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.
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
| Platform | Status | Evidence | What to check |
|---|---|---|---|
| Codex | Not declared | No explicit evidence | Portability before use |
| Claude Code | Not declared | No explicit evidence | Portability before use |
| Cursor | Not declared | No explicit evidence | Portability before use |
| Gemini CLI | Not declared | No explicit evidence | Portability before use |
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.
npx skills add https://github.com/github/awesome-copilot --skill "skills/go-mcp-server-generator"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
- 01
Usage
Run the server with stdio transport:
Run the server with stdio transport:\\\bash ./{{PROJECTNAME}} \\\ - 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 - 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 - 04
Template Structure
Review the “Template Structure” section in the pinned source before continuing.
Review and apply the “Template Structure” source section. - 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
| Signal | Value | Evidence type | Meaning |
|---|---|---|---|
| Quality score | 84/100 | Computed | Documentation, specificity, maintenance, and trust rules |
| Repository stars | 37,126 | Source | Repository attention, not individual Skill quality |
| Compatibility | 0 platforms | Source | Declared in the catalog source record |
| Usage guide | automated source guide | Editorial | Generated 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:
- 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.modwith 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
- 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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