AgentScope
AgentScope: A multi-agent framework with leader-worker coordination, model routing, and local run visualization. Ranked #19 of 49 in LLM Application Development Frameworks by our editors (7.5/10); pricing: Free plan; best for multi-agent coordination with local run visualization.
At a glance
- Editor score7.5 / 10
- PricingFree plan
- Best forMulti-agent coordination with local run visualization
- Free planYes
- Paid fromNone
- Facts checked25 Sep 2026
Where it wins
- Coordinates agent teams with leader-worker orchestration and task planning
- Routes model calls with fallback across supported model APIs
- Local Studio visualizes projects, runs, and traces
Where it doesn't
- No visual workflow builder is listed in its category specifications
- Requires developer installation from PyPI or source
- Support channels are community and documentation
Our verdict on AgentScope
AgentScope is an open-source framework and toolset for developers building AI agents and multi-agent applications. It combines agent and tool abstractions with pipelines, model integrations, routing, and an agent service for running applications. Its feature set is aimed at teams that need agents to work sequentially, concurrently, or in coordinated groups rather than a visual workflow authoring environment.
Coordination is a defining strength: leader-worker orchestration and task planning support agent teams, while pipelines cover sequential and fan-out execution. Model routing and fallback help direct model calls across APIs, and a unified tool-calling interface works across model APIs. The published integrations include OpenAI, DashScope, Anthropic, Gemini, Ollama, vLLM, DeepSeek, Alibaba Cloud CloudMonitor, Arize Phoenix, and Langfuse. That mix gives developers several model and observability connections, while the category specifications identify five supported model providers.
For visibility into application behavior, AgentScope uses OpenTelemetry-based tracing and error tracking, and can connect to compatible third-party tracing backends. AgentScope Studio is a locally deployed web application for project management and visualizing running applications and traces; it is not described as a visual workflow builder. The project is presented as open source, with cloud and self-hosted deployment options, and installation from PyPI or source. Community support and documentation are the listed channels. Choose AgentScope if your priority is coordinating multiple agents and inspecting local runs; consider another framework if visual workflow authoring or a different support model is central to your decision.
AgentScope pricing
AgentScope fact sheet
| Free plan | Yes |
|---|---|
| Paid from | None |
| Primary language | Not verified |
| RAG support | Not verified |
| Agent and tool use | Not verified |
| Workflow graphs | Not verified |
| Prompt optimization | Not verified |
| Open-source license | Not verified |
| JavaScript/TypeScript SDK | Not verified |
| Deployment | Cloud, Self-hosted |
| Platforms | Web, Windows, macOS, Linux |
| Support | Community, Docs |
| Built for | Small business, Mid-market, Enterprise (editorial estimate) |
| Integrations | 10 integrations: OpenAI, DashScope, Anthropic, Gemini, Ollama, vLLM … |
| Pricing | Free plan |
| Website | agentscope.io |
| Facts checked | 25 Sep 2026 |
AgentScope integrations
AgentScope lists 10 integrations on its own site.
- OpenAI
- DashScope
- Anthropic
- Gemini
- Ollama
- vLLM
- DeepSeek
- Alibaba Cloud CloudMonitor
- Arize Phoenix
- Langfuse
Alternatives to AgentScope
- LangChainA self-hosted framework for LLM apps, retrieval workflows, and agents.9.4
- LangGraphGraph-based control for developers who need durable, stateful agent workflows.9.2
- Microsoft Agent FrameworkAn open-source framework for multi-agent orchestration, with checkpoints and approval gates.9.1
See all AgentScope alternatives →
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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