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Catalogue

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Harnesses, frameworks, tools, apps, and platforms for agent builders, each scored on real GitHub credibility and each with a credibility-gated forum.

16 tools

#red-team ×
Tool

AI-Infra-Guard

Security

Tencent

AI red-teaming platform for scanning agents, skills, MCP servers, and infrastructure and evaluating LLM jailbreaks

red-teamprompt-injectionjailbreak-testingvulnerability-scanner

A+
Tool

Giskard

QASecurity

Giskard-AI

Python library for testing agentic systems — evals with LLM-as-judge checks, red-teaming scans, and RAG quality evaluation

red-teamevaluationragprompt-injection

A+
Tool

iFixAi

MonitoringSecurity

ifixai-ai

Catch your AI's mistakes and blind spots before your customers or regulators do..

governancered-teamevaluationcli

A+
Tool

Garak

Security

NVIDIA

Command-line vulnerability scanner that probes LLMs for jailbreaks, prompt injection, data leakage, toxicity, and other failures

red-teamprompt-injectionvulnerability-scannercli

A
Tool

Promptfoo

QASecurity

promptfoo

CLI and library for evaluating and red-teaming LLM apps, with side-by-side model comparison and CI/CD checks

eval-harnessred-teamci-cdvulnerability-scanner

A
Tool

Shannon

Security

KeygraphHQ

Shannon is an autonomous, white-box AI pentester for web applications and APIs. It analyzes your source code, identifies attack vectors, and

penetration-testingred-teamvulnerability-scannerbrowser-automation

A
Tool

Strix

Security

usestrix

Autonomous AI penetration-testing agents that find application vulnerabilities and validate them with working proof-of-concept exploits

penetration-testingred-teamvulnerability-scannerctf

A
Tool

Xalgorix

Security

xalgorix

Xalgorix - Autonomous AI Pentesting Agents

penetration-testingvulnerability-scannerred-teamci-integration

A
Tool

CyberStrike

Security

CyberStrikeus

Terminal AI agent for authorized offensive security that drives recon, exploitation, and reporting across 15+ LLM providers

penetration-testingred-teammitre-attackowasp

A
Tool

PENTESTAI

Security

0xSteph

Offensive-security CLI and MCP server that re-runs each exploit against a machine oracle before marking a finding verified

penetration-testingowaspred-teammcp-server

A
Tool

RedAmon

SecurityCoding

samugit83

An AI-powered agentic red team framework that automates offensive security operations, from reconnaissance to exploitation to post-exploitat

penetration-testingred-teamreconnaissancemetasploit

A
Tool

T3MP3ST

CodingSecurity

elder-plinius

autonomous red teaming platform; multi-agent offensive-security meta-harness

red-teampenetration-testingctfmulti-agent

A
Tool

Agentic Security

Security

msoedov

Open-source vulnerability scanner that red-teams LLMs and agent workflows with jailbreak, fuzzing, and multimodal probes

red-teamfuzzingvulnerability-scanner

B
Tool

DeepTeam

Security

confident-ai

DeepTeam is a framework to red team LLMs and AI agents.

red-teamprompt-injectionguardrails

B
Tool

PentestAgent

Security

GH05TCREW

penetration-testingred-teamblack-box-testingknowledge-graph

B
Tool

Cain Agent

Security

cdxiaodong

Real-world AI penetration testing engineer for authorized assessments — built-in cloud module covering AWS/Azure/GCP + Aliyun/Tencent/Huawei

penetration-testingred-teamcloud-securityvulnerability-scanner

C