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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.
Developer toolsArtificial intelligence chatbots#AI Connection#Data Protocol#Open-Source Tool
2.5 points
12.1K
Open Site

Overview

Content Details

Alternatives

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 Solving
Supports dynamic and reflective problem solving, providing a structured thinking process.
GitHub API Access
Performs functions such as file operations, repository management, and search.
Enhanced Research Capabilities
Integrates Google Search, web content extraction, and research session tracking.
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 Repositories
Use the GitHub MCP server to manage code repositories.
Enhance Search Engines
Improve 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.

Alternatives

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Vestige
Vestige is an AI memory engine based on cognitive science. By implementing 29 neuroscience modules such as prediction error gating, FSRS - 6 spaced repetition, and memory dreaming, it provides long - term memory capabilities for AI. It includes a 3D visualization dashboard and 21 MCP tools, runs completely locally, and does not require the cloud.
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4.5 points
M
Moltbrain
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B
Bm.md
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S
Security Detections MCP
Security Detections MCP is a server based on the Model Context Protocol that allows LLMs to query a unified security detection rule database covering Sigma, Splunk ESCU, Elastic, and KQL formats. The latest version 3.0 is upgraded to an autonomous detection engineering platform that can automatically extract TTPs from threat intelligence, analyze coverage gaps, generate SIEM-native format detection rules, run tests, and verify. The project includes over 71 tools, 11 pre-built workflow prompts, and a knowledge graph system, supporting multiple SIEM platforms.
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P
Paperbanana
Python
7.1K
5 points
B
Better Icons
An MCP server and CLI tool that provides search and retrieval of over 200,000 icons, supports more than 150 icon libraries, and helps AI assistants and developers quickly obtain and use icons.
TypeScript
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A
Assistant Ui
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A
Apify MCP Server
The Apify MCP Server is a tool based on the Model Context Protocol (MCP) that allows AI assistants to extract data from websites such as social media, search engines, and e-commerce through thousands of ready-to-use crawlers, scrapers, and automation tools (Apify Actors). It supports OAuth and Skyfire proxy payment and can be integrated into MCP clients such as Claude and VS Code through HTTPS endpoints or local stdio.
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5 points
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Markdownify MCP
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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.
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26.2K
4.3 points
D
Duckduckgo MCP Server
Certified
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73.3K
4.3 points
N
Notion Api MCP
Certified
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21.9K
4.5 points
F
Figma Context MCP
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TypeScript
65.0K
4.5 points
U
Unity
Certified
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33.4K
5 points
C
Context7
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99.1K
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
50.7K
4.8 points
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