mcp-go-tools

MCP.Pizza Chef: ksysoev

mcp-go-tools is a specialized Model Context Protocol (MCP) server designed to enhance Language Models' ability to generate and understand idiomatic Go code. It provides comprehensive style guidelines, best practices, and code generation tailored specifically for the Go programming language. By integrating mcp-go-tools, developers and AI systems can ensure that generated Go code adheres to established conventions and patterns, improving code quality, maintainability, and consistency. This server supports real-time context feeding into LLMs, enabling them to produce Go code that aligns with professional standards and community-accepted idioms.

Use This MCP server To

Generate idiomatic Go code snippets Enforce Go style guidelines in code generation Provide best practice recommendations for Go code Assist LLMs in understanding Go code structure Automate Go code review and improvement suggestions Integrate Go code generation into AI workflows

README

MCP GO Tools

Tests CodeQL codecov Go Report Card License: MIT

A Go-focused Model Context Protocol (MCP) server that provides idiomatic Go code generation, style guidelines, and best practices. This tool helps Language Models understand and generate high-quality Go code following established patterns and conventions.

Note: This project is under active development. The following features are currently being implemented:

  • Go-specific code pattern recognition and generation
  • Idiomatic Go code style enforcement
  • Go project structure templates

The project follows clean architecture principles and is designed for extensibility.

About MCP Protocol

The Model Context Protocol (MCP) is implemented using the github.com/metoro-io/mcp-golang library. The server:

  • Uses stdio transport for communication
  • Supports graceful shutdown
  • Handles concurrent operations using errgroups
  • Provides Go-specific code generation tools

Installation

go install github.com/ksysoev/mcp-go-tools/cmd/mcp-go-tools@latest

Features

  • Go-specific code generation and style guidelines
  • Command-line interface built with Cobra
  • Flexible configuration using YAML/JSON files
  • Structured logging with slog
    • File output support with --log-file flag (writes to file instead of stdout)
    • JSON and text formats
    • Configurable log levels
    • Debug logging for request tracking
  • Server management commands
  • Signal handling for graceful shutdown

Quick Start

Basic Command Structure

mcp-go-tools [command] [flags]

For detailed usage examples and patterns, see USAGE.md.

Common Commands

Start Server

Starts the MCP server with the specified configuration:

mcp-go-tools start --config config.yaml

Run with File Logging

Run the server with logs written to a file instead of stdout:

# JSON format (default)
mcp-go-tools start --config config.yaml --log-file=server.log

# Text format with debug level for request tracking
mcp-go-tools start --config config.yaml --log-file=server.log --log-text --log-level=debug

Note: When --log-file is provided, logs will be written only to the specified file, not to stdout.

Architecture

The application follows a clean, layered architecture typical of Go projects:

  1. API Layer (pkg/api)

    • Handles MCP protocol communication via stdio transport
    • Manages server lifecycle with graceful shutdown
    • Implements Go code generation tools
    • Uses errgroups for concurrent operations
  2. Core Layer (pkg/core)

    • Implements Go code pattern recognition
    • Manages code style rules
    • Processes MCP requests
    • Designed for extensibility with interface-based components
  3. Repository Layer (pkg/repo)

    • Manages Go code patterns and templates
    • Supports named resource definitions
    • Implements simple data persistence
    • Uses Viper for resource configuration mapping
  4. Command Layer (pkg/cmd)

    • Implements CLI commands
    • Handles configuration and logging setup

Global Flags

--config string      Config file path
--log-level string   Log level (debug, info, warn, error) (default "info")
--log-text          Log in text format, otherwise JSON
--log-file string   Log file path (if set, logs to stdout)

Configuration File

The tool supports configuration via a JSON/YAML file. Specify the config file path using the --config flag. See example.config.yaml for Go-specific patterns and rules.

Project Structure

.
├── cmd/
│   └── mcp-go-tools/              # Main application entry point
├── pkg/
│   ├── api/             # API service implementation
│   ├── cmd/             # Command implementations
│   ├── core/            # Core business logic
│   └── repo/            # Data repositories

Dependencies

  • Go 1.23.4 or higher
  • github.com/metoro-io/mcp-golang - MCP protocol implementation
  • github.com/spf13/cobra - CLI framework
  • github.com/spf13/viper - Configuration management
  • golang.org/x/sync - Synchronization primitives

Development

Project Status

The project is in active development with the following components:

  • ✅ CLI framework and command structure
  • ✅ Configuration management
  • ✅ MCP protocol integration
  • ✅ Idiomatic Go code generation
  • ✅ Go project templates
  • ✅ Mockery support
  • 🚧 Add integration linters

Building from Source

go build -o mcp-go-tools ./cmd/mcp-go-tools

Running Tests

go test ./...

Using with Cline

To use this MCP server with Cline, add it to Cline's MCP settings

Add the following configuration to the mcpServers object in the settings file:

{
  "mcpServers": {
    "code-tools": {
      "command": "mcp-go-tools",
      "args": ["server", "--config=/Users/user/mcp-go-tools/example.config.yaml"],
      "env": {}
    }
  }
}

Custom instructions example:

Use project template to initialize new applications in GoLang, it's available in MCP server code-tools `codestyle` with category `template`

Every time you need to generate code use MCP server code-tools to `codestyle` for required category `code`, `documentation`, `testing`

example of request to MCP server code-tool:
{
  "method": "tools/call",
  "params": {
    "name": "codestyle",
    "arguments": {
      "categories": "testing" #Comma separate list
    },
  }
}

Before finishing task you should run `golangci-lint` and recursively address issues until all issues are fixed

to fix field alignment issues you should use `fieldalignment -fix ./...`

License

This project is licensed under the MIT License - see the LICENSE file for details.

mcp-go-tools FAQ

How do I integrate mcp-go-tools with my existing MCP client?
You can connect mcp-go-tools by configuring your MCP client to communicate with the server's API endpoint, enabling real-time Go code context and generation support.
Does mcp-go-tools support custom Go style configurations?
Currently, mcp-go-tools follows standard Go style guidelines and best practices, but future updates may include support for custom style configurations.
Can mcp-go-tools help improve code quality in Go projects?
Yes, by providing idiomatic code generation and best practice recommendations, mcp-go-tools helps maintain high-quality, consistent Go code.
Is mcp-go-tools compatible with multiple LLM providers?
Yes, mcp-go-tools is designed to work with various LLMs including OpenAI, Anthropic Claude, and Google Gemini, ensuring broad compatibility.
What kind of Go code patterns does mcp-go-tools support?
It supports common idiomatic Go patterns, including error handling, concurrency, struct usage, and interface implementations.
How is mcp-go-tools tested and maintained?
The project includes continuous integration with tests, code scanning, and coverage reports to ensure reliability and quality.
What license governs the use of mcp-go-tools?
mcp-go-tools is released under the MIT License, allowing flexible use and modification.