-Flow

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Claude-Flow is an open-source multi-agent orchestration platform that deploys dozens of concurrent Claude Code agents with shared memory and coordinated workflows. It enables parallel task execution, hierarchical agent coordination, and persistent context across sessions. Run via npx with zero setup. Described as the leading agent orchestration platform for Claude by industry analysts, it has 9,100+ GitHub stars and is used for complex codebase-wide refactoring and multi-file development tasks.

Open Source

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Community experience

Sources & verification

AgentScope Official Repository & Documentation

Sources checked: September 5, 2026
Content verified: September 6, 2026

Verification dates are editorial checks. Routine CMS saves and automatic updatedAt timestamps do not advance them.

FAQ

What is AgentScope?

Is AgentScope free?

Yes — AgentScope is open source and free to use. Free and 100% open-source multi-agent development framework under the Apache-2.0 license by Alibaba ModelScope with zero software licensing fees. Users can freely self-host, customize, and deploy multi-agent applications locally or in production, paying only for external LLM API token consumption (e.g., Alibaba DashScope, OpenAI) or $0 when running local models via Ollama or vLLM.

Is AgentScope open source?

Yes — AgentScope is open source.

Is AgentScope still maintained?

Yes — AgentScope is active. Its listing was last verified on September 6, 2026.

What are the best AgentScope alternatives?

The first editor-selected AgentScope alternatives are Browser Use, Agno, Claude-Flow.

AgentScope

About AgentScope

Pricing & Platform Specs

Pricing Summary

Supported Platforms

Categories

Tags

Use Cases

Alternatives

Browser Use

Agno