agentscope
★ 33.7k
vs
agents
★ 1.5k
agentscope vs agents
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.; agents: Inkeep Agents is a platform for building AI agents, offering both a no-code visual builder and a TypeScript SDK with full 2-way synchronization. It enables technical and non-technical teams to collaborate on creating and managing intelligent assistants and automating workflows.
01
TL;DR
agentscopeMulti-Agent · ★ 33.7k
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+.
agentsMulti-Agent · ★ 1.5k
Real-time AI Chat Assistants for customer experience or internal copilot functions
02
Side-by-Side Comparison
Field
agentscopeagentsCategory
Multi-Agent
Multi-Agent
Stars
★ 33.7k
★ 1.5k
License
Apache-2.0
Elastic License 2.0 (with supplemental terms)
Install Command
uv pip install agentscope
npm install @inkeep/agents-sdk
Updated
1d ago
2d ago
Open Source
Yes
Yes
Tags
Agent Framework, Multi-Agent Systems, Large Language Models
AI Agents, No-Code, TypeScript
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.
agents01Visual Builder & TypeScript SDK with 2-way sync
02Multi-agent architecture
03MCP Tools with credential management
04UI component library for dynamic chat experiences
05Observability via Traces UI & OpenTelemetry
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.
agents↳Real-time AI Chat Assistants for customer experience or internal copilot functions
↳Automating workflows like creating/updating knowledge bases and documentation
↳Managing CRMs, triaging helpdesk tickets, and repetitive task automation
05
Best For
agentscopeMost PopularEssentialTrending
agentsTrending
FAQ
FAQ
What is the difference between agentscope and agents?
Both agentscope and agents are in the Multi-Agent category. agentscope has 33.7k stars, while agents has 1.5k stars.
Which is better, agentscope or agents?
The best choice depends on your use case. Choose agentscope if Developing multi-agent collaborative applications and strategic games., and agents if Real-time AI Chat Assistants for customer experience or internal copilot functions.
Is agentscope free or open source?
Yes, agentscope is open source on GitHub (Apache-2.0).
Is agents free or open source?
Yes, agents is open source on GitHub (Elastic License 2.0 (with supplemental terms)).
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