MCP Server Documentation
Integrate the Applify MCP server with your AI assistant to build interactive applications from natural language.
About
The Applify MCP server is an AI coding agent that builds interactive applications from natural language. Describe what you want, attach your data files, and the server handles code generation and deployment -- all through a single tool call.
Standard MCP Protocol
This server implements the Model Context Protocol (MCP) standard. Any MCP-compatible client can connect via SSE transport, discover tools, and invoke them using JSON-RPC. After a build completes, the tool returns a text summary with a Preview URL that the user can open in a browser to view the running application.
MCP UI Protocol Support
This server implements the MCP UI protocol, returning EmbeddedResource responses with ui://applify/session/{app_id} URIs. Compatible MCP clients render an interactive embedded preview directly in the conversation.
- Real-time progress -- Live build timeline showing each phase, step, and status as the agent works.
- Embedded app preview -- The finished interactive application renders in an iframe directly in your chat.
- Multi-language UI -- Progress and status messages in English, Chinese, Japanese, French, German, or Spanish.
Features
Natural language to app
Describe what you want in plain English and the agent builds a fully working application.
Data-aware
Upload CSV, JSON, or any data file. The agent explores, cleans messy data, and incorporates it into your app.
Auto deployment
Generated apps are deployed and running instantly -- no manual setup required.
Iterative refinement
Continue a session to add features, fix issues, or refine your app incrementally.
Smart code generation
The agent plans, writes, and tests code with built-in error handling and best practices.
Interactive visualizations
Charts, tables, filters, and dashboards generated with Plotly and other modern libraries.