pentest-ai logo
pentest-ai
★ 1.8k
vs
GhidraMCP logo
GhidraMCP
★ 11.5k

pentest-ai vs GhidraMCP

pentest-ai: Pentest-ai is an autonomous penetration testing tool that runs reconnaissance, authenticated scanning, vulnerability chaining, PoC validation, detection rule generation, and report generation from a single command. It supports multiple LLM providers including Claude, OpenAI, and Ollama, and can be used locally, in CI/CD pipelines, or as an MCP server.; GhidraMCP: GhidraMCP is a Model Context Protocol (MCP) server that enables Large Language Models (LLMs) to perform autonomous reverse engineering of applications. It exposes Ghidra's core functionalities to various MCP clients, facilitating automated binary analysis and renaming.

01

TL;DR

pentest-ai logo
pentest-aiSecurity & Safety · ★ 1.8k

AppSec teams – automated CI scanning of every PR

GhidraMCP logo
GhidraMCPSecurity & Safety · ★ 11.5k
When to choose:
  • You use the free, open-source NSA Ghidra reverse engineering suite and want to give Claude or Cursor direct access to decompilation, functions, and symbols via MCP.
  • You need an open-source, non-commercial binary analysis pipeline that works out of the box without proprietary licenses.
When to skip:
  • Your workflow standardizes on IDA Pro with Hex-Rays decompilers; ida-pro-mcp is the dedicated bridge for IDA Pro.
  • You do not perform binary reverse engineering or disassembly.
02

Side-by-Side Comparison

Field
pentest-ai logopentest-ai
GhidraMCP logoGhidraMCP
Category
Security & Safety
Security & Safety
Stars
★ 1.8k
★ 11.5k
License
MIT
Apache-2.0
Install Command
pip install ptai
git clone https://github.com/LaurieWired/GhidraMCP.git
Updated
2w ago
1w ago
Open Source
Yes
Yes
Tags
ai-security, bug-bounty, claude
Ghidra, Reverse Engineering, LLM
03

Features

pentest-ai logopentest-ai
01Autonomous multi-agent architecture
02Authenticated scanning with session handling
03Proof-of-concept validation for every finding
04CI-native with SARIF, GitHub Actions, GitLab CI
05Works with multiple LLM providers (Claude, OpenAI, Ollama) or fully local
GhidraMCP logoGhidraMCP
01Operates as an MCP Server and Ghidra Plugin
02Decompile and analyze binaries within Ghidra
03Automatically rename methods and data
04List methods, classes, imports, and exports
05Integrates with diverse MCP clients
04

Use Cases

pentest-ai logopentest-ai
↳AppSec teams – automated CI scanning of every PR
↳Penetration testers / consultants – speed up engagement scope and reporting
↳Bug bounty hunters – automated reconnaissance and validated findings
GhidraMCP logoGhidraMCP
↳Empowering LLMs to autonomously reverse engineer applications.
↳Integrating Ghidra's powerful analysis capabilities with AI agents.
↳Automating binary analysis tasks through MCP client interfaces.
05

Best For

pentest-ai logopentest-ai
—
GhidraMCP logoGhidraMCP
Most PopularEssentialTrending
FAQ

FAQ

What is the difference between pentest-ai and GhidraMCP?
Both pentest-ai and GhidraMCP are in the Security & Safety category. pentest-ai has 1.8k stars, while GhidraMCP has 11.5k stars.
Which is better, pentest-ai or GhidraMCP?
The best choice depends on your use case. Choose pentest-ai if AppSec teams – automated CI scanning of every PR, and GhidraMCP if Empowering LLMs to autonomously reverse engineer applications..
Is pentest-ai free or open source?
Yes, pentest-ai is open source on GitHub (MIT).
Is GhidraMCP free or open source?
Yes, GhidraMCP is open source on GitHub (Apache-2.0).
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