MCP Prototype
M

MCP Prototype

An AI prototype design tool based on HTML that allows you to quickly build software prototypes without using Figma/Axure. It supports features such as navigation bars, marker decoupling, and page instructions.
2 points
6.2K

What is MCP-Prototype?

MCP-Prototype is an innovative AI-assisted prototype design tool that enables users to quickly create software prototype interfaces through simple HTML tags. This tool is particularly suitable for scenarios where rapid iteration and presentation of design ideas are required, without relying on complex design software.

How to use MCP-Prototype?

By configuring the MCP server and inputting design requirements, the AI will generate the corresponding HTML prototype. Users can view the design results by using simple commands such as 'Show prototype' and close the preview by using 'Stop showing'.

Applicable scenarios

It is suitable for product managers, designers, and developers to use during the requirement discussion, design review, and rapid prototype verification stages, especially in agile development environments and rapid iteration projects.

Main features

Intelligent navigation bar
Automatically generates hierarchical navigation based on the file system directory structure, and supports customizing page names through the data-nav-name attribute.
Marker decoupling system
Adds descriptive markers to UI elements through the data-marker attribute to enhance the understanding of design elements and keep the markers separate from the prototype.
Page additional instructions
Supports adding detailed Markdown-format instructions to each prototype page to express design concepts and special interaction instructions.
Automatic function injection
Automatically injects the base path and JavaScript files into each HTML page to ensure the integrity and functionality of the prototype display.
Advantages
No need to install complex design software, quickly get started based on HTML
AI intelligent generation, significantly improving prototype design efficiency
Markers are separated from the prototype, keeping the code clean
Supports detailed page instructions to improve design documentation
Limitations
Basic HTML knowledge is required to fully utilize the functions
Currently mainly supports web application prototype design
Advanced interactive prototypes may require additional development

How to use

Environment configuration
Add the mcp-prototype server configuration to the AI MCP configuration
Local debugging configuration
If local debugging is required, use the following configuration method
Start design
Provide design requirements to the AI and conduct prototype design according to the specification requirements
View prototype
Input the show command to view the generated prototype

Usage examples

User login interface design
Quickly create a user login interface containing a username input box, a password input box, and a login button
E-commerce product list page
Create a product list page that supports filtering, sorting, and pagination function descriptions

Frequently Asked Questions

Is it necessary to install Figma or Axure to use MCP-Prototype?
How to add descriptive markers to page elements?
How to access the prototype display service after it is started?
Which browsers are supported?

Related resources

Official documentation
Detailed installation, configuration, and usage guides
Example projects
Example prototypes covering various usage scenarios
Technical specification reference
Detailed specification definitions and implementation references

Installation

Copy the following command to your Client for configuration
{
  "mcpServers": {
    "mcp-prototype": {
      "command": "npx",
      "args": [
        "-y",
        "@llxxbb/mcp-prototype"
      ]
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

K
Klavis
Klavis AI is an open-source project that provides a simple and easy-to-use MCP (Model Context Protocol) service on Slack, Discord, and Web platforms. It includes various functions such as report generation, YouTube tools, and document conversion, supporting non-technical users and developers to use AI workflows.
TypeScript
6.7K
5 points
M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
9.7K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
5.9K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
5.4K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
8.9K
5 points
M
Mcpjungle
MCPJungle is a self-hosted MCP gateway used to centrally manage and proxy multiple MCP servers, providing a unified tool access interface for AI agents.
Go
0
4.5 points
C
Cipher
Cipher is an open-source memory layer framework designed for programming AI agents. It integrates with various IDEs and AI coding assistants through the MCP protocol, providing core functions such as automatic memory generation, team memory sharing, and dual-system memory management.
TypeScript
0
5 points
N
Nexus
Nexus is an AI tool aggregation gateway that supports connecting multiple MCP servers and LLM providers, providing tool search, execution, and model routing functions through a unified endpoint, and supporting security authentication and rate limiting.
Rust
0
4 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
16.6K
4.3 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
14.8K
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
24.5K
5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
43.7K
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#
19.2K
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
45.3K
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
30.2K
4.8 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
62.4K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase