Achieve comprehensive test coverage with AI-generated tests, intelligent test data, and automated quality assurance.
AI automatically generates comprehensive test suites based on your code.
Identify gaps in test coverage and generate missing tests.
AI identifies potential edge cases and generates appropriate tests.
Automated load testing and performance optimization suggestions.
// AI-Generated Unit Test
import { MCPTest } from '@mcpcodex/testing';
import { UserService } from './user-service';
describe('UserService', () => {
let service: UserService;
let mockDb: MockDatabase;
beforeEach(() => {
// AI sets up comprehensive mocks
mockDb = MCPTest.createMockDatabase();
service = new UserService(mockDb);
});
test('should create user with valid data', async () => {
// AI generates test data
const userData = MCPTest.generateUser({
email: '[email protected]',
role: 'admin'
});
const result = await service.createUser(userData);
// AI creates thorough assertions
expect(result).toBeDefined();
expect(result.id).toMatch(/^usr_[a-z0-9]{24}$/);
expect(result.email).toBe(userData.email);
expect(mockDb.save).toHaveBeenCalledWith('users', expect.objectContaining(userData));
});
test('should handle edge cases', async () => {
// AI identifies and tests edge cases
const edgeCases = MCPTest.generateEdgeCases('UserService.createUser');
for (const testCase of edgeCases) {
await expect(service.createUser(testCase.input))
.toMatchExpectation(testCase.expected);
}
});
});
// AI-Generated Integration Test
import { MCPIntegration } from '@mcpcodex/testing';
describe('API Integration', () => {
const suite = new MCPIntegration({
baseUrl: process.env.API_URL,
model: 'claude-3-opus'
});
test('complete user flow', async () => {
// AI creates realistic user journey
const flow = await suite.generateUserFlow('registration-to-purchase');
// Step 1: Register
const user = await flow.register({
email: suite.generateEmail(),
password: suite.generateSecurePassword()
});
// Step 2: Verify email
await flow.verifyEmail(user.verificationToken);
// Step 3: Complete profile
await flow.updateProfile({
name: suite.generateName(),
company: suite.generateCompany()
});
// Step 4: Make purchase
const order = await flow.purchase({
plan: 'professional',
paymentMethod: suite.generatePaymentMethod()
});
// AI validates entire flow
await suite.validateFlow(flow, {
checkDataConsistency: true,
verifyAuditLog: true,
validateSecurity: true
});
});
});
// AI-Generated E2E Test with Playwright
import { MCPPlaywright } from '@mcpcodex/testing';
describe('E2E User Journey', () => {
const ai = new MCPPlaywright({
model: 'gpt-4-vision',
screenshot: true
});
test('complete checkout process', async ({ page }) => {
// AI navigates and interacts with UI
await ai.navigate(page, 'Go to product catalog');
await ai.findAndClick(page, 'Add premium plan to cart');
await ai.fillForm(page, {
intent: 'Complete checkout with credit card',
validateFields: true
});
// AI performs visual regression testing
await ai.compareVisual(page, 'checkout-confirmation');
// AI validates success criteria
await ai.expectSuccess(page, {
url: '/order/success',
content: 'Order confirmed',
apiCall: '/api/orders/latest'
});
});
});
AI generates tests before implementation, ensuring requirements are met.
Automated security vulnerability scanning and penetration testing.
Load testing and performance optimization recommendations.
AI mutates code to verify test effectiveness and coverage.
Generate your first test suite and achieve 100% coverage.