AWorld: Search, understand, reproduce, and improve an idea with ease

by inclusionAI · MCP Server · ★ 1.2k

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

How to install AWorld

git clone https://github.com/inclusionAI/AWorld && cd AWorld
pip install -e . && cd aworld-cli && pip install -e .

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

Security audit verdict: SAFE · quality 63/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. 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.

agent-frameworkagent-learningagent-runtimebrowsecompenvironmentgaiamcprl-trainingworld-modelxbench

Quick Facts

Stars1,244
Forks131
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score63/100
Open Issues59
Last Updated2026-11-03
Created2025-03-14
Platformsmcp, python
Est. Tokens~20k

About AWorld

AWorld: The Agent Harness for Your World "The Next Frontier for AI is Your Expertise" [![Twitter Follow][twitter-image]][twitter-url] [![WeChat QR Code][wechat-image]][wechat-url] [![Discord][discord-image]][discord-url] [![License: MIT][license-image]][license-url] [![DeepWiki][deepwiki-image]][deepwiki-url] [![Tutorial][tutorial-image]][tutorial-url] 中文版 | Automation | Evolution | Contributing...

AWorld alternative? Top 6 similar tools

Looking for a AWorld alternative? If you're comparing AWorld 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.

  • miroflow by MiroMindAI · ⭐ 2.7k

    MiroFlow is an agent framework that enables tool-use agent tasks, featuring a reproducible GAIA score of 82.4%

  • swarmclaw by swarmclawai · ⭐ 698

    Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory,

  • DashClaw by ucsandman · ⭐ 314

    Remote approvals, policy checks, and execution evidence for unattended AI agents.

  • ag2 by ag2ai · ⭐ 5.0k

    AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

  • yomo by yomorun · ⭐ 1.9k

    🦖 Serverless AI Agent Framework with Geo-distributed Edge AI Infra.

  • trpc-agent-go by trpc-group · ⭐ 1.9k

    A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, eva

More MCP Server Tools

Explore other popular mcp server tools:

View all MCP Server tools →

Popular Python Agent Tools

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:

View on GitHub → Browse MCP Server tools