MCP Example

🚀 MCP (Multi-functional Computing Platform)

MCP (Multi-functional Computing Platform) is a powerful toolchain that supports the combination and extension of various functions. This guide will help you understand how to install, configure, and use the MCP framework.

🚀 Quick Start

Model Context

The model context is the core part for implementing custom business logic. It receives input parameters and returns the processing results.

Features

• Basic Functions: Perform simple arithmetic operations.
• Extended Functions: Support complex mathematical calculations, such as exponentiation, square root, and logarithm.

Basic Usage

# Addition example
result = execute({
    "name": "calculator",
    "parameters": {
        "operation": "add",
        "a": 5,
        "b": 3
    }
})
print(f"Addition result: {result}")  # Output: 8

# Square root example
sqrt_result = execute({
    "name": "calculator",
    "parameters": {
        "operation": "sqrt",
        "a": 16
    }
})
print(f"Square root result: {sqrt_result}")  # Output: 4.0

MCP Framework

MCP is a powerful toolchain that supports the combination and extension of multiple functions.

Core Components

• Executor: Responsible for invoking and managing tool execution.
• Tool Registration and Discovery: Automatically detect and register available tools.

Basic Usage

from mcp_example.core.executor import execute

# Call the calculator tool
result = execute({
    "name": "calculator",
    "parameters": {
        "operation": "multiply",
        "a": 2,
        "b": 8
    }
})
print(f"Multiplication result: {result}")  # Output: 16

# Call the text processing tool
text_result = execute({
    "name": "transform_text",
    "parameters": {
        "operation": "uppercase",
        "text": "hello world"
    }
})
print(f"Transformed text: {text_result}")  # Output: HELLO WORLD

Tool Chaining

Tool chaining allows multiple tools to be chained together to form complex processing flows.

Basic Usage

from mcp_example.core.executor import execute

# Step 1: Call the calculator tool to calculate the sum
sum_result = execute({
    "name": "calculator",
    "parameters": {
        "operation": "add",
        "a": 10,
        "b": 20
    }
})

# Step 2: Use the result as the input for text processing
text_result = execute({
    "name": "transform_text",
    "parameters": {
        "operation": "prepend",
        "text": "The sum is: ",
        "append_text": str(sum_result)
    }
})

print(f"Final output: {text_result}")  # Output: The sum is: 30

Proxy Tool

The proxy tool allows function calls to be forwarded to a remote MCP server for transparent access.

Basic Usage

from mcp_example.core.executor import execute
from mcp_example.tools.proxy import register_proxy

# Register the proxy service
register_proxy("http://remote.mcp-server.com:5000")

# Call the remote calculator tool
result = execute({
    "name": "calculator",
    "parameters": {
        "operation": "subtract",
        "a": 20,
        "b": 10
    }
})

print(f"Subtraction result: {result}")  # Output: 10

Available Tools

Calculator

• Functions: Support basic operations such as addition, subtraction, multiplication, and division.
• Advanced Functions: Power, square root, and logarithm calculations.

Basic Usage

import math

# Multi-functional calculator example
operations = {
    "add": 5 + 3,
    "subtract": 5 - 3,
    "multiply": 5 * 3,
    "divide": 5 / 3,
    "power": 2 ** 3,
    "sqrt": 16 ** 0.5,
    "log": 10 ** math.log10(10)
}

for op, result in operations.items():
    print(f"{op} result: {execute({'name': 'calculator', 'parameters': {'operation': op, 'a': operations[op]}})}")

🤝 Contribution Guide

Participate in the Project

Everyone is welcome to participate in the development of the MCP framework! You can contribute in the following ways:

1. Report Issues: Submit issues in the GitHub repository.
2. Feature Requests: Propose new features or improvement suggestions.
3. Code Contribution: Add new features or fix issues for the framework.

Submission Guidelines

• Ensure that the code complies with the PEP8 specification.
• When submitting, please include a detailed description of the changes.
• Read the relevant terms before signing the contributor agreement.

📄 License

This project is licensed under the MIT License, as follows:

MIT License

Copyright © [Year] [Author's Name]

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

📞 Contact Information

• Email: contact@mcplatform.org
• GitHub: https://github.com/mcplatform
• Forum: https://forum.mcplatform.org

Thank you for choosing the MCP framework! We hope this guide helps you successfully complete your project development.