Figma MCP Integration at Application level

Hey, ​@Kirit Pendyala 👋 Thanks for the interesting question. At this point, it’s hard to say for sure. And I have a few additional questions:

• What's calling the MCP server inside your app?
• Are you using the Figma Remote MCP server?
• Do you need raw HTML files written to disk, or generated code to review?

Thanks! — Jaycee

Hi @Jaycee Lewis for the reply. 
Just to give you background context. The agenda of our application is to convert the figma urls to html code base which those can be opened in grape js editor. so i’m thinking to integrate the Figma MCP into the code base so that i can have link place holder to convert the url into html code. 


Is it possible to integrate the figma MCP in the codebase. Please let me know if it is unclear 

Hi, ​@Kirit Pendyala 👋

Based on my read of the docs, the MCP server is built to be driven by an AI agent running inside a supported MCP client — things like Claude Code, Cursor, VS Code, and Codex. You point the agent at a Figma link or selection, and the server returns structured design context (variables, components, layout data, and the layer tree) that the LLM then uses to generate code.

A couple of details worth knowing:

• It returns design context, not finished HTML files. The HTML or code is whatever the connected LLM produces from that context

• It's link-based: You supply the file or frame link as context, and the server fetches the design data on demand

• Using it requires a client that supports MCP servers. Figma keeps a catalog of supported clients here: https://www.figma.com/mcp-catalog/

If you specifically want your own application to act as an MCP client against the remote server, Figma has a process to apply to register a client for remote access. See the MCP catalog page link above.

One other path that may map more directly to a "link placeholder > convert" feature is the Figma REST API

If you can share a bit more about what's calling the server in your app and whether you need files written to disk or code to review, I can point you to the most relevant docs.

Thanks! — Jaycee

Hi ​@Jaycee Lewis 
Thank you so much for your response.
Let me elaborate. We're introducing a feature that allows users to enter Figma URLs that contain designs, such as blended text and images. We provide them with a grape js editor, which is more user-friendly for editing and adding blocks like text and images, so they can accomplish their goal of editing those and even adding new context. Therefore, in order to convert the Figma designs and create more readable and editable HTML blocks of code that will make it easier for users to create pages, we need for our application to be connected to a Figma MCP server.