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How to Use the fal.ai 3D MCP in Vercel AI SDK

Convert images and text descriptions into production-ready 3D assets directly inside your Vercel AI SDK streaming UI using this MCP Server.

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Vercel AI SDK

Connect fal.ai 3D MCP to Vercel AI SDK

Create your Vinkius account to connect fal.ai 3D to Vercel AI SDK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Stream high-fidelity 3D assets directly to Three.js

`generate_rodin_3d` outputs high-fidelity GLB and USDZ files from a single input image. Your web app can capture a user's image upload, trigger the generation, and feed the asset straight into a Three.js viewer without waiting for a full page reload. This MCP Server works directly with Vercel's streaming mechanics. You don't have to write custom polling code for slow 3D generation tasks; your agent handles the model selection and asset delivery in a single, clean runtime loop.

Fast prototyping with instant mesh generation

`generate_instantmesh_3d` outputs lightweight 3D meshes in seconds for rapid web previews. When users need immediate feedback on their design ideas, this tool bypasses heavy processing to deliver quick structural drafts. Combining this with Vercel AI SDK lets you build highly interactive web editors. Your agent triggers the tool, gets the mesh, and renders it on screen before the user loses interest.

Text-to-3D generation with this MCP Server

`generate_text_to_3d` translates natural language prompts into complete 3D assets. Your users simply type what they want, and the model builds the geometry from scratch. Implementing this tool through the SDK means your conversational interface can build virtual environments on the fly. You get a clean JSON response with the asset URL, ready to inject into your React or Next.js components.

Setup guide

Set up fal.ai 3D MCP in Vercel AI SDK

Prerequisites

  • Node.js 18+ and a TypeScript project
  • ai + @modelcontextprotocol/sdk packages
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install dependencies

    Run npm install ai @modelcontextprotocol/sdk plus your preferred model provider (e.g. @ai-sdk/openai).

  2. 2

    Create the Streamable HTTP transport

    Use StreamableHTTPClientTransport with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.

  3. 3

    Discover and use tools

    Call mcpClient.tools() to auto-discover all fal.ai 3D tools. Pass them directly to generateText() or streamText() — no manual schema definitions needed.

  4. 4

    Works with any model provider

    Swap openai("gpt-4o") for any AI SDK provider — Anthropic, Google, Mistral. The MCP tools work identically across all supported models.

index.ts
import { experimental_createMCPClient as createMCPClient } from "ai";
import { StreamableHTTPClientTransport } from "@modelcontextprotocol/sdk/client/streamableHttp";
import { generateText } from "ai";
import { openai } from "@ai-sdk/openai";

const transport = new StreamableHTTPClientTransport(
  new URL("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
);

const mcpClient = await createMCPClient({ transport });
const tools = await mcpClient.tools();

const { text } = await generateText({
  model: openai("gpt-4o"),
  tools,
  prompt: "List recent fal.ai 3D transactions",
});

console.log(text);
await mcpClient.close();

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by fal.ai. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about fal.ai 3D MCP in Vercel AI SDK

You should use the SDK's streaming text or object capabilities alongside this MCP setup. This keeps the user connection open while `generate_rodin_3d` or `generate_trellis_3d` processes the heavy geometry pipeline in the background.
Yes, you can call `generate_trellis_3d` to output organized mesh topology. This tool is designed for assets that require downstream editing or immediate integration into web-based game engines.
For near-instant previews, use `generate_tripo_sr_3d`. It sacrifices some fine texture detail to return a usable 3D mesh in just a few seconds, which is perfect for real-time web applications.
Install `@ai-sdk/mcp` and configure the HTTP transport pointing to your Vinkius endpoint. Retrieve the tools using `mcpClient.tools()` and pass them directly into your `generateText` or `streamText` calls.
Vinkius routes your source image URLs and base64 payloads to the fal.ai API over an encrypted zero-trust channel. The resulting `.glb` or `.obj` meshes are stored temporarily in an ephemeral sandbox and wiped as soon as the session closes.

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