MCP Server Python

🚀 Role-Specific MCP (Multi-Role Coordinator Protocol) Project Documentation

The Role-Specific MCP project is designed to handle complex tasks through a multi - role coordinator protocol. It allows dynamic adjustment according to specific needs by configuring different roles.

🚀 Quick Start

This project documentation provides a comprehensive guide to the Role - Specific MCP project, including its background, coding standards, detailed function modules, contribution guidelines, license information, API usage examples, and future plans.

✨ Features

MCP Architecture Overview

MCP (Multi - Role Coordinator Protocol) is a multi - role coordinator protocol aiming to handle various complex tasks by configuring different roles. Each role has its unique functions and instruction sets and can be dynamically adjusted according to specific requirements.

Core Components

1. Role System
   • Each role has a unique identifier, name, description, documentation, and a specified domain.
2. Memory Storage
   • Used to record key interaction content and context information to improve the overall intelligence level of the system.
3. Execution Engine
   • Responsible for parsing and executing instructions of each role to achieve task processing.

Coding Standards

Variable Naming Rules

• Camel Case Naming: Variable names use the capitalized first - letter naming method.

# Example code:
roleName = "system-admin"

• All - Lowercase Naming for Constants: Constants are represented by all capital letters.

// Example code:
const API_KEY = 'your_api_key_here';

📦 Installation

No installation steps are provided in the original document, so this section is skipped.

💻 Usage Examples

Role Management Function

Creating a Custom Role

curl -X POST \
  http://localhost:8000/api/v1/roles \
  -H 'Content-Type: application/json' \
  -d '{"id":"tech-writer","name":"Technical Writer","description":"Good at writing clear and concise technical documents","instructions":"Create documents suitable for both technical and non - technical personnel","domains":["Technical Writing","Documentation","Tutorials"],"tone":"Technical","system_prompt":"You are an experienced technical writer proficient in creating clear and concise documentation in the field of complex systems."}'

API Usage Example

Storing Memory Content

curl -X POST \
  http://localhost:8000/api/v1/memories \
  -H 'Content-Type: application/json' \
  -d '{"role_id":"marketing-expert","content":"Users prefer Instagram over TikTok for market promotion","tone":"Marketing"}'

📚 Documentation

Project Structure

Multi - Role MCP Project
├── app/
│   ├── models/       # Data models
│   ├── routes/       # API endpoints
│   └── services/     # Business logic
├── client/
│   ├── src/
│   │   ├── components/ # UI components
│   │   ├── lib/        # Utility functions
│   │   ├── pages/      # Page components
│   │   └── types/      # TypeScript type definitions
├── .env.example       # Example environment variable file
├── requirements.txt  # Python dependencies
└── server.py          # Service entry file

🔧 Technical Details

Contribution Guidelines

Code Submission Process

1. Create a Branch

git checkout -b feature/new - feature - name

2. Commit Changes

git add . && git commit -m 'Add a certain excellent feature'

3. Push the Branch

git push origin feature/new - feature - name

4. Create a Pull Request

Future Plans

Expected Improvement Directions

• Performance Optimization: Improve the system's response speed and processing efficiency.
• Function Expansion: Add support for more domains, such as natural language processing, data analysis, etc.

📄 License

This project is licensed under the MIT license. For specific terms, please refer to the LICENSE file.