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Awesome MCP Servers Ycg

Awesome MCP Servers is a carefully curated collection of MCP (Model Context Protocol) servers to extend the capabilities of large language models (LLMs). This project lists various MCP server implementations by function, covering multiple professional domains such as databases, fintech, and knowledge memory, and provides development framework resources.
2 points
17

What are MCP servers?

The Model Context Protocol (MCP) is an open protocol that allows AI models to securely interact with local and remote resources. MCP servers provide specific functional interfaces, enabling language models to perform tasks beyond their core capabilities.

How to use MCP servers?

You can connect to MCP servers through simple API calls or configurations without in - depth technical knowledge. Most servers provide clear documentation and sample code.

Use cases

Suitable for various scenarios that require extending AI capabilities, such as automated office work, data analysis, and cloud service management. It is particularly suitable for non - technical users to complete complex tasks through natural language instructions.

Main Features

Multi - domain supportCovers more than 20 professional domains such as art, finance, and cloud services
Easy integrationProvides SDKs in multiple languages and clear API documentation
Secure interactionAll interactions are encrypted and subject to permission control

Advantages and Limitations

Advantages
Use complex functions without coding
Support local and cloud deployment
Supported by an active developer community
Limitations
Some advanced features require technical knowledge
Performance depends on network conditions
The number of servers in some professional domains is limited

How to Use

Select a suitable server
Select a suitable MCP server from the classification list according to your needs
Install or connect
Install or configure the connection according to the server documentation
Start using
Use the server functions through natural language instructions or API calls

Usage Examples

Art researchUse the art - related MCP server to query information about artworks from a specific period
Financial analysisObtain real - time stock data through the financial MCP server and generate an analysis report

Frequently Asked Questions

Do MCP servers require payment?
How to ensure data security?
Can non - technical personnel use it?

Related Resources

MCP official website
Protocol specifications and core documentation
GitHub repository
Open - source code and examples
Community forum
Developer communication and technical support
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
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
349
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
840
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
216
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
335
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
119
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
625
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
563
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
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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
100
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.
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N
Notion Api MCP
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Python
153
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D
Duckduckgo MCP Server
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The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
840
4.3 points
U
Unity
Certified
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C#
575
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.
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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.
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5.2K
4.7 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
761
4.8 points
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