MCP server for API testing with Swagger/OpenAPI and Postman collection support
Project description
API Tester MCP Server
A comprehensive Model Context Protocol (MCP) server for QA/SDET engineers that provides API testing capabilities with Swagger/OpenAPI and Postman collection support.
🎉 Now available on NPM! Install with
npx @kirti676/api-tester-mcp@latest
🆕 What's New
- ✅ Published on NPM - Install instantly with NPX
- ✅ VS Code Integration - One-click installation buttons
- ✅ Simplified Setup - No manual Python installation required
- ✅ Cross-Platform - Works on Windows, macOS, and Linux
- ✅ Auto-Updates - Always get the latest version with
@latest
🚀 Getting Started
Installation
The API Tester MCP server can be used directly with npx without any installation:
npx @kirti676/api-tester-mcp@latest
Quick Install:
Claude Desktop
Follow the MCP install guide, use the standard config below:
{
"mcpServers": {
"api-tester": {
"command": "npx",
"args": ["@kirti676/api-tester-mcp@latest"]
}
}
}
Other MCP Clients
The standard configuration works with most MCP clients:
{
"mcpServers": {
"api-tester": {
"command": "npx",
"args": ["@kirti676/api-tester-mcp@latest"]
}
}
}
Supported Clients:
- Claude Desktop
- VS Code with MCP extension
- Cursor
- Windsurf
- Goose
- Any other MCP-compatible client
Python Installation (Alternative)
pip install api-tester-mcp
From Source
git clone https://github.com/kirti676/api_tester_mcp.git
cd api_tester_mcp
npm install
⚡ Quick Start
Try the API Tester MCP server immediately:
# Run the server
npx @kirti676/api-tester-mcp@latest
# Check version
npx @kirti676/api-tester-mcp@latest --version
# Get help
npx @kirti676/api-tester-mcp@latest --help
For MCP clients like Claude Desktop, use this configuration:
{
"mcpServers": {
"api-tester": {
"command": "npx",
"args": ["@kirti676/api-tester-mcp@latest"]
}
}
}
✨ Features
- 📥 Input Support: Swagger/OpenAPI documents and Postman collections
- 🔄 Test Generation: Automatic API and Load test scenario generation
- ⚡ Test Execution: Run generated tests with detailed reporting
- 🔐 Authentication: Bearer token and API key support via
set_env_vars - 📊 HTML Reports: Beautiful, accessible reports via MCP resources
- 📈 Real-time Progress: Live updates during test execution
- ✅ Schema Validation: Request body generation from schema examples
- 🎯 Assertions: Per-endpoint status code assertions (2xx, 4xx, 5xx)
🛠️ MCP Tools
The server provides 7 comprehensive MCP tools:
ingest_spec- Load Swagger/OpenAPI or Postman collectionsset_env_vars- Configure authentication and environment variablesgenerate_scenarios- Create test scenarios from specificationsgenerate_test_cases- Convert scenarios to executable test casesrun_api_tests- Execute API tests with detailed resultsrun_load_tests- Execute performance/load testsget_session_status- Retrieve current session information
📚 MCP Resources
file://reports- List all available test reportsfile://reports/{report_id}- Access individual HTML test reports
💡 MCP Prompts
create_api_test_plan- Generate comprehensive API test plansanalyze_test_failures- Analyze test failures and provide recommendations
🔧 Configuration Example
// Set environment variables for authentication
await mcp.call("set_env_vars", {
variables: {
"baseUrl": "https://api.example.com",
"auth_bearer": "your-bearer-token",
"auth_apikey": "your-api-key"
}
});
// Ingest an OpenAPI specification
await mcp.call("ingest_spec", {
spec_type: "openapi",
content: openapi_json_string
});
// Generate test scenarios
await mcp.call("generate_scenarios", {
include_negative_tests: true,
include_edge_cases: true
});
// Run API tests
await mcp.call("run_api_tests", {
max_concurrent: 5
});
� Complete Workflow Example
Here's a complete example of testing the Petstore API:
# 1. Start the MCP server
npx @kirti676/api-tester-mcp@latest
Then in your MCP client (like Claude Desktop):
// 1. Load the Petstore OpenAPI spec
await mcp.call("ingest_spec", {
kind: "openapi",
path_or_text: "https://petstore.swagger.io/v2/swagger.json"
});
// 2. Set environment variables
await mcp.call("set_env_vars", {
pairs: {
"baseUrl": "https://petstore.swagger.io/v2",
"auth_apikey": "special-key"
}
});
// 3. Generate test cases
const tests = await mcp.call("get_generated_tests");
// 4. Run API tests
const result = await mcp.call("run_api_tests");
// 5. View results in HTML report
const reports = await mcp.call("list_resources", {
uri: "file://reports"
});
�📖 Usage Examples
Basic API Testing Workflow
-
Ingest API Specification
{ "tool": "ingest_spec", "params": { "spec_type": "openapi", "content": "{ ... your OpenAPI spec ... }" } }
-
Configure Authentication
{ "tool": "set_env_vars", "params": { "variables": { "auth_bearer": "your-token", "baseUrl": "https://api.example.com" } } }
-
Generate and Run Tests
{ "tool": "generate_scenarios", "params": { "include_negative_tests": true } }
-
View Results
- Access HTML reports via MCP resources
- Get session status and statistics
Load Testing
{
"tool": "run_load_tests",
"params": {
"users": 10,
"duration": 60,
"ramp_up": 10
}
}
🔍 Test Generation Features
- Positive Tests: Valid requests with expected 2xx responses
- Negative Tests: Invalid authentication (401), wrong methods (405)
- Edge Cases: Large payloads, boundary conditions
- Schema-based Bodies: Automatic request body generation from OpenAPI schemas
- Comprehensive Assertions: Status codes, response times, content validation
📊 HTML Reports
Generated reports include:
- Test execution summary with pass/fail statistics
- Detailed test results with timing information
- Assertion breakdowns and error details
- Response previews and debugging information
- Mobile-friendly responsive design
🔒 Authentication Support
- Bearer Tokens:
auth_bearerenvironment variable - API Keys:
auth_apikeyenvironment variable (sent as X-API-Key header) - Basic Auth:
auth_basicenvironment variable
🔧 Requirements
- Python: 3.8 or higher
- Node.js: 14 or higher (for npm installation)
📦 Dependencies
Python Dependencies
- fastmcp>=0.2.0
- pydantic>=2.0.0
- aiohttp>=3.8.0
- jinja2>=3.1.0
- pyyaml>=6.0
- jsonschema>=4.0.0
- faker>=19.0.0
Node.js Dependencies
- None (self-contained package)
🔧 Troubleshooting
Common Issues
NPX Command Not Working
# If npx command fails, try:
npm install -g @kirti676/api-tester-mcp@latest
# Or run directly:
node ./node_modules/@kirti676/api-tester-mcp/cli.js
Python Not Found
# Make sure Python 3.8+ is installed and in PATH
python --version
# Install Python dependencies manually if needed:
pip install fastmcp>=0.2.0 pydantic>=2.0.0 requests>=2.28.0
MCP Client Connection Issues
- Ensure the MCP server is running on stdio transport (default)
- Check that your MCP client supports the latest MCP protocol version
- Verify the configuration JSON syntax is correct
Getting Help
- Check the Examples directory for working configurations
- Run with
--verboseflag for detailed logging - Report issues on GitHub Issues
🤝 Contributing
- Fork the repository
- Create your feature branch (
git checkout -b feature/amazing-feature) - Commit your changes (
git commit -m 'Add some amazing feature') - Push to the branch (
git push origin feature/amazing-feature) - Open a Pull Request
📄 License
This project is licensed under the MIT License - see the LICENSE file for details.
🐛 Issues & Support
- NPM Package: @kirti676/api-tester-mcp
- Report bugs: GitHub Issues
- Documentation: GitHub Wiki
- Discussions: GitHub Discussions
- Interactive install page: install.html
📈 Roadmap
- GraphQL API support
- Additional authentication methods (OAuth2, JWT)
- Performance monitoring and alerting
- Integration with CI/CD pipelines
- Test data generation from examples
- API contract testing
Made with ❤️ for QA/SDET engineers
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