A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.
LLM | Agentic | Security | Operations in one github repo with good links and pictures.
An Execution Isolation Architecture for LLM-Based Agentic Systems
Curated list of links, references, books videos, tutorials (Free or Paid), Exploit, CTFs, Hacking Practices etc. which are related to GenAI and LLM Security
AI/ML and Generative AI Security Assessment Framework for AWS. Automatically audit Amazon Bedrock , SageMaker ,AgentCore, and Agent Registry workloads for security best practices
An intentionally vulnerable AI chatbot to learn and practice AI Security.
OWASP GenAI Data Security Initiative — taxonomies, crosswalks, datasets, and tooling for securing data in generative AI systems
The GenAI API Pentest Platform is a API security testing tool that leverages multiple Large Language Models (LLMs) to perform intelligent, context-aware API security assessments. Unlike traditional tools that rely on pattern matching, this platform uses AI to understand logic, predict vulnerabilities, and generate sophisticated attack scenario.
The most comprehensive open-source mapping of OWASP GenAI risks to industry frameworks - 70 mapping files, 25 frameworks, 1,016 controls, 125 incidents, ML classifier pipeline. Source lists: LLM Top 10, Agentic Top 10, DSGAI 2026. EU AI Act, NIST, ISO, SOC 2, FedRAMP, DORA, OT/ICS, MITRE ATLAS.
Towards Automating Data Access Permissions in AI Agents
Security scanner for MCP servers. Every finding carries its evidence, including the server's actual response bytes.
Claude code skills, agents, memory, profiles to accomplish cybersecurity tasks, projects, jobs with ease. claude-code, claude-plugin, claude-code-plugin, marketplace, security, genai-security.
Objective-driven adversarial testing framework for GenAI systems aligned with OWASP GenAI Top 10 risks.
Comprehensive, auto-updating literature review of GenAI & LLM security research, standards, tools, and resources. 100+ curated entries with interactive webapp.
Reference implementation of the pentest harness from the CSO Online article on GenAI/LLM/RAG penetration testing: mutate/sandbox/score/evidence loop against a real, deliberately vulnerable local RAG target
Scan LLM outputs and AI-generated content for data exfiltration signals (EchoLeak, CVE-2025-32711) before they reach users or downstream systems
🛡️ OWASP LLM Top 10 security scanner for AI-powered applications
An In-Depth Investigation of Data Collection in LLM App Ecosystems
AWS-native AI Security Posture Management for AI agents (Observe • Govern • Defend). Discovery, OWASP/NIST/MITRE posture rules, runtime detection & Bedrock Guardrails enforcement, and AIDR integrations (Security Hub, GuardDuty) — open source, in-account, extensible.
LLM Sentinel Red Teaming Platform is an enterprise-grade framework for automated security testing of Large Language Models, detecting vulnerabilities such as jailbreaks, prompt injection, and system prompt leakage across multiple providers, with structured attack orchestration, risk scoring, and security reporting to harden models before production
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