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ai-agent-book vs PentestGPT

ai-agent-book and PentestGPT share 7 technologies: OpenAI, Anthropic, Google, Rich, MCP, Pydantic, and loguru. Both are written in Python.

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What they share and what sets them apart

bojieli

ai-agent-book

《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

Python57.2kRead on November 5, 2026, at commit dbc046eWhat is ai-agent-book built with?

Only in ai-agent-book

In common

GreyDGL

PentestGPT

Automated Penetration Testing Agentic Framework Powered by Large Language Models

Python16.3kRead on November 7, 2026, at commit e8b1bb7What is PentestGPT built with?

Only in PentestGPT

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
ai-agent-book422,447 lines written1,067 code files
PentestGPT15,309 lines written40 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
ai-agent-book20.8% of its commits signed by AIWith Claude Code
PentestGPT0.8% of its commits signed by AIWith Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
ai-agent-bookLast push October 8, 20261,610 commits57,240 stars
PentestGPTLast push July 14, 2026244 commits16,308 stars
TestsThe files that test the code, and the share of code files a test imports.
ai-agent-book624 test files34.3% of its code files have a test that imports them
PentestGPT39 test files37.5% of its code files have a test that imports them

Frequently asked questions

Which is bigger, ai-agent-book or PentestGPT?
ai-agent-book, with 422,447 lines written; PentestGPT has 15,309.

The proof: bojieli/ai-agent-book's code at commit dbc046e

Which has more GitHub stars, ai-agent-book or PentestGPT?
ai-agent-book, with 57,240 stars; PentestGPT has 16,308.

The proof: bojieli/ai-agent-book on GitHub

Which has more tests, ai-agent-book or PentestGPT?
ai-agent-book, with 624 test files; PentestGPT has 39.

The proof: bojieli/ai-agent-book's code at commit dbc046e

Which was updated more recently, ai-agent-book or PentestGPT?
ai-agent-book: its last push was on October 8, 2026, and PentestGPT's on July 14, 2026.

The proof: bojieli/ai-agent-book's commits on GitHub

Which has more commits signed by AI, ai-agent-book or PentestGPT?
ai-agent-book: an AI signed 20.8% of its commits, with Claude Code; in PentestGPT, 0.8%.

The proof: the commits each tool signed in bojieli/ai-agent-book

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