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46 results for β€œSQLi”

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github.comrepoπŸ›‘οΈ Security

SnailSploit/Claude-Red

claude-red is a library of offensive security skills for the Claude Skills system, each a SKILL.md file that loads on conversational triggers (for example, mentioning SQL injection loads offensive-sqli). Categories include web, Active Directory, cloud, mobile, exploit development, fuzzing, privilege escalation, post-exploitation and AI. It targets about 130 skills across 23+ categories, with an install script and sparse-checkout install per category. Built on Sahar Shlichov's offensive checklists, MIT licensed.

ClaudeClaude CodeActive Directory
Kai AizenSahar ShlichovSnailSploit

Offensive Security, AI SecurityΒ· Added 22 Oct 2026

github.comrepoπŸ›‘οΈ Security

Show HN: VoidAccess – open-source dark web OSINT, from query to a graph

VoidAccess is a self-hosted, MIT-licensed dark web OSINT platform that runs a 13-step pipeline from a research query to a relationship graph. It collects from Tor indexes, paste sites, code forges, security feeds and .onion seeds, applies content-safety filters, and exports STIX 2.1, MISP, Sigma, YARA, Snort, Suricata, CSV and JSON. It runs as a CLI with SQLite or as a Docker Compose stack with PostgreSQL, FastAPI and Next.js.

TorPythonDocker+3
LockBitSTIX 2.1MISP+6

OSINT, Threat IntelΒ· Added 21 Oct 2026, published 20 Oct 2026

x.comrepo🧠 AI

Saylor (@Kev96790724) on X

G-Krusch is an MIT-licensed, local-first Google Workspace hub built on Node.js 22 and SQLite WAL. It runs a 12-tool MCP server (SSE and Stdio) plus a REST bridge on port 5446 for Drive, Calendar and Gmail. It includes a 1,024-dimension hybrid Drive RAG with an embedding cascade (Ollama bge-large, then Gemini, then offline fallback) and FTS5 BM25. PDF extraction returns page citations. Tokens are kept in an AES-256-GCM vault; 30 of 30 tests pass.

Model Context ProtocolNode.jsSQLite+5
G-KruschKrusch CompanionKruschNexus+1

mcp, llm-apps, coding-agentsΒ· Added 21 Oct 2026, published 19 Oct 2026

github.comrepo🧠 AI

Show HN: WhatsApp MCP running free on Cloudflare

whatsapp-mcp is an MCP server that runs in the user's own Cloudflare account and lets MCP clients such as Claude Code and Claude Desktop search and read WhatsApp chats. It links as a WhatsApp Web-style device through Baileys, stores messages in SQLite with FTS5 inside a Durable Object, and is read-only. The README documents deployment, OAuth sign-in, contact naming through agents, and workerd shims for Baileys.

Model Context ProtocolCloudflareCloudflare Workers+11
WhatsApp

mcpΒ· Added 20 Oct 2026, published 18 Oct 2026

github.comrepoπŸ›‘οΈ Security

gichirimaku/wp2shell-PoC

wp2shell-PoC is a Python proof-of-concept exploiting a pre-authentication RCE chain in WordPress core, combining CVE-2026-63030 (REST API batch route confusion) and CVE-2026-60137 (SQL injection in WP_Query). It demonstrates escalation from the route-desync bug through blind SQLi, customize_changeset forgery, and hook re-entry to administrator account creation and arbitrary command execution via a malicious plugin upload. The tool supports vulnerability checking, data extraction (union, error-based, blind techniques), and full shell access with or without existing admin credentials.

WordPressPython
CVE-2026-63030CVE-2026-60137SQL injection+1

AppSec, Offensive SecurityΒ· Added 23 Oct 2026, published 15 Oct 2026

github.comrepo🧠 AI

Show HN: Graphicle, a Rust port of Graphify with memory for coding agents

Graphicle is a local-first Rust program that parses a repository into a tree-sitter code graph (a port of Graphify) and adds project memory: docs, reviewed decisions and captured Claude Code/Codex sessions. It serves cited file-and-line excerpts within a token budget via one MCP server, CLI and browser app, backed by a single SQLite file, with no API key or telemetry. The README reports a code-only extract on Kubernetes (31k files) in 3m18s versus 26m38s for Graphify 0.9.88, and a memory comparison against seven systems. Agent-proposed memories need user approval and go stale when the code they reference changes.

RustModel Context ProtocolSQLite+12
GraphicleGraphifyKarLex AI+2

coding-agents, mcp, llm-appsΒ· Published and added 14 Oct 2026

github.comrepo🧠 AI

Talorys – A self-hosted personal AI agent on Cloudflare's free tier

Talorys is an open-source, single-user personal AI assistant deployed with one command (npx create-talorys) into the user's own Cloudflare account. It uses a Cloudflare Agents SDK Durable Object with SQLite for conversations, memories, tasks, notes and automations, Workers AI (@cf/zai-org/glm-4.7-flash) for streaming chat with tool calling, and Durable Object alarms for reminders and scheduled AI routines. It stays within the Workers Free plan, with a private Worker behind a Pages Function service binding, owner-password auth, per-day AI usage guardrails, and fallback to non-AI features when quota runs out.

CloudflareCloudflare WorkersCloudflare Agents SDK+12
TalorysGLM

agents, llm-appsΒ· Published and added 10 Oct 2026

github.comrepo🧠 AI

claude-mem β€” persistent memory system for Claude Code and other coding agents

Claude-Mem is an open-source persistent memory plugin for Claude Code and other coding agents (Codex, OpenCode, Grok Bot, T3 Code, OpenClaw) that captures tool-usage observations during sessions, compresses them into semantic summaries, and reinjects relevant context into future sessions. It uses five lifecycle hooks (SessionStart, UserPromptSubmit, PostToolUse, Stop, SessionEnd), a local SQLite database, a Chroma vector store for hybrid semantic+keyword search, and exposes three MCP tools (search, timeline, get_observations) that follow a token-efficient layered retrieval pattern to cut context costs roughly 10x. It is Apache-2.0 licensed, built with the Claude Agent SDK and TypeScript, and ships an optional hosted "observer" memory service alongside self-hosted options via OpenRouter/Gemini keys or an Anthropic plan.

Claude CodeCodexOpenCode+7
Grok BotT3 CodeAntigravity CLI+3

coding-agents, mcpΒ· Added 5 Oct 2026

github.comrepoπŸ›‘οΈ Security

https://github.com/dmdhrumilmistry/security-harness

security-harness is an open-source Claude Code plugin (also packaged for Gemini CLI, Codex and opencode) that orchestrates subagents β€” sh-recon, sh-hunter, sh-chainer, sh-verifier, sh-reporter β€” through a static-analysis pipeline covering 15 vulnerability classes (IDOR/BOLA, SQLi, XSS, SSRF, injection, auth, deserialization, path traversal, secrets, CSRF, XXE, open redirect, crypto, race conditions, file upload), producing README/JSON/SARIF/HTML/PDF reports with PoCs, CVSS and CWE/OWASP mappings. It also ships sh-pr-review, a per-PR merge-gate skill that posts inline findings and a commit status scoped only to code the PR itself introduced or aggravated, with caching, dedup via fingerprints, and a scheduled GitHub Action that keeps its per-class knowledge bases fresh by having one AI agent draft updates from allowlisted sources (OWASP, PortSwigger Research, CWE/CAPEC, HackerOne) while a separate adversarial reviewer agent fails-closed against prompt injection before auto-merge.

Claude CodeGemini CLISARIF+3
IDORBOLASSRF+1

AppSec, AI Security, DevSecOpsΒ· Added 2 Oct 2026, published 29 Sep 2026

github.comrepo🧠 AI

openrig β€” multi-agent Claude Code/Codex orchestration

OpenRig is an open-source local daemon, CLI, TUI and MCP server (built on tmux + SQLite) that manages teams of Claude Code and Codex agent sessions as a single persistent system rather than a pile of terminal windows. Topologies (pods, seats, edges) are defined declaratively in YAML (RigSpec/AgentSpec), booted with `rig up`, inspected via a topology TUI, and can be snapshotted/restored, discovered from existing tmux sessions, and messaged across agents (`rig send`, `rig broadcast`, `rig chatroom`). It ships starter topologies (first-project, conveyor, product-team, secrets-manager using HashiCorp Vault) and documents in detail what it writes to Claude/Codex config, trust and telemetry state on the host machine.

Claude CodeCodexNode.js+4
OpenRigHashiCorp VaultPi

coding-agents, agents, mcpΒ· Added 28 Sep 2026

github.comrepoπŸ›‘οΈ Security

SpecterOps/Blacklight β€” local AI agent attack surface mapping toolkit

Blacklight is a SpecterOps toolkit for endpoint forensics on AI coding agents, split into Scout (bounded metadata/filesystem triage across Codex, Claude Code, Cursor, Antigravity CLI, and Grok that finds candidate session artifacts without reading their contents) and Session Analysis (a Python CLI that parses selected JSONL/SQLite session downloads from Codex, Claude Code, Cursor, and Antigravity CLI into ranked, redacted local reports). It's built for investigators who need to identify and review AI agent session history on a host β€” surfacing config, auth metadata, and high-value indicators β€” while explicitly leaving secret scanning to external tooling; paths are informed by SpecterOps' Endpoint AI Agent Abuse (EAA) technique catalog.

Claude CodeCodexCursor+3
Endpoint AI Agent Abuse (EAA) technique catalog

Blue Team & Detection, AI SecurityΒ· Added 27 Sep 2026

github.comrepoπŸ›‘οΈ Security

Chocapikk/CVE-2026-21858

A GitHub PoC chaining two n8n CVEs into unauthenticated RCE: CVE-2026-21858 abuses a Content-Type confusion in the Form Trigger/Respond-to-Webhook nodes to read arbitrary files (e.g. /proc/self/environ, the SQLite database, and the config file), from which the attacker derives the JWT secret from n8n's encryptionKey and forges an admin session cookie. That admin access is then used to create a workflow exploiting CVE-2025-68613, an expression-injection sandbox bypass (`this.process.mainModule.require`) that yields command execution, all demonstrated with a working Python exploit script and Docker lab against n8n 1.65.0. It notes the exploit was developed independently of a prior Cyera/Dor Attias write-up on a related n8n chain and details the specific vulnerable workflow pattern (file-upload form + binary Respond node) required for exploitation.

n8nDockerSQLite+1
CVE-2026-21858CVE-2025-68613CVE-2025-68668+2

Offensive Security, AppSecΒ· Added 26 Sep 2026

github.comrepoπŸ›‘οΈ Security

git-pkgs β€” dependency history & supply-chain analysis for git repos

git-pkgs is a Go rewrite of a Ruby tool that adds a git subcommand for tracking dependency changes across a repository's history, indexing manifests/lockfiles from 36+ package managers (npm, RubyGems, Cargo, PyPI, Maven, Composer, Go modules, etc.) into a local SQLite database. Beyond history/blame/diff, it offers supply-chain security commands: `vulns` (OSV-based CVE scanning with SARIF output for GitHub code scanning, plus blame/praise/exposure for remediation metrics), `licenses` (with drift detection and CI-friendly exit codes), `deprecated`, `provenance` (trusted-publishing/attestation checks), `integrity` (lockfile hash drift detection), `maintainers`/`health` (via ecosyste.ms metadata), and `sbom` export in CycloneDX/SPDX. It also supports a dependency-aware `bisect` to find when a vulnerability, license change, or capability (e.g. network access) was introduced, and ships GitHub Actions for CI integration.

npmSBOMOSV+3
CVE-2024-1234PURL

Supply Chain, DevSecOpsΒ· Added 25 Sep 2026

github.comrepo🧠 AI

Show HN: Foremerge – Catch intent conflicts between parallel coding agents

Foremerge is an open-source coordination protocol layered above Git for parallel coding agents (Claude Code, Codex, Cursor). Agents publish semantic intent (scopes like symbol/api/schema) before editing into a shared SQLite store under .git, so Foremerge can detect intent conflictsβ€”like one agent replacing a class another is extendingβ€”that Git's text-diff merging would silently miss. It's advisory-only (no file locking), deterministic (no LLM judgment calls), and gates ChangeSet acceptance on Foremerge-run validation rather than agent self-reports.

GitSQLiteModel Context Protocol+4

coding-agents, agents, mcpΒ· Added 26 Sep 2026, published 21 Sep 2026

github.comrepoπŸ›‘οΈ Security

Lonkero β€” Rust web vulnerability scanner (v3.7, AI agent mode)

Lonkero is an open-source Rust web vulnerability scanner (v3.7) combining 125+ context-aware scanners with an AI agent mode that drives targeted scans via natural-language conversation (using Claude, GPT, or local Ollama models). Notable techniques include a browser-free "proof-based" XSS engine that mathematically proves exploitability from reflection context + escape behavior, an "OOBZero" engine for detecting blind SQLi/SSRF/XXE via Bayesian multi-channel statistical inference and Pearson-correlated timing attacks without external callback infrastructure, Next.js middleware-bypass detection (CVE-2025-29927, CVE-2024-34351), AWS Cognito user-enumeration checks, and a scanner module that detects invisible prompt-injection payloads hidden in README.md files targeting AI coding assistants.

RustClaudeOllama+3
CVE-2025-29927CVE-2024-34351CVE-2023-23752+6

AppSec, AI Security, Offensive SecurityΒ· Added 21 Sep 2026

github.comrepoπŸ›‘οΈ Security

CVE-2026-26980 β€” Ghost CMS Content API unauthenticated blind SQLi lab

A Docker-based exploitation lab for CVE-2026-26980, an unauthenticated blind SQL injection in Ghost CMS's Content API (versions before 6.19.1). The bug lives in slug-filter-order.js, where slug values from the array-notation filter syntax (filter=slug:['value']) are interpolated unsanitized into an ORDER BY CASE statement, letting NQL's single-quote-wrapped literals smuggle raw SQL past input validation; since MySQL treats || as OR and empty strings as falsy, attackers get a clean boolean oracle to extract data (e.g. admin email/password hash) from any Ghost site using only the publicly embedded Content API key. The repo includes exploit.py for full setup/verify/extract, a docker-compose lab spinning up both vulnerable (6.18.0) and patched (6.19.1) Ghost instances, and also mentions a second patched bug (jsonpath/static-eval prototype pollution in the {{#get}} Handlebars helper leading to RCE via themes).

Ghost CMSMySQLPython+1
CVE-2026-26980CWE-89

AppSec, Offensive SecurityΒ· Added 21 Sep 2026

github.comrepoπŸ›‘οΈ Security

kaandemir993/DarkTortilla-RAT-Telegram-Exfiltration-Payload-Extraction-Analysis

A hands-on reverse-engineering writeup dissecting a DarkTortilla RAT sample (pulled from MalwareBazaar) using Process Hacker, Binary Ninja and x64dbg. It documents the malware's credit-card theft (card_number_encrypted strings for Visa, Mastercard, Amex, Diners Club, etc.), browser credential theft via SQLite queries against Login Data files and app_bound_encrypted_key/os_crypt decryption, and three parallel exfiltration channels β€” a Telegram bot, SMTP mail, and FTP upload β€” with the C2 domain showip.net used for IP detection.

SQLiteTelegramWindows+3
DarkTortilla RATMalwareBazaar

Malware & RE, Threat IntelΒ· Added 30 Sep 2026, published 5 Sep 2026

github.comrepoπŸ›‘οΈ Security

eldarshiraliyev/BugScanner

BugScanner is an asyncio/httpx Python framework for recon and automated web vulnerability scanning, with a React and FastAPI dashboard. It covers subdomain enumeration (crt.sh, DNS brute force), TCP port scanning, fingerprinting, and modules for XSS, SQLi, CORS, SSRF, open redirect, JWT, IDOR and business logic, plus a Nuclei wrapper. A 5-rule false-positive filter with SPA detection, adaptive rate limiting, WAF detection and SARIF export are included.

PythonNucleiFastAPI+3
IDORSSRFCWE-89

AppSec, Offensive Security, OSINTΒ· Added 20 Oct 2026, published 5 Sep 2026

github.comrepoπŸ›‘οΈ Security

S1N6H/pentest-harness

pentest-harness is an open-source, plugin-based AI agent framework aimed at authorized penetration tests, bug bounty research, security labs, and CTFs. It provides a "Pentest Mode" offensive-security operating standard, a full agent toolset (shell, filesystem, web research, subagents, background jobs), and a bring-your-own-key multi-provider LLM engine (OpenAI, Anthropic, DeepSeek, Google, Mistral, Groq, OpenRouter, Azure OpenAI) with durable JSONL/SQLite session persistence and an owner-only credential store for API keys.

OpenAIAnthropicDeepSeek+4

Offensive Security, AI SecurityΒ· Published and added 27 Aug 2026

github.comrepoπŸ›‘οΈ Security

Cloudflare Computer

Cloudflare Computer is a preview virtual filesystem living inside a Durable Object, with authoritative state in SQLite exposed through three pluggable execution backends: a full Linux container mounted via FUSE and capnweb RPC, an isolated shell (just-bash) running in a Dynamic Worker, and isolated JavaScript modules in a fresh Dynamic Worker with scoped fs/git/artifacts access. It's designed as sandboxing infrastructure for AI agents, with examples demonstrating per-backend egress policy controls (none/all/custom) and MCP-based code execution tools, making it relevant to securely isolating and constraining agent/LLM code execution.

CloudflareCloudflare WorkersSQLite+2

AI Security, Cloud & InfraΒ· Added 3 Sep 2026, published 25 Aug 2026

github.comrepoπŸ›‘οΈ Security

Cybermes

Cybermes is an open-source bug bounty and pentest automation framework that pairs a native Go MCP server (cybermes-mcp) with an autonomous Hermes CLI agent, orchestrating recon tools (subfinder, httpx, katana, ffuf, Nuclei, sqlmap), 200+ offensive playbooks covering IDOR/BOLA, JWT, SSRF, XSS, SQLi and cloud misconfig, and a validation-gate workflow that writes non-destructive PoC scripts before compiling findings into Markdown/HTML/PDF reports. It exposes its tools over JSON-RPC 2.0 to AI coding assistants (Claude Desktop, Cursor, Windsurf, Cline, Gemini/Antigravity) so an external LLM can drive scoped, evidence-backed security assessments.

Model Context ProtocolGoNuclei+3

Offensive Security, AI SecurityΒ· Published and added 23 Aug 2026

github.comrepoπŸ›‘οΈ Security

Deep Eye

Deep Eye is an open-source Python pentesting framework that orchestrates 11 AI providers (OpenAI, Claude, Grok, Gemini, Ollama, Groq, Mistral, OpenRouter, LiteLLM, LM Studio, and more) with automatic failover to generate context-aware attack payloads for 50+ vulnerability classes including SQLi, XSS, SSRF, IDOR, JWT and GraphQL flaws. It adds an RAG-indexed CVE intelligence DB built from NVD/MITRE/Exploit-DB, AI-based finding triage and false-positive filtering, Nuclei-style YAML templates, Playwright browser automation, CAPTCHA-solving (reCAPTCHA/hCaptcha/Turnstile/Arkose), mitmproxy interception, and auto-generated HackerOne-style bug bounty reports with PCI-DSS/SOC2/ISO 27001 compliance mapping, SARIF/JUnit export, scan diffing, and retest workflows.

OpenAIClaudeGemini+3
PCI DSSSOC 2ISO 27001:2022+3

Offensive Security, AI SecurityΒ· Added 3 Sep 2026, published 22 Aug 2026

github.comrepoπŸ›‘οΈ Security

xiaoyeuzixi/revlab

REVLab is a local Windows binary analysis workbench covering generic PE files, Unreal Engine dumps and Unity game directories. It splits work into stages (identify, unpack, disassemble with Capstone, decompile with Ghidra Headless, gated local dynamic run) stored per sample in SQLite. A Vue Flow workflow editor, AI tool-loop nodes and an MCP server let external agents drive analysis, with evidence labelled static, runtime, inferred or blocked.

GhidraModel Context ProtocolPython+2
PE-sieveUPXUnreal Engine+7

Malware & RE, AI SecurityΒ· Added 23 Oct 2026, published 11 Aug 2026

github.comrepoπŸ›‘οΈ Security

Frieren DAST-AI

Frieren DAST-AI is an open-source dynamic application security testing tool combining an HTTPS MITM proxy with a real-time dashboard and LLM-driven multi-agent active scanner. A YAML-based passive rule engine (62 rules covering headers, cookies, CORS, secrets, error pages, LLM endpoint detection, and Blazor-specific checks) flags issues on every intercepted response, while an LLM planner dispatches parallel VulnAgents (xss, sqli, ssrf, file_read, auth_bypass, secrets, discovery, llm_injection, business_logic, blazor) per endpoint, with an LLM validator confirming findings and adaptive WAF-bypass payload mutation.

ElectronPlaywrightAWS SSO

AppSec, Offensive Security, AI SecurityΒ· Published and added 5 Aug 2026

github.comrepoπŸ›‘οΈ Security

openhackai/OpenHack

OpenHack is an open-source, agentic vulnerability scanner CLI that runs a recon -> hunter -> validation -> verification pipeline over a codebase using open-source LLMs. It uses category- and feature-based hunter agents to find candidate vulnerabilities, validator agents to confirm them, and optional Docker-based sandbox plus headless-browser verification to actually exploit findings (e.g. XSS, SQLi, command exec) and confirm them with real HTTP/DOM execution, reporting CVSS-scored findings with fixes.

DockerLLMDeepSeek+2

AppSec, AI SecurityΒ· Published and added 2 Aug 2026

github.comrepoπŸ›‘οΈ Security

Codex Security CLI

@openai/codex-security is a CLI and TypeScript SDK that uses Codex/LLM agents to scan codebases for vulnerabilities, draft repository-specific SECURITY.md policies, deduplicate findings via embedding similarity, and classify severity against a custom rubric. It supports self-hosted deployment via Docker Compose with a findings service (SQLite-backed dashboard) and can run against multiple inference providers including Amazon Bedrock, OpenRouter, and Fireworks in addition to OpenAI.

OpenAI CodexNode.jsPython+3

AI Security, AppSecΒ· Published and added 1 Aug 2026

github.comrepo🧠 AI

xiazhi88/Desic-Terminal

Desic Terminal is an open-source (MIT) Windows/macOS desktop app for OKX USDT perpetuals trading that bundles an AI trading assistant, AI-gated automated trading, and Python strategy backtesting on a shared real-time state and audit trail. Its notable AI-architecture contribution is a layered permission model where code, not prompts, decides what the agent can do: an AI Sidecar exposes only a scoped, often read-only tool set (e.g. radar.* tools reading a local SQLite market snapshot), delegated sub-agents are always read-only, risk-increasing actions fail closed on uncertain results, and executions use idempotent keys reconciled against exchange state before any retry. It also supports delegating requests to local Codex CLI or Claude Code instead of a hosted model API key, and ships a separate companion MCP server ("Desic OKX Agent") for giving coding agents direct OKX market/account/trading tool access.

RustTypeScriptReact+4
OKXCodexClaude Code+1

agents, mcpΒ· Added 8 Oct 2026, published 31 Jul 2026

github.comrepo🧠 AI

genspark-ai/genoffice

GenOffice is an open-source (Apache-2.0) desktop office suite for macOS/Windows/Linux that opens native .docx/.xlsx/.pptx/PDF/Markdown/HTML files and puts an AI agent inside the editor, applying edits as byte-preserving diffs, tracked changes and live spreadsheet formulas rather than pasted text. It exposes the same engines to coding agents via a `genoffice` CLI, a bundled skill for Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf, and an MCP server with 29 tools (plus an HTTP variant for headless/remote use), and includes a local SQLite full-text file search optionally reranked by TypeSafe's Jev judgment model. Users can bring their own key (Claude, OpenAI, Gemini, DeepSeek, and others) or sign in with Genspark to route model calls through a proxy.

Model Context ProtocolClaude CodeCodex+11
GenOfficeGensparkTypeSafe+7

mcp, coding-agents, llm-appsΒ· Added 30 Sep 2026, published 31 Jul 2026

github.comrepoπŸ›‘οΈ Security

gowitness

gowitness is a Golang website screenshot utility that drives Chrome Headless to capture screenshots of web interfaces at scale from the command line, ingesting targets from URL lists, CIDRs, Nmap, or Nessus results. It can also capture request/console logs, headers, and cookies, writing results to SQLite, JSONL, or CSV, with a bundled web-based report viewer and API for triaging large recon datasets.

GoChromeSQLite+1

OSINT, Offensive SecurityΒ· Added 3 Sep 2026, published 23 Jul 2026

github.comrepoπŸ›‘οΈ Security

Gabson0x/pentdem

pentdem is an autonomous AI-powered pentesting CLI/pipeline that fans out 15+ vulnerability-class hunters (XSS, SQLi, SSRF, IDOR, SSTI, JWT, GraphQL, etc.) and 8 advanced attack skills (mass assignment, race conditions, cloud metadata, OAuth/OIDC, subdomain takeover, credential harvesting) in parallel, using an LLM to adapt strategy mid-scan. It wraps real tools (nmap, sqlmap, nuclei, ffuf, subfinder, httpx) in Docker isolation and adds a novel gate chain β€” quality gate, kill-chain builder, adversarial cross-model validation (a second model tries to disprove each finding), a capability execution ledger (proves each hunter actually ran instead of silently crashing), and a ship-discipline gate β€” before mapping surviving findings to MITRE ATT&CK/OWASP Top 10/CVSS and generating reports.

DockerPythonsqlmap+3

Offensive Security, AI SecurityΒ· Published and added 20 Jul 2026

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