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Popular MCP Servers

This project compiles a list of popular Model Context Protocol (MCP) servers based on Smithery.ai usage data. MCP is an open-source standard developed by Anthropic for establishing secure two-way connections between data sources and AI tools.
2.5 points
87

What is an MCP server?

An MCP server is an open-standard-based tool that allows developers to build secure two-way connections, enabling AI assistants to access external tools, data sources, and APIs.

How to use an MCP server?

By installing and configuring an MCP server, you can easily integrate your AI assistant with your data sources, enabling a more efficient workflow.

Use cases

MCP servers are suitable for application scenarios that require the integration of AI capabilities with external data, such as enterprise internal system integration, data analysis, and automated task management.

Key Features

Dynamic Problem SolvingSupports dynamic and reflective problem solving, providing a structured thinking process.
GitHub API AccessPerforms functions such as file operations, repository management, and search.
Enhanced Research CapabilitiesIntegrates Google Search, web content extraction, and research session tracking.

Advantages and Limitations

Advantages
High security to protect sensitive data
High flexibility, supporting the integration of multiple external tools
Limitations
Initial setup may be complex
Some advanced features require professional knowledge

How to Use

Install the MCP Server
Download and install the MCP server software.
Configure the Server
Configure the server parameters according to your needs.
Start the Server
Start the MCP server to begin service.

Usage Examples

Manage GitHub RepositoriesUse the GitHub MCP server to manage code repositories.
Enhance Search EnginesImprove search efficiency through Web Research.

Frequently Asked Questions

Does the MCP server support a multilingual environment?
How to ensure data security?

Related Resources

MCP Official Documentation
Learn about the MCP standards and technical details.
GitHub Example Project
View reference implementations on GitHub.
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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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
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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
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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
326
4.2 points
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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
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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
617
5 points
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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
558
5 points
Featured MCP Services
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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
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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
88
4.3 points
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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
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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.
TypeScript
6.7K
4.5 points
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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
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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.
TypeScript
5.2K
4.7 points
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