AgentIndex icon
AgentIndex
hive logo
hive
★ 11.1k
vs
agentscope logo
agentscope
★ 33.7k

hive vs agentscope

hive: Hive runs colonies of agents for business work: a long-lived queen agent pilots one unit of a task, saves the method as a skill, then fans the rest out to parallel workers that write results into a shared SQLite tracker. It ships persona queens, measured memory, in-process tools, MCP support and crash-safe state, and works with most LLM providers through LiteLLM.; 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.

01

TL;DR

hive logo
hiveMulti-Agent · ★ 11.1k

Research or data-collection jobs made of many similar units, such as checking dozens of companies

Read hive full review →
agentscope logo
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+.
Read agentscope full review →
02

Side-by-Side Comparison

Field
hive logohive
agentscope logoagentscope
Category
Multi-Agent
Multi-Agent
Stars
★ 11.1k
★ 33.7k
License
Apache-2.0
Apache-2.0
Install Command
git clone https://github.com/aden-hive/hive.git && cd hive && ./quickstart.sh
uv pip install agentscope
Updated
4d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
multi-agent, agent-runtime, python
Agent Framework, Multi-Agent Systems, Large Language Models
03

Features

hive logohive
01Queen and worker model: orchestration is a tool call (run_worker, run_playbook) rather than a predefined graph
02Shared SQLite tracker per colony, so progress can be queried, audited and resumed
03Persistent markdown memory benchmarked on LongMemEval
04Built-in shell, file, search, scraping and chart tools plus any MCP server via hive mcp add
05Cron, interval and webhook triggers, with Sentinel escalation to Telegram or Slack
agentscope logoagentscope
01Easy-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.
04

Use Cases

hive logohive
↳Research or data-collection jobs made of many similar units, such as checking dozens of companies
↳Growth, RevOps, lead generation and content tasks handled by persona agents
↳Long-running batch work that must survive crashes and pick up where it stopped
agentscope logoagentscope
↳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.
05

Best For

hive logohive
Most Popular
agentscope logoagentscope
Most PopularEssentialTrending
FAQ

FAQ

What is the difference between hive and agentscope?
Both hive and agentscope are in the Multi-Agent category. hive has 11.1k stars, while agentscope has 33.7k stars.
Which is better, hive or agentscope?
The best choice depends on your use case. Choose hive if Research or data-collection jobs made of many similar units, such as checking dozens of companies, and agentscope if Developing multi-agent collaborative applications and strategic games..
Is hive free or open source?
Yes, hive is open source on GitHub (Apache-2.0).
Is agentscope free or open source?
Yes, agentscope is open source on GitHub (Apache-2.0).
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