M

MCP Relay Mind Server

MCP Server is a middleware server that serves as a bridge between the Cursor IDE and AI models, validating AI responses using project context and Gemini.
2 points
13

What is MCP Server?

MCP Server is an intelligent middleware that serves as a bridge between the Cursor IDE and AI models. It can understand your project context and ensure that the code and suggestions generated by AI are consistent with your project requirements.

How to use MCP Server?

Simply configure MCP Server in your development environment, and it will automatically start working. It will analyze your project files and provide more accurate suggestions when using AI features in the Cursor IDE.

Use cases

It is particularly suitable for development teams that need AI-assisted programming, ensuring that the code generated by AI is consistent with the style and architecture of existing projects. It is also suitable for individual developers who want to get a more accurate AI programming assistant.

Main features

Project context managementAutomatically analyze and maintain your project context, enabling AI to understand the structure of your codebase
AI response validationUse the Gemini API to validate the responses generated by AI, ensuring their accuracy and relevance
Real-time context updatesAutomatically update the context when your project changes, keeping AI suggestions up-to-date
Comprehensive logging systemRecord all interactions in detail for easy debugging and optimization of AI suggestions

Advantages and limitations

Advantages
Improve the quality and relevance of AI-generated code
Reduce the time for manual verification of AI suggestions
Maintain code style consistency
Easy to integrate into existing development workflows
Limitations
A Google Cloud account is required to obtain access to the Gemini API
More resources may be needed to maintain the context for large projects
Some technical knowledge is required for initial setup

How to use

Installation preparation
Ensure that you have installed Node.js (v14+), npm/yarn, and have a Google Cloud account
Clone and install
Clone the repository and install dependencies
Configure the environment
Copy.env.example to.env and fill in your Gemini API key
Build and run
Build the project and start the server

Usage examples

Generate functions that conform to the project styleWhen you request AI to generate a function in the Cursor IDE, MCP Server will ensure that the generated code conforms to the coding specifications and style of your project
Verify API compatibilityWhen AI suggests using a certain library or API, MCP Server will check whether it is compatible with your project dependencies

Frequently Asked Questions

Do I need to modify my existing project to use MCP Server?
Will MCP Server affect the performance of the Cursor IDE?
How to obtain a Gemini API key?

Related resources

Cursor IDE official documentation
A complete guide to using the Cursor IDE
Gemini API documentation
Official documentation for the Google Gemini API
MCP Server GitHub repository
Project source code and issue tracking
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
N
Notte Browser
Certified
Notte is an open-source full-stack network AI agent framework that provides browser sessions, automated LLM-driven agents, web page observation and operation, credential management, etc. It aims to transform the Internet into an agent-friendly environment and reduce the cognitive burden of LLMs by describing website structures in natural language.
661
4.5 points
S
Search1api
The Search1API MCP Server is a server based on the Model Context Protocol (MCP), providing search and crawling functions, and supporting multiple search services and tools.
TypeScript
343
4 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
830
4.3 points
B
Bing Search MCP
An MCP server for integrating Microsoft Bing Search API, supporting web page, news, and image search functions, providing network search capabilities for AI assistants.
Python
229
4 points
M
MCP Alchemy
Certified
MCP Alchemy is a tool that connects Claude Desktop to multiple databases, supporting SQL queries, database structure analysis, and data report generation.
Python
325
4.2 points
P
Postgresql MCP
A PostgreSQL database MCP service based on the FastMCP library, providing CRUD operations, schema inspection, and custom SQL query functions for specified tables.
Python
112
4 points
M
MCP Scan
MCP-Scan is a security scanning tool for MCP servers, used to detect common security vulnerabilities such as prompt injection, tool poisoning, and cross-domain escalation.
Python
616
5 points
A
Agentic Radar
Agentic Radar is a security scanning tool for analyzing and assessing agentic systems, helping developers, researchers, and security experts understand the workflows of agentic systems and identify potential vulnerabilities.
Python
557
5 points
Featured MCP Services
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
141
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
830
4.3 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
1.7K
5 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
87
4.3 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
6.7K
4.5 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#
567
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
754
4.8 points
C
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
5.2K
4.7 points
AIbase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIbase