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Go MCP Server Generator Agent Skill

Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk.

2k tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
1
copies elsewhere
how many repositories repackaged it
37394
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/github/awesome-copilot --skill go-mcp-server-generator

The instruction itself

12 sections, as written by the author

Go MCP Server Project Generator

Generate a complete, production-ready Model Context Protocol (MCP) server project in Go.

Project Requirements

You will create a Go MCP server with:

  • Project Structure: Proper Go module layout
  • Dependencies: Official MCP SDK and necessary packages
  • Server Setup: Configured MCP server with transports
  • Tools: At least 2-3 useful tools with typed inputs/outputs
  • Error Handling: Proper error handling and context usage
  • Documentation: README with setup and usage instructions
  • Testing: Basic test structure

Template Structure

myserver/
├── go.mod
├── go.sum
├── main.go
├── tools/
│   ├── tool1.go
│   └── tool2.go
├── resources/
│   └── resource1.go
├── config/
│   └── config.go
├── README.md
└── main_test.go

go.mod Template

module github.com/yourusername/{{PROJECT_NAME}}

go 1.23

require (
    github.com/modelcontextprotocol/go-sdk v1.0.0
)

main.go Template

package main

import (
    "context"
    "log"
    "os"
    "os/signal"
    "syscall"

    "github.com/modelcontextprotocol/go-sdk/mcp"
    "github.com/yourusername/{{PROJECT_NAME}}/config"
    "github.com/yourusername/{{PROJECT_NAME}}/tools"
)

func main() {
    cfg := config.Load()
    
    ctx, cancel := context.WithCancel(context.Background())
    defer cancel()

    // Handle graceful shutdown
    sigCh := make(chan os.Signal, 1)
    signal.Notify(sigCh, os.Interrupt, syscall.SIGTERM)
    go func() {
        <-sigCh
        log.Println("Shutting down...")
        cancel()
    }()

    // Create server
    server := mcp.NewServer(
        &mcp.Implementation{
            Name:    cfg.ServerName,
            Version: cfg.Version,
        },
        &mcp.Options{
            Capabilities: &mcp.ServerCapabilities{
                Tools:     &mcp.ToolsCapability{},
                Resources: &mcp.ResourcesCapability{},
                Prompts:   &mcp.PromptsCapability{},
            },
        },
    )

    // Register tools
    tools.RegisterTools(server)

    // Run server
    transport := &mcp.StdioTransport{}
    if err := server.Run(ctx, transport); err != nil {
        log.Fatalf("Server error: %v", err)
    }
}

tools/tool1.go Template

package tools

import (
    "context"
    "fmt"

    "github.com/modelcontextprotocol/go-sdk/mcp"
)

type Tool1Input struct {
    Param1 string `json:"param1" jsonschema:"required,description=First parameter"`
    Param2 int    `json:"param2,omitempty" jsonschema:"description=Optional second parameter"`
}

type Tool1Output struct {
    Result string `json:"result" jsonschema:"description=The result of the operation"`
    Status string `json:"status" jsonschema:"description=Operation status"`
}

func Tool1Handler(ctx context.Context, req *mcp.CallToolRequest, input Tool1Input) (
    *mcp.CallToolResult,
    Tool1Output,
    error,
) {
    // Validate input
    if input.Param1 == "" {
        return nil, Tool1Output{}, fmt.Errorf("param1 is required")
    }

    // Check context
    if ctx.Err() != nil {
        return nil, Tool1Output{}, ctx.Err()
    }

    // Perform operation
    result := fmt.Sprintf("Processed: %s", input.Param1)

    return nil, Tool1Output{
        Result: result,
        Status: "success",
    }, nil
}

func RegisterTool1(server *mcp.Server) {
    mcp.AddTool(server,
        &mcp.Tool{
            Name:        "tool1",
            Description: "Description of what tool1 does",
        },
        Tool1Handler,
    )
}

tools/registry.go Template

package tools

import "github.com/modelcontextprotocol/go-sdk/mcp"

func RegisterTools(server *mcp.Server) {
    RegisterTool1(server)
    RegisterTool2(server)
    // Register additional tools here
}

config/config.go Template

package config

import "os"

type Config struct {
    ServerName string
    Version    string
    LogLevel   string
}

func Load() *Config {
    return &Config{
        ServerName: getEnv("SERVER_NAME", "{{PROJECT_NAME}}"),
        Version:    getEnv("VERSION", "v1.0.0"),
        LogLevel:   getEnv("LOG_LEVEL", "info"),
    }
}

func getEnv(key, defaultValue string) string {
    if value := os.Getenv(key); value != "" {
        return value
    }
    return defaultValue
}

main_test.go Template

package main

import (
    "context"
    "testing"

    "github.com/yourusername/{{PROJECT_NAME}}/tools"
)

func TestTool1Handler(t *testing.T) {
    ctx := context.Background()
    input := tools.Tool1Input{
        Param1: "test",
        Param2: 42,
    }

    result, output, err := tools.Tool1Handler(ctx, nil, input)
    if err != nil {
        t.Fatalf("Tool1Handler failed: %v", err)
    }

    if output.Status != "success" {
        t.Errorf("Expected status 'success', got '%s'", output.Status)
    }

    if result != nil {
        t.Error("Expected result to be nil")
    }
}

README.md Template

# {{PROJECT_NAME}}

A Model Context Protocol (MCP) server built with Go.

## Description

{{PROJECT_DESCRIPTION}}

## Installation

\`\`\`bash
go mod download
go build -o {{PROJECT_NAME}}
\`\`\`

## Usage

Run the server with stdio transport:

\`\`\`bash
./{{PROJECT_NAME}}
\`\`\`

## Configuration

Configure via environment variables:

- `SERVER_NAME`: Server name (default: "{{PROJECT_NAME}}")
- `VERSION`: Server version (default: "v1.0.0")
- `LOG_LEVEL`: Logging level (default: "info")

## Available Tools

### tool1
{{TOOL1_DESCRIPTION}}

**Input:**
- `param1` (string, required): First parameter
- `param2` (int, optional): Second parameter

**Output:**
- `result` (string): Operation result
- `status` (string): Status of the operation

## Development

Run tests:

\`\`\`bash
go test ./...
\`\`\`

Build:

\`\`\`bash
go build -o {{PROJECT_NAME}}
\`\`\`

## License

MIT

Generation Instructions

When generating a Go MCP server:

  • Initialize Module: Create go.mod with proper module path
  • Structure: Follow the template directory structure
  • Type Safety: Use structs with JSON schema tags for all inputs/outputs
  • Error Handling: Validate inputs, check context, wrap errors
  • Documentation: Add clear descriptions and examples
  • Testing: Include at least one test per tool
  • Configuration: Use environment variables for config
  • Logging: Use structured logging (log/slog)
  • Graceful Shutdown: Handle signals properly

10. Transport: Default to stdio, document alternatives

Best Practices

  • Keep tools focused and single-purpose
  • Use descriptive names for types and functions
  • Include JSON schema documentation in struct tags
  • Always respect context cancellation
  • Return descriptive errors
  • Keep main.go minimal, logic in packages
  • Write tests for tool handlers
  • Document all exported functions

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How to use it

Copy the folder

Take github/go-mcp-server-generator from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.