HexStrike AI Pentest
Overview
HexStrike AI is a Model Context Protocol (MCP) based cybersecurity automation platform that integrates 150+ security tools with 12 AI agents. It works with Claude Desktop, VS Code, and Cursor as an MCP server, enabling AI-driven security testing through natural language commands.
Source: https://github.com/0x4m4/hexstrike-ai Architecture: MCP server with 150+ tool wrappers and 12 AI agent modules Integration: Claude Desktop, VS Code (Continue), Cursor, any MCP-compatible client License: Open source
When to Use
Trigger phrases:
"hexstrike ai pentest"
"Automated penetration testing with AI-driven tool selection"
"CTF challenges requiring multi-tool orchestration"
"Bug bounty reconnaissance and vulnerability scanning"
Automated penetration testing with AI-driven tool selection
CTF challenges requiring multi-tool orchestration
Bug bounty reconnaissance and vulnerability scanning
Need to integrate security tools into an AI coding assistant
Automated vulnerability correlation across multiple scanner outputs
Tool Categories (150+ Tools)
| Tool | Purpose |
|---|---|
| Burp Suite | Web application security testing proxy |
| Metasploit | Exploitation framework for penetration testing |
| Nmap | Network discovery and security auditing |
| Impacket | Python library for network protocol interaction |
Network Reconnaissance (25+ tools)
Port scanning, service enumeration, DNS analysis, subdomain discovery, network mapping. Tools include: nmap, masscan, amass, subfinder, dnsenum, fierce, netdiscover, hping3, unicornscan, zmap, and more.
Web Application Security (40+ tools)
Web vulnerability scanning, fuzzing, crawling, proxying, authentication testing. Tools include: burpsuite, sqlmap, nikto, dirb, gobuster, wfuzz, nuclei, httpx, katana, dalfox, xsser, commix, and more.
Authentication and Password (12+ tools)
Password cracking, brute-forcing, hash analysis, credential testing. Tools include: hydra, john, hashcat, medusa, ncrack, patator, crowbar, and more.
Binary and Reverse Engineering (25+ tools)
Disassembly, debugging, binary analysis, unpacking, exploitation. Tools include: ghidra, gdb, radare2, pwntools, checksec, ropper, one_gadget, strace, ltrace, and more.
Cloud and Container (20+ tools)
Cloud enumeration, container scanning, Kubernetes assessment, infrastructure auditing. Tools include: prowler, scoutSuite, pacu, cloudmapper, trivy, kube-hunter, kube-bench, checkov, and more.
CTF and Forensics (20+ tools)
Steganography, forensics analysis, crypto challenges, encoding/decoding. Tools include: steghide, binwalk, foremost, volatility, autopsy, zsteg, exiftool, cyberchef, and more.
Bug Bounty and OSINT (20+ tools)
Target reconnaissance, subdomain enumeration, technology detection, email harvesting. Tools include: theHarvester, shodan, censys, amass, recon-ng, maltego, spiderfoot, and more.
AI Agents (12 Agents)
This section covers ai agents (12 agents) for hexstrike ai pentest.
- Ensure all prerequisites are met before proceeding
- Follow the documented workflow steps in sequence
- Record results and any anomalies encountered during this phase
Core Intelligence Agents
| Agent | Purpose |
|---|---|
IntelligentDecisionEngine |
Analyzes target context and selects optimal tools and attack strategies |
BugBountyWorkflowManager |
End-to-end bug bounty workflow — recon, scanning, validation, reporting |
CTFWorkflowManager |
CTF challenge solver — identifies challenge type and chains appropriate tools |
CVEIntelligenceManager |
CVE lookup, exploit correlation, and vulnerability context enrichment |
Exploitation and Analysis Agents
| Agent | Purpose |
|---|---|
AIExploitGenerator |
Generates custom exploit code based on discovered vulnerabilities |
VulnerabilityCorrelator |
Correlates findings across multiple tools to identify compound vulnerabilities |
TechnologyDetector |
Fingerprints technologies, versions, and known vulnerability mappings |
Operational Agents
| Agent | Purpose |
|---|---|
RateLimitDetector |
Detects and adapts to rate limiting, WAF blocks, and defensive responses |
FailureRecoverySystem |
Handles tool failures with fallback strategies and alternative approaches |
PerformanceMonitor |
Tracks tool performance, execution times, and resource usage |
ParameterOptimizer |
Tunes scan parameters based on target characteristics and scan phase |
GracefulDegradation |
Ensures workflows continue even when individual tools fail or are unavailable |
MCP Integration
This section covers mcp integration for hexstrike ai pentest.
- Ensure all prerequisites are met before proceeding
- Follow the documented workflow steps in sequence
- Record results and any anomalies encountered during this phase
Claude Desktop Configuration
{
"mcpServers": {
"hexstrike": {
"command": "python",
"args": ["path/to/hexstrike/mcp_server.py"],
"env": {}
}
}
}
VS Code (Continue) Configuration
{
"mcpServers": {
"hexstrike": {
"command": "python",
"args": ["path/to/hexstrike/mcp_server.py"]
}
}
}
Cursor Configuration
Add MCP server in Cursor settings pointing to the hexstrike MCP server entrypoint.
Workflow Examples
- Scope and authorize — confirm written authorization and define target boundaries
- Reconnaissance — enumerate targets, services, and potential attack surfaces
- Exploitation — attempt exploitation of identified vulnerabilities within scope
- Post-exploitation — document access level, lateral movement, and data exposure
- Report and remediate — compile findings with reproduction steps and fix recommendations
Bug Bounty Reconnaissance
1. BugBountyWorkflowManager receives target domain
2. TechnologyDetector fingerprints the target
3. IntelligentDecisionEngine selects recon tools
4. Subdomain enumeration + port scanning + tech stack identification
5. VulnerabilityCorrelator maps findings to known CVEs
6. AIExploitGenerator creates PoC for confirmed vulnerabilities
CTF Challenge
1. CTFWorkflowManager identifies challenge category (web/crypto/pwn/forensics)
2. IntelligentDecisionEngine selects appropriate tool chain
3. Tools execute in sequence with FailureRecoverySystem as safety net
4. ParameterOptimizer adjusts based on intermediate results
5. Solution generated and validated
Installation
git clone https://github.com/0x4m4/hexstrike-ai.git
cd hexstrike-ai
pip install -r requirements.txt
# Configure MCP in your client (Claude Desktop, VS Code, or Cursor)
# See MCP Integration section above
When NOT to Use
- Task is outside your authorization scope
- You need to implement controls (use implementing-* skills)
- Task is about analysis, not action (use analyzing-* skills)
- You don't have access to target systems
- Task requires compliance expertise (consult professionals)
- Task is about defense, not offense (use defensive skills)
Red Flags
- Automated scanning against targets without authorization is illegal
- AI-generated exploits must only be used in authorized assessments
- Tool outputs may contain sensitive data — handle with care
- Rate limiting bypass should only be used within engagement scope
- Always validate tool availability before starting a workflow
Verification
- All steps executed successfully against a test environment before production use
- Output documented with screenshots or logs demonstrating expected behavior
- All exploited vulnerabilities documented with reproduction steps
- Scope boundaries confirmed — only authorized targets were tested
- Remediation recommendations included for every finding
Process
- Analyze the task requirements
- Apply domain expertise
- Verify output quality
Anti-Rationalization Table
| Rationalization | Reality |
|---|---|
| "We are too small to be targeted" | Automated attacks target everyone. Size does not matter. |
| "Security slows us down" | A breach slows you down 100x more. Build security in from the start. |
| "We will fix it after launch" | Vulnerabilities in production are exploited within hours. Fix before deploy. |