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MCP2Serial is a bridge project connecting physical devices with large AI models, enabling intelligent control of the Internet of Things by controlling hardware devices through natural language.
Home automation and IoTDeveloper tools#Internet of Things#AI Control#Serial Communication#Hardware Interaction.Python
2.5 points
5.8K
Open Site

Overview

Installation

Content Details

Alternatives

What is MCP2Serial?

MCP2Serial is a server that seamlessly connects the physical world with large AI models. It uses the Model Context Protocol (MCP) to control hardware devices through natural language, providing real - time responses and adjustments to physical parameters.

How to use MCP2Serial?

1. Install the MCP2Serial server; 2. Configure the serial port and commands; 3. Add the configuration to a client that supports the MCP protocol; 4. Control the device using natural language.

Applicable Scenarios

Smart home automation, industrial automation, education and research, prototype development.

Main Features

Intelligent Serial Communication
Automatically detect and configure serial port devices, support multiple baud rates, and provide real - time status monitoring and error handling.
MCP Protocol Integration
Fully support the Model Context Protocol, including resource management and tool invocation, with a flexible prompt system.
Multi - client Support
Support all clients that implement the MCP protocol, including Claude Desktop, Cline, Zed, etc.
AI Model Integration
Support multiple cloud - based and local AI models, such as OpenAI, Anthropic Claude, LM Studio, etc.
Advantages
Control hardware devices through natural language, simplifying operations.
Support multiple protocols and devices, offering high flexibility.
Integrate AI capabilities for intelligent decision - making and optimization.
Open - source and easy to expand, suitable for developers and enterprises.
Limitations
Compatibility with hardware devices may be limited.
Requires a certain network and AI infrastructure support.
Some advanced features may require additional payment or technical support.

How to Use

Install MCP2Serial
Download and run the installation script to automatically complete environment checks and dependency installations.
Configure the Serial Port and Commands
Edit the configuration file to specify the serial port number, baud rate, and command templates.
Add Configuration to the Client
Add the MCP2Serial server configuration to a client that supports the MCP protocol.
Control the Device Using Natural Language
Enter natural language instructions in the client, and the server will automatically execute the corresponding operations.

Usage Examples

Control the PWM Frequency
Set the PWM frequency through natural language.
Get the Device Status
Query the current status of the device.

Frequently Asked Questions

Which AI models does MCP2Serial support?
How to solve the problem of serial communication failure?
Does MCP2Serial support simultaneous control of multiple devices?

Related Resources

MCP Protocol Specification
The official specification document of the MCP protocol.
Project Documentation
Detailed documentation for the MCP2Serial project.
Sample Code
The sample code repository for MCP2Serial.
GitHub Repository
The GitHub open - source project for MCP2Serial.

Installation

Copy the following command to your Client for configuration
{
    "mcpServers": {
        "mcp2serial": {
            "command": "uvx",
            "args": [
                "mcp2serial"
            ]
        }
    }
}

{
    "mcpServers": {
        "mcp2serial": {
            "command": "uvx",
            "args": [
                "mcp2serial",
                "--config",
                "Pico"  //指定配置文件名，不需要添加_config.yaml后缀
            ]
        }
    }
}

{
    "mcpServers": {
        "mcp2serial2": {
            "command": "uvx",
            "args": [
                "mcp2serial",
                "--config",
                "Pico2"  //指定配置文件名，不需要添加_config.yaml后缀
            ]
        }
    }
}

{
    "mcpServers": {
        "mcp2serial": {
            "command": "uv",
            "args": [
                "--directory",
                "你的实际路径/mcp2serial",  // 例如: "C:/Users/Administrator/Documents/develop/my-mcp-server/mcp2serial"
                "run",
                "mcp2serial"
            ]
        }
    }
}

{
    "mcpServers": {
        "mcp2serial": {
            "command": "uv",
            "args": [
                "--directory",
                "你的实际路径/mcp2serial",  // 例如: "C:/Users/Administrator/Documents/develop/my-mcp-server/mcp2serial"
                "run",
                "mcp2serial",
                "--config", // 可选参数，指定配置文件名
                "Pico"  // 可选参数，指定配置文件名，不需要添加_config.yaml后缀
            ]
        }
    }
}
Note: Your key is sensitive information, do not share it with anyone.

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