Best Alternatives to agentscope
Multi-Agent·★ 34.4k·Apache-2.0
AgentScope: Agent-Oriented Programming for Building LLM Applications
#Agent Framework#Multi-Agent Systems#Large Language Models#Finetuning#Production-ready#Coding
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Best Alternatives to agentscope
ToolDescriptionStarsLicenseUpdated
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Microsoft AutoGen
Microsoft AutoGenA framework that enables the development of LLM applications using multiple agents that can converse with each other to solve tasks.
★ 61.6k
MIT
1w ago
Details →03
CrewAI
CrewAIFramework for orchestrating role-playing, autonomous AI agents. By working together, your Crew can tackle complex tasks.
★ 60.2k
MIT
1d ago
Details →04
ruflo
ruflo🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code / Codex Integration
★ 79.8k
MIT
1d ago
Details →05
MetaGPT
MetaGPT🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
★ 71.0k
MIT
9mo ago
Details →06
nanobot
nanobotUltra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps
★ 49.5k
MIT
1d ago
Details →07
adk-python
adk-pythonAn open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
★ 22.0k
Apache-2.0
1d ago
Details →08
Pydantic AI
Pydantic AIGenAI Agent Framework, the Pydantic way. A Python agent framework designed for production with type safety at its core.
★ 20.9k
MIT
1d ago
Details →02
Side-by-Side Comparison
| Field | agentscope |  paperclip | Microsoft AutoGen | CrewAI |
|---|---|---|---|---|
| Category | Multi-Agent | Multi-Agent | Multi-Agent | Multi-Agent |
| Stars | ★ 34.4k | ★ 108.0k | ★ 61.6k | ★ 60.2k |
| License | Apache-2.0 | MIT | MIT | MIT |
| Updated | 1d ago | 1d ago | 1w ago | 1d ago |
| Open Source | Yes | Yes | Yes | Yes |
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Decision Guide: When to Choose agentscope vs Switch
+ When agentscope is the Best Choice
- You want composable Python 3.11+ building blocks (ReAct loop, toolkit, pipelines, A2A, realtime voice) with bilingual documentation.
- You use Chinese model providers (DashScope, DeepSeek, Volcengine) alongside global APIs under an Apache-2.0 license.
! When to Look for Alternatives
- You rely on v1.x AgentScope code and do not want to migrate to the redesigned v2.0 architecture.
- You need Python 3.10 or .NET support; AgentScope 2.0 requires Python 3.11+.
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Head-to-Head Comparison Notes
★ 60.2k·MIT
AgentScope (Apache-2.0) emphasises transparent ReAct loops, A2A, realtime voice, and first-class support for Chinese and global LLM APIs. CrewAI (MIT) emphasises role-based Crews paired with event-driven Flows.
★ 71.0k·MIT
AgentScope is a general-purpose, actively updated agent toolkit; MetaGPT models a fixed software-company SOP (PM, architect, engineer) and has had slower repository activity since January 2026.
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Compare agentscope With Others
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FAQ
What is agentscope?
AgentScope is a production-ready, easy-to-use agent framework designed for increasingly agentic LLMs. It offers essential abstractions, built-in support for finetuning, and flexible multi-agent orchestration for various deployment environments.
What is the best alternative to agentscope?
paperclip is the top-rated alternative to agentscope in the Multi-Agent category.
Is there a free alternative to agentscope?
paperclip is a free, open-source alternative.
Is agentscope open source?
Yes, agentscope is open source on GitHub, licensed under Apache-2.0.
Why do users look for alternatives to agentscope?
You rely on v1.x AgentScope code and do not want to migrate to the redesigned v2.0 architecture.. You need Python 3.10 or .NET support; AgentScope 2.0 requires Python 3.11+..