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.
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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.
Featured MCP Services

Duckduckgo MCP Server
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The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
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Gitlab MCP Server
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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.
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Notion Api MCP
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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.
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Unity
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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.
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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.
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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.
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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.
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