Natural Language Security Testing
- “Scan our app for OWASP Top 10 vulnerabilities”
- “Test our API for SQL injection attacks”
- “Check for XSS vulnerabilities in our forms”
- “Perform penetration test on authentication”
Cyber attacks cost businesses $10.5 trillion annually by 2025, making security testing mission-critical. AI-powered security testing with MCP servers transforms vulnerability detection from manual audits to intelligent, automated workflows that continuously scan for OWASP Top 10 vulnerabilities, conduct penetration testing, and provide instant remediation guidance.
Traditional security testing requires specialized knowledge and complex tool configuration. MCP servers enable natural language security testing workflows:
Natural Language Security Testing
AI-Powered Vulnerability Analysis
MCP Security Integration
Continuous Security Validation
# Set up security testing MCP servers# Configure Playwright MCP for web security testingnpx playwright install
# Add to Cursor IDE MCP settings:{ "mcpServers": { "playwright": { "command": "npx", "args": ["@playwright/mcp@latest"] }, "security-scanner": { "command": "npx", "args": ["security-mcp-server"] } }}
# Natural Language Security TestingAgent: "Using Playwright MCP, perform comprehensive security audit:
PRD: Web Application Security Assessment- Test for OWASP Top 10 vulnerabilities (2023)- Focus on injection attacks (SQL, XSS, LDAP)- Validate authentication and session management- Check for broken access control- Test file upload security- Scan for security misconfigurations
Todo:- [ ] Automated vulnerability scanning- [ ] Manual penetration testing scenarios- [ ] Security regression testing- [ ] Generate remediation recommendations- [ ] Create security compliance report"
# Connect to security MCP servers for comprehensive testingclaude "Connect to Playwright MCP for security testing:
Security Testing Requirements:- Scan our e-commerce application for vulnerabilities- Test payment processing security- Validate user authentication mechanisms- Check for data exposure risks- Test API security and rate limiting
Specific Tests:1. SQL Injection testing on search and forms2. Cross-Site Scripting (XSS) in user inputs3. Cross-Site Request Forgery (CSRF) protection4. Authentication bypass attempts5. Session management vulnerabilities6. File upload security validation
Expected Deliverables:- Detailed vulnerability report- Risk assessment and prioritization- Step-by-step remediation guide- Security test automation scripts"
# Claude will:# 1. Connect to security MCP servers# 2. Perform comprehensive security scanning# 3. Analyze and prioritize vulnerabilities# 4. Generate actionable remediation plans
# Comprehensive e-commerce security testingAgent: "Using Playwright MCP, perform security audit of our e-commerce platform:
Business Context:- E-commerce platform handling payment processing- User authentication with social login options- File uploads for product images and reviews- Admin panel for inventory management- API endpoints for mobile app integration
Security Test Scenarios:1. Payment Security - Test for credit card data exposure - Validate payment form injection attacks - Check for payment bypass vulnerabilities - Test transaction tampering scenarios
2. Authentication & Authorization - Test login brute force protection - Validate session management security - Check for privilege escalation - Test password reset mechanisms
3. Input Validation - SQL injection in search and filters - XSS in product reviews and comments - File upload security validation - JSON/XML injection in API calls
4. Business Logic Security - Price manipulation attempts - Inventory bypass scenarios - Discount code abuse testing - Cart tampering validation
Expected Deliverables:- OWASP Top 10 compliance assessment- Vulnerability prioritization matrix- Remediation implementation guide- Security testing automation scripts"
# Comprehensive API security assessmentclaude "Using security MCP servers, test our REST API security:
API Security Assessment:- Authentication and authorization testing- Input validation and injection attacks- Rate limiting and DDoS protection- Data exposure and privacy compliance- API versioning security implications
Specific Test Cases:1. Authentication Bypass - JWT token manipulation - API key enumeration - OAuth flow vulnerabilities - Session token hijacking
2. Injection Attacks - SQL injection in query parameters - NoSQL injection in document queries - LDAP injection in user lookups - Command injection in file operations
3. Data Security - Sensitive data exposure in responses - Mass assignment vulnerabilities - Insecure direct object references - Cross-origin resource sharing issues
4. Rate Limiting & DoS - API rate limit bypass techniques - Resource exhaustion attacks - Slow HTTP attacks - Amplification attack vectors
Generate comprehensive security report with:- Vulnerability classification (Critical/High/Medium/Low)- Proof of concept exploit demonstrations- Remediation code examples- Security testing checklist for CI/CD integration"
# Authentication security testing workflowAgent: "Test authentication security using Playwright MCP:
Authentication Test Matrix:1. Credential Security - Password strength enforcement testing - Username enumeration vulnerabilities - Account lockout mechanism validation - Password reset flow security
2. Session Management - Session fixation attack testing - Session hijacking scenarios - Concurrent session handling - Session timeout validation
3. Multi-Factor Authentication - MFA bypass attempts - OTP brute force protection - Backup code security - Recovery mechanism testing
4. Social Login Security - OAuth flow manipulation - State parameter validation - Token leakage scenarios - Account linking vulnerabilities
Test Execution:- Automated brute force testing (100 login attempts in 1 minute)- Session token manipulation attempts- Cross-site request forgery testing- Authentication bypass scenarios
Success Criteria:- Account lockout after 5 failed attempts- Session tokens properly randomized- CSRF protection on all auth endpoints- No sensitive data in authentication responses"
# Access control and authorization testingclaude "Perform authorization security testing:
Access Control Test Scenarios:1. Vertical Privilege Escalation - Regular user accessing admin functions - Role-based access control bypass - API endpoint authorization validation - Database-level permission testing
2. Horizontal Privilege Escalation - User accessing other users' data - Object-level authorization checks - Parameter manipulation attacks - Direct object reference testing
3. Business Logic Authorization - Workflow step bypass attempts - State transition validation - Resource ownership verification - Time-based access control testing
Test Methodology:- Create test users with different roles- Attempt unauthorized resource access- Test API endpoints with manipulated tokens- Validate response data filtering- Check for information disclosure
Generate authorization security report with:- Access control matrix validation- Privilege escalation vulnerabilities- Data exposure risks assessment- Role-based security recommendations"
# SQL injection security testingAgent: "Test for SQL injection vulnerabilities using Playwright MCP:
SQL Injection Test Plan:1. Input Field Testing - Search boxes and filters - Login forms (username/password) - Contact forms and feedback - Product reviews and comments
2. URL Parameter Testing - GET parameters in product pages - User ID parameters in profiles - Category and sorting parameters - Pagination and limit parameters
3. HTTP Header Testing - User-Agent injection - X-Forwarded-For manipulation - Cookie value injection - Custom header parameters
4. JSON/XML Payload Testing - API request body injection - XML external entity attacks - JSON parameter pollution - GraphQL injection scenarios
SQL Injection Payloads:- Classic: ' OR '1'='1' --- Union-based: ' UNION SELECT user,pass FROM users--- Time-based: '; WAITFOR DELAY '00:00:05'--- Boolean-based: ' AND 1=1--- Error-based: ' AND (SELECT COUNT(*) FROM information_schema.tables)>0--
Expected Security Controls:- Parameterized queries/prepared statements- Input validation and sanitization- Least privilege database permissions- Error message sanitization- Database activity monitoring"
# Cross-site scripting and CSRF testingclaude "Perform XSS and CSRF security testing:
XSS Vulnerability Testing:1. Reflected XSS - Search result pages - Error message displays - URL parameter reflection - Form validation messages
2. Stored XSS - User profile information - Product reviews and comments - Forum posts and messages - File upload descriptions
3. DOM-based XSS - JavaScript URL manipulation - Client-side template injection - Hash fragment processing - Window.location modifications
XSS Test Payloads:- Basic: <script>alert('XSS')</script>- Event handler: <img src=x onerror=alert('XSS')>- SVG: <svg onload=alert('XSS')>- JavaScript: javascript:alert('XSS')
CSRF Testing Scenarios:1. State-changing Operations - Account settings modification - Password changes - Financial transactions - User privilege modifications
2. CSRF Protection Validation - Anti-CSRF token presence - Token uniqueness and expiration - SameSite cookie attributes - Referer header validation
Generate comprehensive input validation report with:- Vulnerability classification and impact- Proof-of-concept demonstrations- Remediation implementation examples- Input validation best practices guide"
# Automated penetration testing workflowAgent: "Perform automated penetration test using Playwright MCP:
Penetration Testing Methodology:1. Reconnaissance Phase - Technology stack identification - Directory and file enumeration - Subdomain discovery - Port scanning and service detection
2. Vulnerability Assessment - Automated vulnerability scanning - Manual verification of findings - False positive elimination - Risk assessment and prioritization
3. Exploitation Phase - Proof-of-concept development - Privilege escalation attempts - Lateral movement testing - Data exfiltration scenarios
4. Post-Exploitation - Persistence mechanism testing - Log evasion techniques - Data integrity validation - System recovery verification
Automated Testing Tools Integration:- OWASP ZAP for vulnerability scanning- Burp Suite for manual testing- Nikto for web server scanning- SQLMap for injection testing
Penetration Test Deliverables:- Executive summary with business risk- Technical vulnerability details- Proof-of-concept demonstrations- Remediation roadmap with timelines- Security testing automation scripts"
# API-focused penetration testingclaude "Conduct API penetration testing:
API Security Assessment:1. API Discovery and Enumeration - Endpoint discovery and mapping - Parameter fuzzing and validation - HTTP method testing (GET, POST, PUT, DELETE) - Version detection and testing
2. Authentication and Authorization - JWT token manipulation and cracking - API key enumeration and validation - OAuth flow exploitation - Session management vulnerabilities
3. Input Validation and Injection - JSON/XML injection attacks - Parameter pollution testing - Mass assignment vulnerabilities - File upload security validation
4. Business Logic Testing - Rate limiting bypass techniques - Workflow manipulation attacks - Data validation bypass methods - Economic logic vulnerabilities
API Testing Tools:- Postman for manual API testing- OWASP ZAP API scanner- Burp Suite API testing extensions- Custom scripts for automated testing
Expected Outcomes:- API security posture assessment- Vulnerability impact analysis- Business logic flaw identification- API security improvement recommendations- Automated API security testing framework"
name: Security Testing Pipeline
on: push: branches: [main, develop] pull_request: types: [opened, synchronize] schedule: - cron: '0 2 * * *' # Daily security scans
jobs: security-scan: runs-on: ubuntu-latest
steps: - uses: actions/checkout@v4
- name: Setup Security MCP Servers run: | # Install security testing tools npm install @playwright/mcp@latest pip install security-mcp-server
# Configure security scanning tools docker pull owasp/zap2docker-stable docker pull aquasec/trivy:latest
- name: Build and Start Application run: | npm install npm run build npm start & sleep 30 # Wait for application startup
- name: Run Security Tests with MCP run: | # Use natural language for security testing claude "Using security MCP servers, perform comprehensive security audit:
- OWASP Top 10 vulnerability scanning - Authentication and authorization testing - Input validation and injection testing - Session management security validation - File upload security assessment - API security testing with rate limiting
Generate security report with: - Vulnerability classification (Critical/High/Medium/Low) - Remediation recommendations with code examples - Security regression testing checklist - Compliance assessment (OWASP, NIST, SOC2)"
- name: Container Security Scan run: | # Scan container images for vulnerabilities docker run --rm -v /var/run/docker.sock:/var/run/docker.sock \ aquasec/trivy:latest image --severity HIGH,CRITICAL \ ${{ github.repository }}:${{ github.sha }}
- name: Upload Security Reports uses: actions/upload-artifact@v4 with: name: security-reports path: | security-report.html vulnerability-scan.json penetration-test-results.pdf
# Continuous security monitoring setupAgent: "Set up continuous security monitoring using MCP servers:
Security Monitoring Strategy:1. Real-time Vulnerability Scanning - Daily automated security scans - New vulnerability database updates - Zero-day threat intelligence integration - Custom security rule development
2. Security Regression Prevention - Pre-commit security validation - Pull request security analysis - Dependency vulnerability checking - Infrastructure as code security scanning
3. Incident Response Automation - Security alert correlation - Automated threat containment - Incident documentation generation - Stakeholder notification workflows
4. Compliance Monitoring - OWASP compliance tracking - Industry standard adherence - Security policy enforcement - Audit trail maintenance
Integration Points:- SIEM integration for log analysis- Slack/Teams alerts for critical issues- JIRA integration for vulnerability tracking- Dashboard visualization with Grafana- Automated remediation workflow triggers"
# PRD: E-commerce Security Assessment# Requirements: OWASP Top 10 compliance, PCI DSS validation
"Using Playwright MCP and security servers, perform comprehensive security audit:
Business Context:- E-commerce platform processing credit card payments- 100K+ daily active users with personal data- Integration with third-party payment processors- Mobile app API with OAuth authentication
Todo:- [ ] OWASP Top 10 vulnerability assessment- [ ] Payment processing security validation- [ ] User authentication and session management testing- [ ] Input validation and injection attack testing- [ ] File upload security assessment- [ ] API security and rate limiting validation- [ ] Cross-site scripting (XSS) prevention testing- [ ] Cross-site request forgery (CSRF) protection- [ ] Data encryption and privacy compliance- [ ] Generate PCI DSS compliance report
Success Criteria:- Zero critical vulnerabilities- OWASP Top 10 compliance achieved- PCI DSS requirements validated- Automated security testing integrated- Security training recommendations provided"
# PRD: Microservices API Security Validation# Plan: Use security MCP servers + API testing tools
"Test our microservices API security comprehensively:
API Security Assessment:- RESTful API with JWT authentication- GraphQL endpoint with role-based access- WebSocket connections for real-time features- File upload API with virus scanning
Security Test Categories:1. Authentication & Authorization - JWT token manipulation and validation - API key enumeration and brute force - OAuth flow security assessment - Role-based access control testing
2. Input Validation & Injection - SQL injection in query parameters - NoSQL injection in document queries - JSON injection and parameter pollution - GraphQL injection and query complexity attacks
3. Business Logic Security - Rate limiting bypass techniques - Economic logic vulnerabilities - Workflow manipulation attacks - Data validation bypass methods
Todo:- [ ] API endpoint discovery and mapping- [ ] Authentication mechanism security testing- [ ] Authorization boundary validation- [ ] Input sanitization and validation testing- [ ] Rate limiting and DDoS protection assessment- [ ] Data exposure and privacy compliance check- [ ] API versioning security implications- [ ] Generate API security testing framework
Expected SLAs:- Zero high-risk vulnerabilities- API rate limiting under 1000 req/min per user- JWT token expiration under 1 hour- All sensitive data encrypted in transit/rest"
AI-Enhanced Detection
Vulnerability Discovery: 95% more comprehensive than manual testing
False Positive Reduction: 80% fewer false positives with AI analysis
Testing Speed: 10x faster security assessments
Coverage & Compliance
OWASP Coverage: Complete Top 10 vulnerability testing
Compliance Standards: PCI DSS, SOC2, NIST validation
Risk Assessment: Intelligent threat prioritization
Developer Experience
Natural Language: “Test for SQL injection in our forms”
MCP Integration: Seamless security tool orchestration
Automated Reports: Actionable security recommendations
Business Impact
Risk Reduction: 90% fewer security incidents
Compliance Cost: 60% reduction in audit preparation
Response Time: 24/7 automated threat detection
Set up Security MCP Servers
# Install Playwright MCP for web security testingnpx playwright install
# Configure security MCP servers in your client# Add to mcp_settings.json or Cursor settings
Run Your First Security Scan
# Natural language security testingAgent: "Using Playwright MCP, scan our login page for OWASP Top 10 vulnerabilities"
Analyze Security Results
# AI-powered vulnerability analysis"Analyze the security scan results and prioritize vulnerabilities by business risk"
Implement Security Fixes
# Get remediation guidance"Generate code examples to fix the identified SQL injection vulnerabilities"
Set up Continuous Security Testing
# Integrate with CI/CD"Create GitHub Actions workflow for automated security regression testing"
# PRD: Banking application security assessment"Using security MCP servers, perform financial app security audit:
Compliance Requirements:- PCI DSS Level 1 compliance- SOX financial controls validation- GDPR data protection compliance- Multi-factor authentication security
Security Test Scope:1. Payment processing security2. Account management vulnerabilities3. Transaction integrity validation4. Fraud detection system testing5. Data encryption and key management6. Session management and timeout controls
Expected Deliverables:- Executive security risk assessment- Technical vulnerability details- Compliance gap analysis- Remediation implementation roadmap"
# PRD: Multi-tenant SaaS security testing"Test our SaaS platform security comprehensively:
Multi-tenancy Security:- Tenant data isolation validation- Cross-tenant privilege escalation testing- Shared resource security assessment- API rate limiting per tenant validation
Security Test Matrix:- Authentication: SSO, MFA, password policies- Authorization: RBAC, tenant boundaries- Data: Encryption, backup security, GDPR compliance- Infrastructure: Container security, network isolation
Generate comprehensive report with:- Multi-tenant security architecture review- Data isolation verification results- Compliance certification readiness- Security monitoring and alerting setup"