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agentscope

Build and run agents you can see, understand and trust.

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pythonmcpPythonmulti-modalreact-agentllm-agentagent-applarge-language-modelsllmchatbotmulti-agentagent

AgentScope is a Python toolchain for building and running LLM-based agents, described as agents you can see, understand and trust. Its topics indicate support for multi-agent and multi-modal setups, ReAct-style agents, chatbots, and MCP.

Reach for it when you want a Python framework to build observable, inspectable LLM agents rather than opaque black boxes.

Use it to

  • Build ReAct-style LLM agents in Python
  • Orchestrate multi-agent workflows
  • Create chatbot applications backed by LLMs
  • Integrate agents with MCP
  • Build multi-modal agent applications

For Python developers building LLM agent applications

Role
agent-app
Language
Python
Licence
Apache-2.0
Forks
3,515
Open issues
262
Last push
2026-09-17
Latest release
v0.0.1 · 2024-02-26
topicsllm-agentsmulti-agentpythonmcpchatbotreact-agent