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github/awesome-copilot/skills/go-mcp-server-generator/SKILL.md

go-mcp-server-generator

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

Source repository stars
37,126
Declared platforms
0
Static risk flags
0
Last source update
2026-07-28
Source checked
2026-07-28

Decision brief

What it does—and where it fits

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

Best for

    Not for

    • Tasks that require unconfirmed production actions or broad system permissions.
    • Environments where the pinned source and install steps cannot be inspected.

    Compatibility matrix

    Platform support, with evidence labels

    PlatformStatusEvidenceWhat to check
    CodexNot declaredNo explicit evidencePortability before use
    Claude CodeNot declaredNo explicit evidencePortability before use
    CursorNot declaredNo explicit evidencePortability before use
    Gemini CLINot declaredNo explicit evidencePortability before use
    Open the compatibility checker

    Installation

    Inspect first. Install second.

    The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

    Source-detected install commandSource
    npx skills add https://github.com/github/awesome-copilot --skill "skills/go-mcp-server-generator"
    Safe inspection promptEditorial

    Inspect the Agent Skill "go-mcp-server-generator" from https://github.com/github/awesome-copilot/blob/9933dcad5be5caeb288cebcd370eeeb2fc2f1685/skills/go-mcp-server-generator/SKILL.md at commit 9933dcad5be5caeb288cebcd370eeeb2fc2f1685. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

    Workflow

    What the source asks the agent to do

    1. 01

      Usage

      Run the server with stdio transport:

      Run the server with stdio transport:\\\bash ./{{PROJECTNAME}} \\\
    2. 02

      Generation Instructions

      When generating a Go MCP server:

      Initialize Module: Create go.mod with proper module pathStructure: Follow the template directory structureType Safety: Use structs with JSON schema tags for all inputs/outputs
    3. 03

      Project Requirements

      You will create a Go MCP server with:

      Project Structure: Proper Go module layoutDependencies: Official MCP SDK and necessary packagesServer Setup: Configured MCP server with transports
    4. 04

      Template Structure

      Review the “Template Structure” section in the pinned source before continuing.

      Review and apply the “Template Structure” source section.
    5. 05

      go.mod Template

      Review the “go.mod Template” section in the pinned source before continuing.

      Review and apply the “go.mod Template” source section.

    Permission review

    Static risk signals and limitations

    No configured static risk pattern was detected

    This is not proof of safety. Runtime behavior, indirect dependencies, and hidden external systems are outside the static scan.

    Evidence record

    Why each signal appears

    EvidenceSourceComputedTestedEditorial
    SignalValueEvidence typeMeaning
    Quality score84/100ComputedDocumentation, specificity, maintenance, and trust rules
    Repository stars37,126SourceRepository attention, not individual Skill quality
    Compatibility0 platformsSourceDeclared in the catalog source record
    Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

    Pinned source

    Provenance and original SKILL.md

    Repository
    github/awesome-copilot
    Skill path
    skills/go-mcp-server-generator/SKILL.md
    Commit
    9933dcad5be5caeb288cebcd370eeeb2fc2f1685
    License
    MIT
    Collected
    2026-07-28
    Default branch
    main
    View the original SKILL.md

    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:

    1. Project Structure: Proper Go module layout
    2. Dependencies: Official MCP SDK and necessary packages
    3. Server Setup: Configured MCP server with transports
    4. Tools: At least 2-3 useful tools with typed inputs/outputs
    5. Error Handling: Proper error handling and context usage
    6. Documentation: README with setup and usage instructions
    7. 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:

    1. Initialize Module: Create go.mod with proper module path
    2. Structure: Follow the template directory structure
    3. Type Safety: Use structs with JSON schema tags for all inputs/outputs
    4. Error Handling: Validate inputs, check context, wrap errors
    5. Documentation: Add clear descriptions and examples
    6. Testing: Include at least one test per tool
    7. Configuration: Use environment variables for config
    8. Logging: Use structured logging (log/slog)
    9. 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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