Yisu201506 MCP Server
An MCP server implementation based on Flask, used to enhance the capabilities of large language models through external tools, supporting tool invocation, parameter parsing, and result injection.
rating : 2 points
downloads : 8
What is MCP Server?
The MCP Server is a system that allows AI models to use external tools (like calculators or weather APIs) by simply writing commands in natural language. Unlike traditional methods that require special coding, this lets the AI naturally describe what tools it wants to use.How does MCP Server work?
1. The server provides tool descriptions to the AI 2. The AI writes normal text that may include tool commands 3. The server detects and runs these commands 4. Results are added back to the conversationWhen should I use MCP Server?
Use this when you want your AI assistant to: - Get real - time information (like weather) - Perform calculations - Access other external services - While maintaining natural conversationsKey Features
Natural Language ToolsAI uses tools by writing normal text, making conversations flow naturally
Ready - to - Use ToolsIncludes common tools like calculator and weather lookup
Add Your Own ToolsEasily extend with your own custom tools
Smart Conversation HandlingMaintains context across multiple questions and answers
Pros and Cons
Advantages
More natural conversations than technical API calls
Works with any text - based AI model
Users see the tools being used (transparent)
Easier to implement than complex API integrations
Limitations
Relies on the AI writing commands correctly
May require more back - and - forth than direct API calls
Limited to text - based tool communication
Getting Started
Install the Server
Set up the server on your computer or cloud service
Configure Your Tools
Add API keys for services like weather in the .env file
Start the Server
Run the server to begin accepting requests
Connect Your Application
Send chat messages to the /chat endpoint
Example Conversations
Weather LookupAsking about current weather conditions
Math CalculationHaving the AI perform calculations
Frequently Asked Questions
Do I need special AI models to use this?
Can I add tools that access my private data?
How is this different from ChatGPT plugins?
Additional Resources
MCP Technical Documentation
Detailed technical specifications of the protocol
Sample Tool Implementations
Repository of community - created tools
MCP Server Video Tutorial
Step - by - step setup guide
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