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ExaAi - Advanced AI Security Agent for Comprehensive Penetration Testing

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ExaAiAgent

Advanced AI-Powered Cybersecurity Agent for Comprehensive Penetration Testing

Python PyPI License Version


[!TIP] 🚀 v2.1.0 Released! React2Shell Detection (CVE-2025-55182), Cloud Security Testing, Smart Fuzzing, and CLI improvements with exaai command!


🔥 What's New in v2.1.0

🚨 React2Shell Detection (CVE-2025-55182)

New critical vulnerability scanner for React Server Components:

  • CVSS 10.0 - Unauthenticated RCE via RSC Flight protocol
  • Auto-detects Next.js 15.x/16.x, React 19.x applications
  • Complete exploitation methodology and PoC generation
  • WAF bypass techniques included

☁️ AWS & Cloud Security

Comprehensive cloud infrastructure testing:

  • AWS: EC2 Metadata SSRF, S3 buckets, IAM escalation, Lambda
  • Azure: Blob storage, Managed Identity, Azure AD
  • GCP: Cloud Storage, Service Account abuse
  • Kubernetes: RBAC, Secrets, Pod escape

� Smart Security Tools

Tool Capability
Smart Fuzzer Context-aware payloads, parameter type detection
Response Analyzer SQL errors, stack traces, sensitive data detection
Vuln Validator PoC generation, CVSS scoring, remediation advice
WAF Bypass Multi-layer bypass techniques

⚡ CLI Improvements

# New command (shorter!)
exaai --target https://example.com

# Version check
exaai --version

# TUI mode
exaai tui

🔥 ExaAiAgent Overview

ExaAiAgent is an elite AI-powered cybersecurity agent that acts like a real penetration tester - running your code dynamically, finding vulnerabilities, and validating them through actual proof-of-concepts. Built for developers and security teams who need fast, accurate security testing.

Key Capabilities:

  • 🔧 Full hacker toolkit out of the box
  • 🤝 Teams of agents that collaborate and scale
  • Real validation with PoCs, not false positives
  • 💻 Developer‑first CLI with actionable reports
  • 🔄 Auto‑fix & reporting to accelerate remediation
  • 🧠 Multi-LLM Support - OpenAI, Anthropic, Gemini, local models
  • 🌐 Cloud & Container Security testing capabilities
  • 🚀 Smart Module Loading - Auto-detects and loads relevant modules

🎯 Use Cases

  • Application Security Testing - Detect and validate critical vulnerabilities
  • Rapid Penetration Testing - Get pentests done in hours, not weeks
  • Bug Bounty Automation - Automate research and generate PoCs
  • CI/CD Integration - Block vulnerabilities before production
  • API Security Testing - REST, GraphQL, gRPC security analysis
  • Cloud Security - AWS, Azure, GCP configuration review

🚀 Quick Start

Prerequisites:

  • Docker (running)
  • Python 3.12+
  • An LLM provider (OpenAI, Anthropic, OpenRouter, Ollama, or any compatible provider)

Installation & First Scan

# Install ExaAiAgent
pipx install exaai-agent

# Configure your AI provider (choose one)

# Option 1: OpenAI
export EXAAI_LLM="openai/gpt-5"
export LLM_API_KEY="your-openai-key"

# Option 2: Anthropic
export EXAAI_LLM="anthropic/claude-sonnet-4-5"
export LLM_API_KEY="your-anthropic-key"

# Option 3: OpenRouter (access multiple models)
export EXAAI_LLM="openrouter/auto"
export LLM_API_KEY="your-openrouter-key"
export LLM_API_BASE="https://openrouter.ai/api/v1"

# Option 4: Ollama (local models)
export EXAAI_LLM="ollama/llama3"
export LLM_API_BASE="http://localhost:11434"

# Run your first security assessment (auto-detects modules!)
exaai --target https://your-app.com

[!NOTE] First run automatically pulls the sandbox Docker image. Results are saved to exaai_runs/<run-name>


✨ Features

🛠️ Agentic Security Tools

ExaAiAgent agents come equipped with a comprehensive security testing toolkit:

  • Full HTTP Proxy - Request/response manipulation and analysis
  • Browser Automation - Multi-tab browser for XSS, CSRF, auth flows
  • Terminal Environments - Interactive shells for command execution
  • Python Runtime - Custom exploit development and validation
  • Reconnaissance - Automated OSINT and attack surface mapping
  • Code Analysis - Static and dynamic analysis capabilities
  • API Fuzzing - Advanced REST/GraphQL API testing

🎯 Comprehensive Vulnerability Detection

ExaAiAgent identifies and validates a wide range of security vulnerabilities:

Category Vulnerabilities
Access Control IDOR, privilege escalation, auth bypass
Injection SQL, NoSQL, Command, GraphQL injection
Server-Side SSRF, XXE, deserialization flaws
Client-Side XSS, prototype pollution, DOM vulnerabilities
Business Logic Race conditions, workflow manipulation
Authentication JWT vulnerabilities, OAuth/OIDC flaws, session management
WebSocket CSWSH, message injection, DoS
Infrastructure Subdomain takeover, misconfigurations
WAF Bypass Encoding, smuggling, header manipulation

🕸️ Graph of Agents

Advanced multi-agent orchestration for comprehensive security testing:

  • Distributed Workflows - Specialized agents for different attacks
  • Scalable Testing - Parallel execution for fast coverage
  • Dynamic Coordination - Agents collaborate and share discoveries

💻 Usage Examples

Basic Usage

# Scan a local codebase
exaai --target ./app-directory

# Security review of a GitHub repository
exaai --target https://github.com/org/repo

# Black-box web application assessment
exaai --target https://your-app.com

Smart Auto-Loading (New in v2.0!)

# GraphQL endpoint - auto-loads graphql_security
exaai --target https://api.example.com/graphql

# WebSocket - auto-loads websocket_security
exaai --target wss://chat.example.com/socket

# OAuth endpoint - auto-loads oauth_oidc
exaai --target https://auth.example.com/oauth/authorize

# Subdomain recon - auto-loads subdomain_takeover
exaai --target example.com --instruction "enumerate subdomains"

Advanced Testing Scenarios

# Grey-box authenticated testing
exaai --target https://your-app.com --instruction "Perform authenticated testing using credentials: user:pass"

# Multi-target testing (source code + deployed app)
exaai -t https://github.com/org/app -t https://your-app.com

# With specific modules (overrides auto-detection)
exaai --target https://api.example.com --prompt-modules graphql_security waf_bypass

# Lightweight mode (reduced token consumption)
export EXAAI_LIGHTWEIGHT_MODE=true
exaai --target https://example.com --instruction "quick security scan"

🤖 Headless Mode

Run ExaAiAgent programmatically without interactive UI:

exaai -n --target https://your-app.com

🔄 CI/CD (GitHub Actions)

name: exaai-security-test

on:
  pull_request:

jobs:
  security-scan:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4

      - name: Install ExaAiAgent
        run: pipx install exaai-agent

      - name: Run ExaAiAgent
        env:
          EXAAI_LLM: ${{ secrets.EXAAI_LLM }}
          LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
        run: exaai -n -t ./

⚙️ Configuration

# Required
export EXAAI_LLM="openai/gpt-5"
export LLM_API_KEY="your-api-key"

# Optional - Performance tuning
export EXAAI_LIGHTWEIGHT_MODE=true    # Reduced token consumption
export EXAAI_MAX_TOKENS=2048          # Max output tokens
export LLM_API_BASE="your-api-base"   # For local models
export PERPLEXITY_API_KEY="key"       # For search capabilities

Recommended Models:

  • OpenAI GPT-5 (openai/gpt-5)
  • Anthropic Claude Sonnet 4.5 (anthropic/claude-sonnet-4-5)
  • Google Gemini 2.0 (gemini/gemini-2.0-flash)

📦 Available Security Modules

Vulnerability Modules

Module Description
sql_injection SQL/NoSQL injection testing
xss Cross-site scripting attacks
ssrf Server-side request forgery
xxe XML external entity attacks
rce Remote code execution
idor Insecure direct object reference
authentication_jwt Auth & JWT vulnerabilities
business_logic Business logic flaws
csrf Cross-site request forgery
race_condition Race condition exploits
graphql_security GraphQL-specific attacks
websocket_security WebSocket vulnerabilities
oauth_oidc OAuth2/OIDC flaws
waf_bypass WAF bypass techniques
subdomain_takeover Subdomain takeover

🆕 Changelog

v2.0.0 (Latest)

  • Smart Auto-Module Loading - Automatically detects target type
  • Token Optimization - Lightweight mode & task scaling
  • 🛡️ 5 New Security Modules - GraphQL, WebSocket, OAuth, WAF, Subdomain
  • 🎨 New UI/Branding - Fresh ExaAi logo with Cyan/Purple theme
  • 📊 Improved Performance - Reduced unnecessary LLM calls

v1.0.0

  • Multi-LLM Load Balancing
  • Enhanced Context Management
  • Specialized Agents
  • Advanced Prompts
  • Improved Reporting

🤝 Contributing

We welcome contributions! Check out our Contributing Guide.

🌟 Support the Project

Love ExaAiAgent? Give us a ⭐ on GitHub!

🙏 Acknowledgements

ExaAiAgent builds on incredible open-source projects like LiteLLM, Caido, ProjectDiscovery, Playwright, and Textual.

[!WARNING] Only test apps you own or have permission to test. You are responsible for using ExaAiAgent ethically and legally.

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