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MCP servers tagged red-teaming
45 live MCP servers tagged "red-teaming", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with red-teaming.
Cybermes
Zero-Go Model Context Protocol (MCP) Server for Cybermes Autonomous Security & Diagnostic Framework
Agentseal
Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test prompt injection resistance, and audit live MCP serv…
Agentseal
Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test prompt injection resistance, and audit live MCP serv…
Guardana
Open-source AI security verification — model artifacts, live endpoints, MCP servers and recorded agent traces. One rule engine for your laptop, CI and production, mapped to OWASP/…
Awesome Foundry Nextgen
Hands-on labs for Microsoft Foundry - Azure's unified PaaS for enterprise AI. Notebooks + Bicep covering provisioning, agents (incl. hosted Copilot SDK + REST), MCP, Foundry IQ kn…
Proofagent Harness
Open-source test harness for AI agents. Stress-test production agents with adversarial multi-turn scenarios in CI
Awesome AI Red Teaming Jp
AI Red Teaming / AI Safety に関する日本語リソースのキュレーションリスト
Awesome Offensive MCP
A curated list of Offensive Security MCP Servers for Red Teaming & Pentesting.
DeepSentry
🛡️ DeepSentry 是一款 AI 驱动的安全应急与智能运维 Agent，支持本地、SSH、Telnet、FTP、Fleet、WebShell 多目标环境，通过自然语言自动规划巡检、日志分析、CTF/AWD 辅助与安全事件处置，并生成可审计 Markdown 报告。
ShieldMCP
Transparent MCP security proxy: tool metadata integrity, call validation, and response analysis. Apache-2.0.
Safety Training
DPO/SafeDPO/OPAD training + eval for teaching tool-using LLMs to refuse falsely-benign MCP exploits
AgentInjectionBench
A benchmark for evaluating prompt injection attacks in agentic tool-use pipelines
Invaris Agentsec
Adversarial security testing for AI agents — prompt injection, tool misuse, memory poisoning, and MCP scanning, with CI-ready regression testing and reports.
Compdes Workshop
COMPDES 2026 workshop: securing MCP/RAG AI agents for small businesses. Build, break (Garak, PyRIT, Promptfoo), harden. / Taller de seguridad de agentes de IA.
Zothos
🜂 ZOTHOS Linux: The Cybernetic Alchemy, Frontier AI & Autonomous Agent Security Operating System 🜄
AI Security Labs
Hands-on AI security labs. Build, break, understand.
Sentinelmcp
An automated red-teaming and reliability-auditing platform for AI agents - tests for prompt injection, tool hijacking and data exfiltration. Ships as an MCP server.
Checkpoint
The release gate for AI agents — run your real agent N times against stateful twins and ship only when the confidence interval says so.
Mylonite
Open-source AI-layer security testing — probes your AI agent for weaknesses and writes a validated regression test for each one it finds, gating CI.
LLM Security Skills
Agent Skills that turn your AI coding agent into an LLM security reviewer — prompt-injection testing, OWASP LLM Top 10 audits, MCP & RAG review, KVKK/PII checks. English + Turkish.
H1dr4 Attackgraph
Model-agnostic MCP attack brain backed by Sibyl Memory and gated H3RETIK Kali workers
AI Redteam Notes
Pre-registered research on prompt injection through agent tool output, plus a dependency-free substrate auditor whose checks run in CI.
Venom Arsenal
A high-performance Rust MCP Arsenal for autonomous AI agents. Features military-grade payload obfuscation, G0DM0D3 truth-extraction consensus, and Cryptographic Glossopetrae.
CHIMERA
Chained Harm & Injection Measurement for Evaluating Risks in Agents — a red-team research framework that tests hosted models, agentic apps, RAG pipelines, MCP servers, AI coding a…
Grazwall
CI security testing for MCP servers and AI agents
Lokis MCP
Lokis MCP Server will trick your LLM
Bearstrike AI
🐻 BearStrike AI: High-Signal Pentesting Console (MCP-First, Model-Agnostic). Build fast, low-noise security workflows with queue-first execution, skills-aware planning, and 150+ i…
AI Failure Observatory
Behavioral safety, vulnerability probing, and product-risk auditing platform & MCP server for Generative AI & Large Language Models.
Security Hunter MCP
🛡️ Production-grade Model Context Protocol (MCP) Server for Autonomous AI Security Bug Hunting, Persistent Pentest Memory, Dynamic Checklists, Secret Redaction, and Exploit PoC Ge…
Agentbreaker
AI security testing engine for surfacing prompt leaks, bypasses, and unsafe agent behavior.
Mcpnuke
MCP red teaming & security scanner — enumerate, probe, and exploit Model Context Protocol servers
Pyrit MCP Server
Arm any MCP-capable agent to autonomously red-team a target LLM. Microsoft PyRIT exposed as 31 composable MCP tools: attacks, scoring, converters & scenarios
CyberAI
AI-powered pentest platform
Hacking The LLM AI Goat Red Team
Red teaming AI Goat™ to explore OWASP Top 10 for LLM Applications (2025), prompt injection, RAG poisoning, MCP-assisted auditing, and AI security vulnerabilities.
Velvet Rope
Test whether blocking one AI-agent route actually prevents the real-world effect. ShadowPath maps and replays alternate authorization paths.
LLM Security Payloads
A defender's field guide to attacks on LLM apps — prompt injection, jailbreaks, system-prompt extraction, data exfiltration — mapped to OWASP LLM Top 10, each with its defense. EN…
Awesome AI Agent Security
A curated, opinionated list of resources for securing AI agents, LLMs, and the Model Context Protocol (MCP) — attacks, defenses, tools, labs, and research. All links verified.
Awesome Agent Security
A curated list for securing autonomous AI agents — configs, runtime, tools, MCP, and red-teaming
Model Trust Gate
A fail-fast, layered decision gate for deciding whether to trust an AI model for a specific use. A methodology that composes existing standards (NIST, ISO 42001, CSA AICM, OWASP,…
Agentic Redteam Harness
A/B red-team harness for agentic AI: 34 OWASP-LLM / MITRE-ATLAS attacks fired at a multi-agent app with and without a control plane, plus a live malicious-MCP-server demo. Determi…
Agentshield LLM Safety Engine
Local-first LLM safety evaluation engine for red-teaming RAG and agentic assistants with LangGraph, MCP, human review, and regression testing.
IUMBTEMS
IUMBTEMS (I Use My Brain To Express My Self): High-integrity dialectic research agent harness for Claude Code, Pi (pi.dev), and OpenCode V2. Enforces verified empirical citations,…
Awesome Agent Safety
Awesome Agent Safety: curated agent-specific safety - threat models, guardrails, MCP/A2A security, evals, incidents, governance
.github
Org profile and community health files for Responsible AI Labs. RAIL Score: LLM evaluation across 8 dimensions, guardrails, MCP server, red-teaming, and India DPDP / EU AI Act com…
Security Advisories
Upstream security advisories, vulnerability disclosures, and architectural audits for open-source AI infrastructure