pentest-ai logo
pentest-ai
★ 1.8k
vs
red-team-blue-team-agent-fabric logo
red-team-blue-team-agent-fabric
★ 32

pentest-ai vs red-team-blue-team-agent-fabric

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.; red-team-blue-team-agent-fabric: The Agent Security Harness is a security testing framework for AI agents, offering 470 executable tests across 32 modules covering MCP, A2A, L402, x402 wire protocols, and decision-layer attack scenarios. It provides active protocol exploitation testing beyond static analysis, with research backing and a focus on both protocol integrity and governance.

01

TL;DR

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

AppSec teams – automated CI scanning of every PR

red-team-blue-team-agent-fabric logo
red-team-blue-team-agent-fabricSecurity & Safety · ★ 32

Security testing of MCP servers

02

Side-by-Side Comparison

Field
pentest-ai logopentest-ai
red-team-blue-team-agent-fabric logored-team-blue-team-agent-fabric
Category
Security & Safety
Security & Safety
Stars
★ 1.8k
★ 32
License
MIT
Apache-2.0
Install Command
pip install ptai
pip install agent-security-harness
Updated
2w ago
5d ago
Open Source
Yes
Yes
Tags
ai-security, bug-bounty, claude
a2a-protocol, agent-security, ai-agents
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
red-team-blue-team-agent-fabric logored-team-blue-team-agent-fabric
01470 executable security tests across 32 modules
02Coverage of MCP, A2A, L402, x402 wire protocols
03Three-layer security testing: Protocol Integrity, Operational Governance, Decision Governance
04Research-backed methodology with 5 DOIs and 3 NIST submissions
05MCP server mode for invocation from any AI agent
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
red-team-blue-team-agent-fabric logored-team-blue-team-agent-fabric
↳Security testing of MCP servers
↳Compliance auditing for agent systems
↳Active exploitation testing for enterprise AI platforms
FAQ

FAQ

What is the difference between pentest-ai and red-team-blue-team-agent-fabric?
Both pentest-ai and red-team-blue-team-agent-fabric are in the Security & Safety category. pentest-ai has 1.8k stars, while red-team-blue-team-agent-fabric has 32 stars.
Which is better, pentest-ai or red-team-blue-team-agent-fabric?
The best choice depends on your use case. Choose pentest-ai if AppSec teams – automated CI scanning of every PR, and red-team-blue-team-agent-fabric if Security testing of MCP servers.
Is pentest-ai free or open source?
Yes, pentest-ai is open source on GitHub (MIT).
Is red-team-blue-team-agent-fabric free or open source?
Yes, red-team-blue-team-agent-fabric is open source on GitHub (Apache-2.0).
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