AgentScope

Build LLM-empowered multi-agent applications easily.

GrowingOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Rising

License

Open Source

Data freshness

Verified · Jul 16, 2026

Overview

What is AgentScope?

AgentScope is a framework that simplifies the development of large language model-powered multi-agent systems, enabling developers to focus on application logic rather than infrastructure.

Key differentiator

AgentScope stands out by offering an open-source framework specifically designed for developing large language model-powered multi-agent systems, focusing on simplifying the development process.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Simplified development of multi-agent systems with LLMsmedium

Focus on application logic rather than infrastructure managementmedium

Open-source and Apache-2.0 licensedmedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited language support beyond Pythonhigh

Primary development is in Python, with limited official support for other languages

Small community and slow issue resolutionmedium

GitHub repository shows low activity levels and delayed response to issues

Fit analysis

Who is it for?

✓ Best for

Teams working on research projects that require the integration of multiple AI agents

Developers looking to simplify the development process of complex multi-agent applications

Educators who want to teach about multi-agent systems and LLMs

✕ Not a fit for

Projects requiring real-time interaction between agents due to potential latency issues

Applications that need a fully managed service without self-hosting capabilities

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with AgentScope

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →