Testing MCP Endpoints

Learn how to test your MCP servers using various tools and methods to ensure they work correctly before publishing.

Testing Methods

You can test MCP endpoints using:

cURL - Command-line testing
Postman - GUI-based testing
MCP Inspector - Official testing tool
Custom Clients - Using MCP SDKs

Method 1: Testing with cURL

The fastest way to test MCP endpoints.

List Available Tools

curl -X POST https://ma2d.vercel.app/api/platform/YOUR_SERVER_ID/mcp \
  -H "Content-Type: application/json" \
  -d '{
    "jsonrpc": "2.0",
    "id": 1,
    "method": "tools/list"
  }'

Call a Tool

curl -X POST https://ma2d.vercel.app/api/platform/YOUR_SERVER_ID/mcp \
  -H "Content-Type: application/json" \
  -d '{
    "jsonrpc": "2.0",
    "id": 2,
    "method": "tools/call",
    "params": {
      "name": "get_weather",
      "arguments": {
        "city": "San Francisco"
      }
    }
  }'

List Resources

curl -X POST https://ma2d.vercel.app/api/platform/YOUR_SERVER_ID/mcp \
  -H "Content-Type: application/json" \
  -d '{
    "jsonrpc": "2.0",
    "id": 3,
    "method": "resources/list"
  }'

Read a Resource

curl -X POST https://ma2d.vercel.app/api/platform/YOUR_SERVER_ID/mcp \
  -H "Content-Type: application/json" \
  -d '{
    "jsonrpc": "2.0",
    "id": 4,
    "method": "resources/read",
    "params": {
      "uri": "weather://cities/supported"
    }
  }'

Method 2: Testing with Postman

Postman provides a GUI for API testing.

Setup

Open Postman
Create a new request
Set method to POST
Enter URL: https://ma2d.vercel.app/api/platform/YOUR_SERVER_ID/mcp
Add header: Content-Type: application/json

Test Tools/List

Body (raw JSON):

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/list"
}

Click Send.

Create Test Suite

Save requests in Postman:

Save request as “List Tools”
Create collection “MCP Server Tests”
Add more requests for different methods
Run entire collection for complete testing

Method 3: MCP Inspector

Official tool for testing MCP servers.

Installation

npx @modelcontextprotocol/inspector \
  https://ma2d.vercel.app/api/platform/YOUR_SERVER_ID/mcp

Features

The MCP Inspector provides:

Interactive interface
Tool discovery
Parameter forms
Response viewer
Error highlighting

Usage

Inspector opens in browser
Shows available tools automatically
Click a tool to see details
Fill in parameters
Click “Call” to test
View results

Method 4: Using MCP SDKs

Test programmatically with official SDKs.

TypeScript Example

import { Client } from '@modelcontextprotocol/sdk/client/index.js'
import { StreamableHTTPClientTransport } from '@modelcontextprotocol/sdk/client/streamable-http.js'
 
async function testServer() {
  const transport = new StreamableHTTPClientTransport({
    url: 'https://ma2d.vercel.app/api/platform/YOUR_SERVER_ID/mcp'
  })
 
  const client = new Client({
    name: 'test-client',
    version: '1.0.0'
  }, {
    capabilities: {}
  })
 
  await client.connect(transport)
 
  // Test: List tools
  const tools = await client.listTools()
  console.log('Tools:', tools)
 
  // Test: Call tool
  const result = await client.callTool({
    name: 'get_weather',
    arguments: { city: 'San Francisco' }
  })
  console.log('Result:', result)
}
 
testServer().catch(console.error)

Python Example

from mcp import Client
from mcp.client.streamable_http import StreamableHTTPClientTransport
 
async def test_server():
    transport = StreamableHTTPClientTransport(
        url='https://ma2d.vercel.app/api/platform/YOUR_SERVER_ID/mcp'
    )
 
    client = Client(name='test-client', version='1.0.0')
    await client.connect(transport)
 
    # Test: List tools
    tools = await client.list_tools()
    print('Tools:', tools)
 
    # Test: Call tool
    result = await client.call_tool(
        name='get_weather',
        arguments={'city': 'San Francisco'}
    )
    print('Result:', result)
 
import asyncio
asyncio.run(test_server())

Testing Checklist

Basic Functionality

Server responds to requests
tools/list returns all tools
tools/call executes successfully
resources/list returns resources
resources/read provides content
prompts/list shows prompts (if any)

Tool Testing

All tools listed correctly
Tool descriptions are clear
Input schemas validate properly
Required parameters enforced
Optional parameters work
Mock scenarios trigger correctly
Responses match output schema

Edge Cases

Invalid tool name returns error
Missing required parameter returns error
Invalid parameter type returns error
Unknown resource URI returns error
Empty requests handled gracefully

Error Handling

Error codes are correct (-32600, -32601, -32602, -32603)
Error messages are helpful
Stack traces not exposed in production

Automated Testing

Create Test Script

Save this as test-mcp.sh:

#!/bin/bash
 
ENDPOINT="https://ma2d.vercel.app/api/platform/YOUR_SERVER_ID/mcp"
 
echo "Testing MCP Server..."
 
# Test 1: List tools
echo "Test 1: List Tools"
curl -s -X POST $ENDPOINT \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}' \
  | jq '.result.tools | length'
 
# Test 2: Call tool with valid params
echo "Test 2: Call Tool (Valid)"
curl -s -X POST $ENDPOINT \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":2,"method":"tools/call","params":{"name":"get_weather","arguments":{"city":"San Francisco"}}}' \
  | jq '.result'
 
# Test 3: Call tool with missing param (should error)
echo "Test 3: Call Tool (Missing Param)"
curl -s -X POST $ENDPOINT \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":3,"method":"tools/call","params":{"name":"get_weather","arguments":{}}}' \
  | jq '.error.code'
 
echo "Tests complete!"

Run: chmod +x test-mcp.sh && ./test-mcp.sh

Monitoring Test Results

Success Indicators

✅ Status Code: 200 OK ✅ Response Format: Valid JSON-RPC 2.0 ✅ Result Field: Present (no error) ✅ Data Matches Schema: Follows output schema

Failure Indicators

❌ Status Code: 4xx or 5xx ❌ Error Field: Present with code and message ❌ Invalid JSON: Malformed response ❌ Timeout: No response within reasonable time

Common Test Scenarios

Scenario 1: New Tool Added

List tools to verify it appears
Call tool with valid parameters
Verify response format
Test edge cases

Scenario 2: Mock Scenario Updated

Call tool with scenario condition
Verify new mock data returned
Test fallback if condition not met

Scenario 3: Schema Changed

Call tool with old parameters (should fail or adapt)
Call tool with new parameters
Verify backward compatibility if needed

Performance Testing

Response Time

Measure endpoint performance:

time curl -X POST https://ma2d.vercel.app/api/platform/YOUR_SERVER_ID/mcp \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

Expected: < 500ms for most requests

Load Testing

Use Apache Bench:

ab -n 100 -c 10 -p request.json -T application/json \
  https://ma2d.vercel.app/api/platform/YOUR_SERVER_ID/mcp

-n 100: 100 requests total
-c 10: 10 concurrent requests

Next Steps

After testing:

Fix Issues - Address any errors found
Update Documentation - Reflect any changes
Check Compliance - Verify design rules
Publish - When tests pass, publish to Exchange

Creating Your First MCP Server - Build a server
Using Design Rules - Ensure quality
Publishing to Exchange - Share your work
API Reference - Complete endpoint docs

Need help? Check the MCP Methods Reference for complete method documentation.

Creating Your First MCP Server Creating Agent Cards