#1LLM security, prompt injection, model extraction, adversarial AI, and AI red teaming tools.
Kitploit recommended

Read-only CLI that inventories AI agents, MCP servers, plugins, and extensions on a machine, reporting their capabilities and exposure with…
AI red-team platform. Autonomous LLM agents run a penetration test end to end inside a Kali container and write the report. LangGraph plan/act…

Next-gen logical WAF engine built in SWI-Prolog. Features an inductive learning brain running at 2M+ LIPS with an integrated recursive decoder to…

Read-only scanner for git settings that let a repository run code in coding agents (Claude Code, Codex, Cursor, Copilot). Covers the GitSpawn class…

Offline and security-first tool for syncing and managing agent skills

The system of action for AI-native cybersecurity—where intent becomes governed execution, evidence becomes operational memory, and every operation…

Enterprise AI agent security toolkit providing pre-flight auditing, configuration hardening, runtime threat detection, and active defense against…

LLM-driven generator for Mythic Agents, Payload-Type and C2 Profiles.

Free security-baseline rule for Claude Code, Codex, and Cursor: treats MCP tool descriptions as untrusted input (OWASP MCP Top 10 MCP03,…

Reproduces CVE-2026-44246, a prompt injection vulnerability in nnU-Net's GitHub Actions triage agent, demonstrating how issue content is inlined into…

Enforce least-privilege delegation for AI agents with signed, scoped credentials. Grant sub-agents narrow capabilities and resources, verify actions…

Scans code diffs with context to build an impact graph and uses LLMs to find vulnerabilities, supporting multi-repo scans and CI gating with SARIF…

Autonomous AI Driven OSINT & security-research desktop agent (macOS/Windows) that builds a live knowledge graph. Authorized use only

Capability-based WASM runtime for executing untrusted AI-generated code with enforced CPU, memory, time, I/O, and filesystem limits. Provides…

A deterministic harness and handbook for autonomous offensive LLM agents, enforcing authorization, scope, and evidence gates to ensure reproducible…

A structured knowledge base covering AI security fundamentals, threat modeling, red team offensive techniques, and blue team defenses, including LLM…

Benchmark for evaluating safety risks of computer-using agents, with 104 realistic misuse scenarios across seven malicious categories, supporting…

A contextual security auditing system for research artifacts