GH · GITHUB// 17d agoOPENSOURCE RELEASE

AgentScope brings production-grade agent orchestration to Python

AgentScope is a Python framework for building agentic apps you can inspect and trust, with built-in ReAct agents, tools, memory, planning, human-in-the-loop control, and voice support. It also leans into production concerns with MCP and A2A integrations, observability, and deployment paths from local machines to cloud and Kubernetes.

// ANALYSIS

This feels like one of the few agent frameworks trying to be the runtime for real products, not just a nicer prompt wrapper.

–It covers the full stack: agent logic, tool use, memory, planning, evaluation, and human steering.
–MCP and A2A support make it easier to fit into emerging agent ecosystems without bespoke glue code.
–Realtime voice and finetuning hooks push it beyond chatbots toward more serious agent applications.
–The active roadmap and large community footprint suggest this is a project with staying power, not a one-off demo.

// TAGS

agentscopeagentllmmcpopen-sourcesdkspeech

DISCOVERED

17d ago

2026-03-26

PUBLISHED

17d ago

2026-03-26

RELEVANCE

9/ 10