Modao Proto MCP

Modao Proto MCP – A Prototype Generation Service for AI Assistants

Modao Proto MCP solves the common developer pain point of turning abstract design ideas into fully‑functional web pages without writing boilerplate code. By exposing a small set of declarative tools over the Model Context Protocol, it lets AI assistants like Claude take natural‑language prompts and instantly produce ready‑to‑deploy HTML, accompanying design documentation, or even import the result into a user’s personal workspace. This streamlines early‑stage prototyping, design handoff, and rapid iteration, saving hours that would otherwise be spent scaffolding templates or hunting for UI libraries.

At its core, the server offers three focused tools:

• – Generates complete HTML documents from a user’s description, supporting modern responsive layouts and automatically embedding necessary CSS. It returns both the markup and a unique key that can be reused for later actions.
• – Expands a brief design idea into a detailed specification, useful for communicating requirements to designers or developers. It accepts plain text and optional reference material.
• – Takes the key produced by (or an optional raw HTML string) and uploads the page into the user’s personal space on Modao.cc, making it instantly accessible for further editing or sharing.

Because the service is fully MCP‑compatible, any client that understands the protocol can invoke these tools with minimal configuration. Developers integrate Modao Proto MCP by adding a single server entry to their client’s JSON config (Claude Desktop, Cursor, Windsurf, etc.), supplying a bearer token and optional base URL. Once registered, the assistant can request HTML generation, receive the key, and subsequently import the page—all in a single conversational turn.

Real‑world scenarios where this MCP shines include:

• Rapid UI prototyping – Designers describe a landing page and instantly receive a polished, responsive HTML prototype that can be tested in browsers.
• Design documentation – A product manager supplies a high‑level feature list; the assistant expands it into a detailed design spec, ensuring all stakeholders share the same understanding.
• On‑the‑fly code delivery – Developers ask for a component (e.g., a login form), get the HTML, and import it directly into their workspace for further customization or integration.

Unique advantages of Modao Proto MCP are its tight coupling with a live web platform (Modao.cc), which handles authentication, storage, and future expansion of features. The key‑based import mechanism abstracts away file handling complexities, letting the assistant focus on content rather than logistics. Additionally, the server’s error‑handling and parameter flexibility mean that even ambiguous prompts are gracefully managed, making it a reliable partner in dynamic AI workflows.