MetaGPT
★ 71.0k
vs
hacker-bob
★ 100
MetaGPT vs hacker-bob
MetaGPT: MetaGPT is a multi-agent framework that assigns different roles to LLMs, enabling them to collaborate on complex software development tasks. It takes a one-line requirement and outputs comprehensive project artifacts, mimicking a software company's entire process.; hacker-bob: Hacker Bob is a self-run offensive security tool designed for authorized testing in CI/CD pipelines or against staging environments. It installs a local Multi-Agent Control Plane (MCP) runtime to coordinate various security evaluation stages, including surface mapping, parallel testing, and reporting.
01
TL;DR
MetaGPTMulti-Agent · ★ 71.0k
When to choose:
- You want to experiment with or demonstrate the 'software company SOP' multi-agent pattern (PM, architect, engineer generating specs and code).
- You are looking for the reference implementation of research papers from the team such as AFlow, SPO, and AOT.
When to skip:
- You want an actively updated general-purpose production agent framework; the repository's last push was in January 2026.
- You are on Python 3.12+ or do not want to install Node.js and pnpm alongside Python (README specifies Python 3.9–3.11).
hacker-bobMulti-Agent · ★ 100
Automated offensive security testing within CI/CD pipelines for continuous vulnerability detection.
02
Side-by-Side Comparison
Field
MetaGPThacker-bobCategory
Multi-Agent
Multi-Agent
Stars
★ 71.0k
★ 100
License
MIT
Apache-2.0
Install Command
pip install --upgrade metagpt
npx -y hacker-bob@latest install /path/to/your/project && cd /path/to/your/project
Updated
9mo ago
6d ago
Open Source
Yes
Yes
Tags
Multi-Agent System, Large Language Models, Software Development
Offensive Security, Penetration Testing, AI Agent
03
Features
MetaGPT01Accepts single-line requirements and generates comprehensive software artifacts (e.g., user stories, APIs, documentation).
02Emulates a software company by assigning distinct roles (e.g., PM, Architect, Engineer) to LLM agents.
03Orchestrates collaborative processes using Standard Operating Procedures (SOPs) for complex task completion.
04Supports integration with various Large Language Models and APIs (e.g., OpenAI, Azure, Ollama, Groq).
05Enables advanced capabilities like data interpretation and automated workflow generation.
hacker-bob01Installs a local Multi-Agent Control Plane (MCP) runtime for orchestrating security evaluations.
02Conducts a comprehensive security workflow: surface discovery, authentication, parallel evaluation, verification, grading, and reporting.
03Integrates with CI/CD systems like GitHub Actions for automated security reviews of pull request diffs.
04Compatible with multiple AI agent hosts, including Claude Code, Codex, and Kimi CLI.
05Manages sensitive run data locally and enforces strict authorization for targets and accounts.
04
Use Cases
MetaGPT↳Data Interpreter
↳Debate
↳Researcher
hacker-bob↳Automated offensive security testing within CI/CD pipelines for continuous vulnerability detection.
↳Performing authorized penetration testing against staging and live production environments.
↳Automated security review of pull request diffs to identify vulnerabilities before merging.
↳Conducting local security reviews of open-source project repositories, with optional Docker isolation.
↳Monitoring and managing multiple concurrent security evaluation sessions via a local dashboard.
05
Best For
MetaGPTMost PopularEssential
hacker-bob—
FAQ
FAQ
What is the difference between MetaGPT and hacker-bob?
Both MetaGPT and hacker-bob are in the Multi-Agent category. MetaGPT has 71.0k stars, while hacker-bob has 100 stars.
Which is better, MetaGPT or hacker-bob?
The best choice depends on your use case. Choose MetaGPT if Data Interpreter, and hacker-bob if Automated offensive security testing within CI/CD pipelines for continuous vulnerability detection..
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
Is hacker-bob free or open source?
Yes, hacker-bob is open source on GitHub (Apache-2.0).
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