MCP Server 101
This project is a practice project for the MIT Hack decentralized AI summit, demonstrating how to quickly set up a Claude MCP protocol service on Windows. It includes two examples: a weather application and an SQLite database, which respectively demonstrate government API data acquisition and bakery inventory management functions.
rating : 2 points
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What is a Claude MCP protocol server?
An MCP (Model Context Protocol) server allows Claude AI to obtain specific functions through locally - run microservices, such as weather data queries or database operations. These servers expand the capabilities of Claude.How to use an MCP server?
You can start local services through simple configuration files and command lines. Claude will automatically discover and integrate these functions. The basic setup can be completed in just 5 minutes.Use cases
It is suitable for scenarios where Claude needs to access local data or specific APIs, such as enterprise data queries and personalized service integrations.Main features
Weather data serviceObtain real - time weather forecasts and alert information through government APIs
SQLite database interfaceProvides complete SQL query capabilities, especially suitable for local data management
Simple configurationQuickly integrate into the Claude desktop version through a JSON configuration file
Advantages and limitations
Advantages
Rapid deployment - Complete the setup within 5 minutes
Local operation - Data does not leave your machine
Modular design - New services can be flexibly added
Limitations
Basic technical knowledge is required for initial configuration
Currently only supports services implemented in Python and Docker
Exclusive feature of the desktop version of Claude
How to use
Install necessary tools
Ensure that Python and uv (Python server) or Docker (database service) are installed
Get the service code
Clone the repository or download the example service files
Configure Claude
Add service configurations in the settings of the Claude desktop version
Start the service
Run the startup command for the corresponding service
Usage examples
Weather warning notificationAutomatically obtain detailed information when a weather alert is issued in a specific area
Inventory managementMonitor the inventory levels of bakery ingredients
Frequently Asked Questions
What version of Claude is required?
Can the service be accessed remotely?
How to add a custom service?
Related resources
MIT Hack official documentation
Contains detailed technical specifications of the MCP protocol
Example code repository
Examples of various MCP service implementations provided by the official
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