MCP Server Practice 2
This project implements two MCP servers for LinkedIn profile scraping and weather data retrieval, supporting seamless integration and communication of AI services.
rating : 2 points
downloads : 9
What is an MCP server?
The MCP (Model Context Protocol) server is an AI service integration framework that enables easy communication and integration between different AI services. This project includes two practical services: LinkedIn profile scraping and weather data retrieval.How to use these services?
You can obtain LinkedIn profile data or weather information through simple API calls. After the service is running, you can send requests through the defined tool interfaces.Applicable scenarios
Suitable for application development that requires the integration of professional social data or weather information, such as talent analysis systems and weather warning applications.Main features
LinkedIn profile scrapingObtain complete profile information through a LinkedIn profile URL
Weather alert retrievalGet weather alert information for a region based on the US state code
Weather forecast retrievalGet the weather forecast for a specified location based on latitude and longitude coordinates
Advantages and limitations
Advantages
One-stop integration of multiple practical API services
Based on the MCP framework, easy to expand and integrate
Asynchronous request processing for fast response
Limitations
LinkedIn scraping requires a valid RapidAPI key
The weather service currently only supports the United States
Requires a Python environment to run
How to use
Environment preparation
Ensure that Python version 3.7 or higher is installed
Install dependencies
Install the necessary Python packages
Configure environment variables
Set the RapidAPI key in the.env file
Run the service
Start the corresponding service script
Usage examples
Talent analysisAnalyze candidates' skills and experience through LinkedIn profiles
Weather alert monitoringMonitor extreme weather alerts in a specific area
Travel planningGet the weather forecast for the destination to help plan the trip
Frequently asked questions
How to get a RapidAPI key?
Which regions does the weather service support?
Can multiple instances of the service run simultaneously?
What is the data update frequency?
Related resources
MCP framework documentation
Official documentation for using the MCP framework
RapidAPI official website
The platform to obtain API keys
National Weather Service API
Official documentation for the weather data API
GitHub repository
Project source code
Featured MCP Services

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

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

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

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
140
4.5 points

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#
563
5 points

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

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
752
4.8 points

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
282
4.5 points