AIBase
EN
Explore
Serial
S

Serial

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
9.6K
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.

Alternatives

R
Rsdoctor
Rsdoctor is a build analysis tool specifically designed for the Rspack ecosystem, fully compatible with webpack. It provides visual build analysis, multi - dimensional performance diagnosis, and intelligent optimization suggestions to help developers improve build efficiency and engineering quality.
TypeScript
7.8K
5 points
N
Next Devtools MCP
The Next.js development tools MCP server provides Next.js development tools and utilities for AI programming assistants such as Claude and Cursor, including runtime diagnostics, development automation, and document access functions.
TypeScript
8.4K
5 points
T
Testkube
Testkube is a test orchestration and execution framework for cloud-native applications, providing a unified platform to define, run, and analyze tests. It supports existing testing tools and Kubernetes infrastructure.
Go
6.2K
5 points
M
MCP Windbg
An MCP server that integrates AI models with WinDbg/CDB for analyzing Windows crash dump files and remote debugging, supporting natural language interaction to execute debugging commands.
Python
9.6K
5 points
R
Runno
Runno is a collection of JavaScript toolkits for securely running code in multiple programming languages in environments such as browsers and Node.js. It achieves sandboxed execution through WebAssembly and WASI, supports languages such as Python, Ruby, JavaScript, SQLite, C/C++, and provides integration methods such as web components and MCP servers.
TypeScript
6.6K
5 points
N
Netdata
Netdata is an open-source real-time infrastructure monitoring platform that provides second-level metric collection, visualization, machine learning-driven anomaly detection, and automated alerts. It can achieve full-stack monitoring without complex configuration.
Go
9.7K
5 points
M
MCP Server
The Mapbox MCP Server is a model context protocol server implemented in Node.js, providing AI applications with access to Mapbox geospatial APIs, including functions such as geocoding, point - of - interest search, route planning, isochrone analysis, and static map generation.
TypeScript
8.8K
4 points
U
Uniprof
Uniprof is a tool that simplifies CPU performance analysis. It supports multiple programming languages and runtimes, does not require code modification or additional dependencies, and can perform one-click performance profiling and hotspot analysis through Docker containers or the host mode.
TypeScript
8.3K
4.5 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
31.3K
5 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
18.0K
4.5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
21.8K
4.3 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
62.4K
4.3 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
28.0K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
57.9K
4.5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
19.9K
4.5 points
C
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
85.6K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
English简体中文繁體中文にほんご
© 2026AIBase