agentscope: Build and run agents you can see, understand and trust

by agentscope-ai · MCP Server · ★ 35.4k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install agentscope

pip install agentscope
uv pip install agentscope

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 70/100

Flagged: environment access. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentchatbotlarge-language-modelsllmllm-agentmcpmulti-agentmulti-modalreact-agentrealtime-agent

Quick Facts

Stars35,375
Forks3,784
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score70/100
Open Issues727
Last Updated2026-11-04
Created2024-01-12
Platformsmcp, python
Est. Tokens~18k

About agentscope

中文主页 FAQ <img src="https://img.shields.io/badge/Docs-English%7C%

Compatible Skills

These tools work well together with agentscope for enhanced workflows:

  • LLM-Agents-Papers — semantic(0.29)+complementary+same_lang+similar_pop+shared_platform (55%)
  • PocketFlow-Tutorial-Codebase-Knowledge — semantic(0.26)+complementary+same_lang+similar_pop+shared_platform (54%)
  • langroid — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (52%)
  • LLMCompiler — semantic(0.19)+complementary+same_lang+similar_pop+shared_platform (52%)
  • gptme — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (51%)

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Looking for a agentscope alternative? If you're comparing agentscope with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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  • MaxKB by 1Panel-dev · ⭐ 23.1k

    🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

  • PocketFlow-Tutorial-Codebase-Knowledge by The-Pocket · ⭐ 12.7k

    Pocket Flow: Codebase to Tutorial

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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