# Protocol standardization

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Wanaku
The Wanaku MCP router is an AI application router based on the Model Context Protocol (MCP), aiming to standardize the way applications provide context to large language models (LLMs).
Java
3.6K
2.5 points
A
Awesome Ads MCP Servers
An awesome AdsMCP server project aiming to standardize the advertising API through Anthropic's model context protocol.
3.3K
2.5 points
F
Freedanfan MCP Server
An AI model interaction server built on FastAPI and the MCP protocol, providing standardized context interaction, modular design, and asynchronous processing capabilities, simplifying model deployment and management.
Python
3.4K
2 points
M
MCP Marketplace
MCP Marketplace is a platform that centrally displays and distributes MCP (Model Context Protocol) servers. Users can submit their own MCP servers and install them with one click through Cline. This platform aims to simplify the discovery and deployment process of MCP servers, support submission through GitHub repositories, and provide detailed installation guides.
3.4K
2 points
M
MCP Opengauss
The MCP protocol enables standardized interaction between LLMs and the openGauss database, and builds an AI Agent application framework
Python
3.3K
2 points
M
MCP With Semantic Kernel
This project demonstrates how to integrate Model Context Protocol (MCP) tools with Microsoft Semantic Kernel to achieve seamless interaction between AI models and external data sources or tools. By standardizing the interaction between applications and AI models through the MCP protocol and combining the powerful functions of Semantic Kernel, developers can expand AI capabilities, dynamically call external functions, and simplify the orchestration of complex workflows.
3.4K
2 points
Featured MCP Services
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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
827
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
85
4.3 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
139
4.5 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
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
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#
562
5 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
281
4.5 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
751
4.8 points
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