Gin MCP
Gin-MCP is a zero-configuration Gin to MCP bridge library that automatically exposes existing Gin API endpoints as MCP tools for instant integration with MCP-compatible clients.
2.5 points
9.4K

What is Gin-MCP?

Gin-MCP is a smart adapter that connects your existing Gin web API to AI development tools through the Model Context Protocol (MCP). It automatically makes your API endpoints available as tools that AI assistants can understand and use.

How to use Gin-MCP?

Simply add Gin-MCP to your existing Gin application with one line of code. It will automatically discover your API routes and generate the necessary MCP tool definitions without any manual configuration.

When should I use it?

Perfect when you want to: - Quickly make your API available to AI coding assistants - Avoid writing boilerplate MCP integration code - Maintain your existing Gin application without modifications - Get started with MCP in minutes

Key Features

Automatic Route Discovery
Automatically finds all registered Gin routes without manual registration
Smart Schema Inference
Generates MCP tool schemas automatically from your route parameters and request/response types
Seamless Gin Integration
Mounts directly onto your existing Gin engine with minimal setup
Customizable When Needed
Override automatic behavior with manual schemas for specific routes when required
Advantages
Zero configuration works out of the box
No changes needed to existing Gin application
Saves hours of manual MCP integration work
Automatically stays in sync with your API changes
Flexible when you need customization
Limitations
Automatic schema inference may not cover all edge cases
Requires explicit BaseURL configuration for production
Currently focused on Gin framework (other frameworks may need separate solutions)

Getting Started

Install the package
Add Gin-MCP to your project using Go modules
Initialize in your Gin app
Create the MCP server instance with basic configuration
Mount the endpoint
Choose where to expose the MCP server in your Gin router
Connect your AI client
Point your MCP-compatible client (like Cursor) to your MCP endpoint

Example Scenarios

Basic API Exposure
Make a simple CRUD API immediately available to AI assistants
Complex Parameter Handling
Handle advanced query parameters with custom schemas

Frequently Asked Questions

Do I need to change my existing Gin routes?
How do I exclude sensitive endpoints?
Can I use this in production?

Additional Resources

Official MCP Documentation
Learn about the Model Context Protocol standard
Gin Web Framework
Documentation for the Gin web framework
Cursor AI
MCP-compatible AI coding assistant

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

V
Vestige
Vestige is an AI memory engine based on cognitive science. By implementing 29 neuroscience modules such as prediction error gating, FSRS - 6 spaced repetition, and memory dreaming, it provides long - term memory capabilities for AI. It includes a 3D visualization dashboard and 21 MCP tools, runs completely locally, and does not require the cloud.
Rust
10.5K
4.5 points
M
Moltbrain
MoltBrain is a long-term memory layer plugin designed for OpenClaw, MoltBook, and Claude Code, capable of automatically learning and recalling project context, providing intelligent search, observation recording, analysis statistics, and persistent storage functions.
TypeScript
10.1K
4.5 points
B
Bm.md
A feature-rich Markdown typesetting tool that supports multiple style themes and platform adaptation, providing real-time editing preview, image export, and API integration capabilities
TypeScript
14.8K
5 points
S
Security Detections MCP
Security Detections MCP is a server based on the Model Context Protocol that allows LLMs to query a unified security detection rule database covering Sigma, Splunk ESCU, Elastic, and KQL formats. The latest version 3.0 is upgraded to an autonomous detection engineering platform that can automatically extract TTPs from threat intelligence, analyze coverage gaps, generate SIEM-native format detection rules, run tests, and verify. The project includes over 71 tools, 11 pre-built workflow prompts, and a knowledge graph system, supporting multiple SIEM platforms.
TypeScript
6.7K
4 points
P
Paperbanana
Python
8.9K
5 points
B
Better Icons
An MCP server and CLI tool that provides search and retrieval of over 200,000 icons, supports more than 150 icon libraries, and helps AI assistants and developers quickly obtain and use icons.
TypeScript
9.7K
4.5 points
A
Assistant Ui
assistant - ui is an open - source TypeScript/React library for quickly building production - grade AI chat interfaces, providing composable UI components, streaming responses, accessibility, etc., and supporting multiple AI backends and models.
TypeScript
10.0K
5 points
A
Apify MCP Server
The Apify MCP Server is a tool based on the Model Context Protocol (MCP) that allows AI assistants to extract data from websites such as social media, search engines, and e-commerce through thousands of ready-to-use crawlers, scrapers, and automation tools (Apify Actors). It supports OAuth and Skyfire proxy payment and can be integrated into MCP clients such as Claude and VS Code through HTTPS endpoints or local stdio.
TypeScript
8.7K
5 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
39.1K
5 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
24.8K
4.5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
81.4K
4.3 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
28.4K
4.3 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
38.4K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
69.4K
4.5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
24.9K
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
55.3K
4.8 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2026AIBase