M

MCP Servers For Developers

This document categorizes and organizes various Model Context Protocol (MCP) servers to help developers integrate AI models with resources such as databases, file systems, APIs, cloud services, and automation tools.
2 points
27

What is an MCP Server?

The MCP (Model Context Protocol) server is a middleware tool designed to help developers interact with local or remote resources through AI models. These resources include file systems, databases, cloud storage, development tools, etc.

How to Use an MCP Server?

Users can connect to the MCP server through simple configuration and commands, and then access various resources and perform operations. For example, uploading files, querying databases, or controlling automated tasks.

Applicable Scenarios

The MCP server is suitable for scenarios that require the integration of AI models with multiple types of resources, such as enterprise-level application development, data analysis, and optimization of automated processes.

Main Features

File System AccessAllows AI models to directly access local or remote file systems, supporting reading, writing, and managing files.
Database QuerySupports the connection and operation of multiple databases (such as PostgreSQL and MySQL), providing SQL query and data analysis capabilities.
Version Control System IntegrationSupports seamless docking with version control systems such as Git, GitHub, and GitLab, facilitating code management and collaboration.
AI Service IntegrationProvides support for mainstream AI services such as OpenAI and HuggingFace, enhancing model functionality.

Advantages and Limitations

Advantages
Simplify complex resource configuration and operation processes
Support a unified interface for multiple platforms and various resource types
Improve work efficiency and reduce development costs
Limitations
Some advanced features may require additional configuration
Some services may be restricted by the network environment

How to Use

Install the MCP Server
Download and install the MCP server software, ensuring that the environment meets the minimum requirements.
Configure Connection Parameters
Set the connection information of the target resources according to your needs, such as the database URL and API key.
Test the Connection
Run a test command to verify the connection status with the resources.

Usage Examples

File Upload ExampleUpload a local file to remote storage through the MCP server.
Database Query ExampleRetrieve user data from a PostgreSQL database.

Frequently Asked Questions

Does the MCP server support a multilingual environment?
How to handle the problem of insufficient permissions?

Related Resources

Official Documentation
Detailed installation guides and user manuals
GitHub Code Repository
Source code repository and community discussion area
Tutorial Video
Quick start video demonstration
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
Z
Zen MCP Server
Zen MCP is a multi-model AI collaborative development server that provides enhanced workflow tools and cross-model context management for AI coding assistants such as Claude and Gemini CLI. It supports seamless collaboration of multiple AI models to complete development tasks such as code review, debugging, and refactoring, and can maintain the continuation of conversation context between different workflows.
Python
15
5 points
O
Opendia
OpenDia is an open - source browser extension tool that allows AI models to directly control the user's browser, perform automated operations using existing login status, bookmarks and other data, support multiple browsers and AI models, and focus on privacy protection.
JavaScript
11
5 points
C
Container Use
Container Use is an open-source tool that provides a containerized isolated environment for coding agents, supporting parallel development of multiple agents without interference.
Go
11
5 points
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.
698
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
374
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
888
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
261
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
359
4.2 points
Featured MCP Services
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
150
4.3 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
199
4.5 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
1.8K
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
888
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#
613
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
332
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
795
4.8 points
AIbase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIbase