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Top MCP Servers

A curated collection of top - tier MCP servers for enhancing the development workflow in 2025, including various use cases such as web automation, GitHub integration, and persistent memory management.
2 points
17

What is an MCP server?

An MCP server is a set of tools and services for automating tasks, integrating with GitHub, and managing persistent knowledge storage. They are designed to improve development efficiency and collaboration.

How to use an MCP server?

Through simple commands or API calls, you can easily implement web automation, GitHub integration, and knowledge management.

Applicable scenarios

MCP servers are suitable for scenarios that require efficient web testing, GitHub project management, and long - term knowledge storage.

Main features

Web automationSupports headless browser operations using Playwright and Puppeteer.
GitHub integrationImplements functions such as repository management, issue tracking, and file operations.
Knowledge storageProvides persistent knowledge graph management and cross - session context retention.

Advantages and limitations

Advantages
Improve development efficiency
Simplify the handling of complex tasks
Support multiple programming languages
Limitations
Initial setup may be complex
Some advanced features require professional knowledge

How to use

Clone the code repository
Clone the MCP server's code repository to your local environment via Git.
Install dependencies
Run npm to install the required dependency libraries.
Configure environment variables
Create a.env file and add your GitHub personal access token.

Usage examples

Playwright weather checkUse Playwright to simulate browser requests to get real - time weather.
GitHub repository creationAutomatically generate a new GitHub repository through a script.

Frequently Asked Questions

How to start using an MCP server?
Which operating systems does the MCP server support?

Related resources

Official documentation
Comprehensively understand the functions and usage methods of the MCP server.
GitHub code repository
View the source code and contribute.
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
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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
348
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
837
4.3 points
A
Apple Notes MCP
A server that provides local Apple Notes database access for the Claude desktop client, supporting reading and searching of note content.
Python
215
4.3 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
332
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
116
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
624
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
562
5 points
C
Cloudflare
Changesets is a build tool for managing versions and releases in multi - package or single - package repositories.
TypeScript
1.5K
5 points
Featured MCP Services
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
837
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
97
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
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
150
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#
572
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
6.7K
4.5 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
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
289
4.5 points
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