Sample MCP Server with SSE (Golang)

A Model Context Protocol (MCP) server implementation in Go using the official MCP Go SDK with Server-Sent Events (SSE) transport.

Features

This MCP server provides 3 tools:

1. calculate - Performs basic arithmetic operations (add, subtract, multiply, divide)
2. generate_uuid - Generates a random UUID (v4)
3. reverse_string - Reverses a given string

Requirements

• Go 1.23 or later
• Docker (for containerization)
• Kubernetes cluster (for deployment)

Architecture

Built with the official MCP Go SDK (github.com/modelcontextprotocol/go-sdk), this server:

• Uses the SDK's built-in SSE transport implementation
• Automatically handles JSON-RPC 2.0 protocol
• Provides comprehensive logging for debugging
• Includes CORS support for browser-based clients

Endpoints

• /sse - SSE endpoint for establishing the event stream (handled by SDK)
• /health - Health check endpoint

Installation

cd sample-mcp-server-sse
go mod download
go build -o mcp-server

Running the Server

./mcp-server

The server will start on http://localhost:8080

Kubernetes Deployment

Build and Push Docker Image

cd sample-mcp-server-sse

# Build for linux/amd64 architecture
docker build -t aliok/mcp-server-sse:latest .

# Push to Docker Hub (or your registry)
docker push aliok/mcp-server-sse:latest

Note: Replace aliok with your Docker Hub username or registry path. The Dockerfile is configured to build for linux/amd64 architecture.

Deploy to Kubernetes

Deploy using kubectl:

# Apply manifests
kubectl apply -f k8s/

Note: The deployment uses aliok/mcp-server-sse:latest. Update k8s/deployment.yaml if using a different registry.

Verify Deployment

# Check deployment status
kubectl get deployments mcp-server-sse

# Check pods
kubectl get pods -l app=mcp-server-sse

# Check service
kubectl get svc mcp-server-sse

Access the Service

Using kubectl proxy (for remote clusters)

For remote Kubernetes clusters, use kubectl proxy to access the service:

# Start kubectl proxy (this will run in the foreground)
kubectl proxy --port=8001

The service will be available at:

http://localhost:8001/api/v1/namespaces/default/services/mcp-server-sse:http/proxy/

For the SSE endpoint specifically:

http://localhost:8001/api/v1/namespaces/default/services/mcp-server-sse:http/proxy/sse

For the health endpoint:

http://localhost:8001/api/v1/namespaces/default/services/mcp-server-sse:http/proxy/health

Port Forward (for testing)

kubectl port-forward svc/mcp-server-sse 8080:80

Then access at http://localhost:8080

Ingress (for production)

Create an Ingress resource to expose the service:

apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
  name: mcp-server-sse
  annotations:
    nginx.ingress.kubernetes.io/rewrite-target: /
spec:
  rules:
  - host: mcp-server.example.com
    http:
      paths:
      - path: /
        pathType: Prefix
        backend:
          service:
            name: mcp-server-sse
            port:
              number: 80

Kubernetes Configuration

The deployment includes:

• Replicas: 2 pods for high availability
• Health Checks: Liveness and readiness probes on /health
• Resources: CPU and memory limits configured
• Service: ClusterIP service on port 80

To scale the deployment:

kubectl scale deployment mcp-server-sse --replicas=3

Clean Up

kubectl delete -k k8s/

Testing with MCP Inspector

The MCP Inspector is a visual interface for testing and debugging MCP servers. It provides an interactive way to explore your server's tools and test them without writing code.

Prerequisites

Install the MCP Inspector:

npx @modelcontextprotocol/inspector

Running the Inspector

1. Start your MCP server and make it accessible:

# Local development
./mcp-server

# Or with kubectl proxy (for remote clusters)
kubectl proxy --port=8001

# Or with Kubernetes port-forward
kubectl port-forward svc/mcp-server-sse 8080:80

1. In a new terminal, launch the inspector with your server's SSE endpoint:

# For local development
npx @modelcontextprotocol/inspector http://localhost:8080/sse

# For kubectl proxy (remote clusters)
npx @modelcontextprotocol/inspector http://localhost:8001/api/v1/namespaces/default/services/mcp-server-sse:http/proxy/sse

# For port-forward
npx @modelcontextprotocol/inspector http://localhost:8080/sse

1. The inspector will open in your browser, showing:
   • Server Info: Connection status and server capabilities
   • Tools Tab: List of all 3 available tools (calculate, generate_uuid, reverse_string)
   • Interactive Testing: Forms to call each tool with parameters

Using the Inspector

Test the Calculate Tool:

1. Click on the "Tools" tab
2. Select "calculate" from the list
3. Fill in the parameters:
   • operation: "add"
   • a: 10
   • b: 5
4. Click "Call Tool" to see the result

Test the Generate UUID Tool:

1. Select "generate_uuid"
2. Click "Call Tool" (no parameters needed)
3. View the generated UUID

Test the Reverse String Tool:

1. Select "reverse_string"
2. Enter text: "Hello, World!"
3. Click "Call Tool" to see the reversed string

The inspector provides immediate feedback and makes it easy to verify your server is working correctly before integrating it into your application.

Logging and Debugging

The server includes comprehensive logging to help diagnose connection and protocol issues. All logs are written to stdout with timestamps and categorized by component.

Log Categories

• [MAIN] - Server startup and initialization
• [SSE] - SSE connection lifecycle (establish, ping, close)
• [MESSAGE] - HTTP message endpoint requests
• [HANDLER] - JSON-RPC request processing
• [INIT] - Client initialization
• [TOOL] - Tool execution
• [HEALTH] - Health check requests
• [WARN] - Unknown endpoints or warnings

Example Log Output

2026-01-20 10:30:15.123456 main.go:428: ========================================
2026-01-20 10:30:15.123789 main.go:429: MCP SSE Server Starting
2026-01-20 10:30:15.123890 main.go:430: ========================================
2026-01-20 10:30:15.124001 main.go:432: [MAIN] Server initialized with 3 tools
2026-01-20 10:30:15.124112 main.go:434: [MAIN] - Tool: calculate (Performs basic arithmetic calculations (add, subtract, multiply, divide))
2026-01-20 10:30:15.124223 main.go:434: [MAIN] - Tool: generate_uuid (Generates a random UUID (v4))
2026-01-20 10:30:15.124334 main.go:434: [MAIN] - Tool: reverse_string (Reverses the given string)
2026-01-20 10:30:15.124445 main.go:458: [MAIN] Server ready and listening on :8080

# SSE Connection
2026-01-20 10:30:20.567890 main.go:302: [SSE] New connection from 127.0.0.1:54321 GET /sse
2026-01-20 10:30:20.568001 main.go:303: [SSE] Headers: User-Agent=Mozilla/5.0, Origin=http://localhost:3000
2026-01-20 10:30:20.568112 main.go:330: [SSE] Sending endpoint URL: http://localhost:8080/message
2026-01-20 10:30:20.568223 main.go:333: [SSE] Connection established successfully for 127.0.0.1:54321

# JSON-RPC Request
2026-01-20 10:30:21.123456 main.go:361: [MESSAGE] Request from 127.0.0.1:54322 POST /message
2026-01-20 10:30:21.123567 main.go:138: [HANDLER] Processing method: initialize
2026-01-20 10:30:21.123678 main.go:147: [HANDLER] Initialize request from client: test-client v1.0.0
2026-01-20 10:30:21.123789 main.go:170: [INIT] Protocol version requested: 2024-11-05
2026-01-20 10:30:21.123890 main.go:183: [INIT] Server initialized successfully, protocol version: 2024-11-05
2026-01-20 10:30:21.124001 main.go:397: [MESSAGE] Request completed successfully: method=initialize

Troubleshooting Common Issues

Connection Issues:

If you see no [SSE] logs:

• Check firewall settings
• Verify the server is listening on the correct port
• Check network connectivity

If SSE connection closes immediately:

• Look for [SSE] Connection closed by client - indicates client disconnected
• Check for ERROR: Streaming not supported - server doesn't support SSE

Request Failures:

If you see ERROR: Method not allowed:

• The endpoint received wrong HTTP method (e.g., GET instead of POST for /message)
• Check CORS preflight requests with [SSE] Handling OPTIONS preflight request

If you see ERROR: Failed to parse JSON-RPC request:

• Request body is not valid JSON
• Check the request format matches JSON-RPC 2.0 spec

If you see ERROR: Unknown method:

• The requested JSON-RPC method is not supported
• Valid methods: initialize, tools/list, tools/call

Tool Execution Issues:

If you see ERROR: Unknown tool requested:

• Tool name doesn't match available tools: calculate, generate_uuid, reverse_string

Viewing Logs in Kubernetes

# View logs from all pods
kubectl logs -l app=mcp-server-sse --all-containers=true

# Follow logs in real-time
kubectl logs -f deployment/mcp-server-sse

# View logs from specific pod
kubectl logs <pod-name>

# View logs with timestamps
kubectl logs <pod-name> --timestamps

Usage

The easiest way to interact with this MCP server is using the MCP Inspector or any MCP-compatible client.

Using the MCP Inspector (Recommended)

# Start the server
./mcp-server

# In another terminal, run the inspector
npx @modelcontextprotocol/inspector http://localhost:8080/sse

The inspector provides a web UI to:

• View all available tools
• Test tools with interactive forms
• See request/response logs

Using MCP Client Libraries

For programmatic access, use an MCP client library:

TypeScript/JavaScript:

import { Client } from "@modelcontextprotocol/sdk/client/index.js";
import { SSEClientTransport } from "@modelcontextprotocol/sdk/client/sse.js";

const transport = new SSEClientTransport(
  new URL("http://localhost:8080/sse")
);
const client = new Client({ name: "my-client", version: "1.0.0" }, {});
await client.connect(transport);

// List tools
const tools = await client.listTools();

// Call a tool
const result = await client.callTool({
  name: "calculate",
  arguments: { operation: "add", a: 10, b: 5 }
});

Python:

from mcp import ClientSession, StdioServerParameters
from mcp.client.sse import sse_client

async with sse_client("http://localhost:8080/sse") as (read, write):
    async with ClientSession(read, write) as session:
        # Initialize
        await session.initialize()

        # List tools
        tools = await session.list_tools()

        # Call tool
        result = await session.call_tool("calculate", {
            "operation": "add",
            "a": 10,
            "b": 5
        })

Direct SSE Connection

You can also connect directly to the SSE endpoint:

curl -N http://localhost:8080/sse

The server will send SSE events with the message endpoint URL and keep the connection alive.

Tool Specifications

1. calculate

Performs basic arithmetic calculations.

Parameters:

• operation (string, required): One of "add", "subtract", "multiply", "divide"
• a (number, required): First operand
• b (number, required): Second operand

Example:

{
  "operation": "multiply",
  "a": 7,
  "b": 6
}

2. generate_uuid

Generates a random UUID v4.

Parameters: None

3. reverse_string

Reverses the provided string.

Parameters:

• text (string, required): The string to reverse

Example:

{
  "text": "Hello, World!"
}

Protocol

This server uses the official MCP Go SDK which implements the MCP protocol version 2024-11-05 with SSE transport. The SDK handles all JSON-RPC 2.0 communication, session management, and transport concerns.

Dependencies

• github.com/modelcontextprotocol/go-sdk - Official MCP Go SDK
• github.com/google/uuid - UUID generation for the generate_uuid tool

Resources

• MCP Go SDK
• MCP Documentation
• MCP Inspector

License

MIT