agentscope
★ 34.4k
vs
paperclip
★ 108.0k
agentscope vs paperclip
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.; paperclip: Paperclip is a Node.js server and React UI that orchestrates a team of AI agents around business goals, with org charts, task threads, budgets and approval gates. You bring your own agents, such as OpenClaw, Claude Code, Codex, Cursor or Gemini CLI, and track their work and costs from one dashboard.
01
TL;DR
agentscopeMulti-Agent · ★ 34.4k
When to choose:
- 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 skip:
- 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+.
paperclipMulti-Agent · ★ 108.0k
Coordinate many Claude Code or Codex agents toward one goal
02
Side-by-Side Comparison
Field
agentscopepaperclipCategory
Multi-Agent
Multi-Agent
Stars
★ 34.4k
★ 108.0k
License
Apache-2.0
MIT
Install Command
uv pip install agentscope
npx paperclipai@latest onboard --yes
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
Agent Framework, Multi-Agent Systems, Large Language Models
agent-orchestration, org-chart, governance
03
Features
agentscope01Easy-to-use with built-in ReAct agents, tools, and human-in-the-loop steering.
02Extensible with broad ecosystem integrations, MCP, and A2A protocol support.
03Production-ready for local, serverless, or Kubernetes deployments with OTel support.
04Voice-enabled agents capable of speech understanding and response.
05Seamless integration with Reinforcement Learning for agent tuning.
paperclip01Bring any agent that can receive a heartbeat into one org chart
02Goal alignment from company goals down to tasks
03Company, agent and project budgets with alerts and pause at limits
04Review and approval stages, plus pause, reassign or stop
05Skill Studio, scheduled routines and multi-organization deployments
04
Use Cases
agentscope↳Developing multi-agent collaborative applications and strategic games.
↳Building agents with advanced tool-use capabilities and multi-step reasoning.
↳Tuning agent performance using Reinforcement Learning for continuous improvement.
paperclip↳Coordinate many Claude Code or Codex agents toward one goal
↳Enforce budgets on autonomous agents running 24/7
↳Review agent output from task threads on mobile
05
Best For
agentscopeMost PopularEssentialTrending
paperclipMost Popular
FAQ
FAQ
What is the difference between agentscope and paperclip?
Both agentscope and paperclip are in the Multi-Agent category. agentscope has 34.4k stars, while paperclip has 108.0k stars.
Which is better, agentscope or paperclip?
The best choice depends on your use case. Choose agentscope if Developing multi-agent collaborative applications and strategic games., and paperclip if Coordinate many Claude Code or Codex agents toward one goal.
Is agentscope free or open source?
Yes, agentscope is open source on GitHub (Apache-2.0).
Is paperclip free or open source?
Yes, paperclip is open source on GitHub (MIT).
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