title: "Debugging & Testing MCPs with MCP Inspector" description: "Debug and test MCP servers using MCP Inspector and other debugging tools for reliable development." slug: "testing-mcp" category: "testing" updatedAt: "2025-09-21T00:00:00.000Z" faqs:
- q: "What is MCP Inspector and how do I use it?" a: "MCP Inspector is a debugging tool that allows you to test MCP server functionality, inspect messages, and validate protocol compliance."
- q: "How do I test MCP servers locally before deployment?" a: "Use MCP Inspector, unit tests, and local client connections to thoroughly test your MCP server before deploying to production."
Debugging & Testing MCPs with MCP Inspector
Overview
Testing and debugging MCP servers is crucial for reliable AI integrations. This guide covers tools and techniques for comprehensive MCP testing.
MCP Inspector
Installation
# Install MCP Inspector
npm install -g @modelcontextprotocol/inspector
# Or use npx
npx @modelcontextprotocol/inspector
Basic Usage
# Start inspector with your MCP server
mcp-inspector --server "node dist/server.js"
# With specific port
mcp-inspector --server "node dist/server.js" --port 3001
# With environment variables
GITHUB_TOKEN=your_token mcp-inspector --server "mcp-server-github"
Web Interface
- Start MCP Inspector
- Open browser to
http://localhost:3000 - Test server functionality interactively
Testing Strategies
Unit Testing
// test/server.test.js
import { MCPServer } from '@modelcontextprotocol/sdk';
import { expect } from 'chai';
describe('MCP Server', () => {
let server;
beforeEach(() => {
server = new MCPServer({
name: 'test-server',
version: '1.0.0'
});
});
it('should list available tools', async () => {
const tools = await server.listTools();
expect(tools).to.be.an('array');
expect(tools.length).to.be.greaterThan(0);
});
it('should execute tool correctly', async () => {
const result = await server.callTool('test-tool', {
param: 'value'
});
expect(result).to.have.property('content');
});
});
Integration Testing
// test/integration.test.js
import { MCPClient } from '@modelcontextprotocol/client';
describe('MCP Integration', () => {
let client;
before(async () => {
client = new MCPClient();
await client.connect('http://localhost:3000');
});
it('should connect to server', async () => {
const info = await client.getServerInfo();
expect(info.name).to.equal('test-server');
});
it('should handle tool calls', async () => {
const result = await client.callTool('filesystem', 'list', {
path: '/tmp'
});
expect(result).to.have.property('files');
});
});
Debugging Techniques
Logging
// Enable debug logging
import debug from 'debug';
const log = debug('mcp:server');
class MCPServer {
async handleRequest(request) {
log('Received request:', request);
try {
const result = await this.processRequest(request);
log('Request processed successfully:', result);
return result;
} catch (error) {
log('Request failed:', error);
throw error;
}
}
}
Protocol Validation
// Validate MCP protocol compliance
import { validateMCPMessage } from '@modelcontextprotocol/validator';
function validateRequest(request) {
const validation = validateMCPMessage(request);
if (!validation.valid) {
throw new Error(`Invalid MCP message: ${validation.errors.join(', ')}`);
}
}
Performance Testing
// Load testing with artillery
// artillery.yml
config:
target: 'http://localhost:3000'
phases:
- duration: 60
arrivalRate: 10
scenarios:
- name: "Tool calls"
requests:
- post:
url: "/mcp/call"
json:
tool: "filesystem"
action: "list"
params: { path: "/" }
Common Issues
Server Not Responding
# Check server status
curl -f http://localhost:3000/health
# Check process
ps aux | grep mcp
# Check logs
tail -f /var/log/mcp/server.log
Memory Leaks
// Monitor memory usage
setInterval(() => {
const usage = process.memoryUsage();
console.log('Memory usage:', {
rss: Math.round(usage.rss / 1024 / 1024) + 'MB',
heapUsed: Math.round(usage.heapUsed / 1024 / 1024) + 'MB',
heapTotal: Math.round(usage.heapTotal / 1024 / 1024) + 'MB'
});
}, 10000);
Automated Testing
CI/CD Pipeline
# .github/workflows/test.yml
name: Test MCP Server
on: [push, pull_request]
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- uses: actions/setup-node@v3
with:
node-version: '18'
- run: npm install
- run: npm run build
- run: npm test
- name: Start MCP server
run: npm start &
- name: Wait for server
run: sleep 5
- name: Test with MCP Inspector
run: mcp-inspector --test --server "http://localhost:3000"
FAQ
What is MCP Inspector and how do I use it?
MCP Inspector is a debugging tool that provides a web interface for testing MCP server functionality, inspecting protocol messages, and validating compliance with the MCP specification.
How do I test MCP servers locally before deployment?
Use a combination of MCP Inspector for interactive testing, unit tests for individual components, integration tests for end-to-end functionality, and load tests for performance validation.
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Last updated: September 21, 2025
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