How to Use the Laravel Forge MCP in Vercel AI SDK

Stream Laravel Forge server data directly into your Vercel AI SDK interface for real-time infrastructure visibility.

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Connect Laravel Forge MCP to Vercel AI SDK

Create your Vinkius account to connect Laravel Forge 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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Setup Laravel Forge with Vercel AI SDK

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Live Server Monitoring

Pipe `list_servers` and `get_server` data directly into your React components. Your users see infrastructure status updates as they happen without manual refreshes. This setup removes the need for polling endpoints. Your UI reacts instantly to the JSON payload returned by the server.

Trigger Deployments from UI

Connect `deploy_site` to your custom dashboard buttons. Your users initiate production pushes while watching the response stream back into the view. It keeps the feedback loop tight. You aren't just logging success; you're building a live control panel for your team.

Context-Aware Site Audits

Use `list_sites` and `get_site` to populate your interface with current configuration details. The data flows from the MCP Server into your state management layer. Everything stays in sync. You stop guessing which branch is live and start seeing the actual deployment state on screen.

Setup guide

Set up Laravel Forge 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

Install dependencies

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

Discover and use tools

Call mcpClient.tools() to auto-discover all Laravel Forge tools. Pass them directly to generateText() or streamText() — no manual schema definitions needed.
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 Laravel Forge transactions",
});

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

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Laravel Forge. 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.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Laravel Forge now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Laravel Forge MCP in Vercel AI SDK

You define an MCP client using the Vercel AI SDK transport layer. Point the client to the Vinkius endpoint and inject the tools into your streamText function.

Yes, once you initialize the client, the tools become available for your agents. You map them directly to your UI components for immediate execution.

Authentication is handled at the Vinkius level. You pass your endpoint token to the client, and the server manages the Forge API session for you.

You trigger the deployment and stream the output back to your frontend. The response from the tool provides the status you need to display.

Your server configuration, including site paths and database names, is never stored on Vinkius. The MCP Server acts as an ephemeral bridge for your specific requests.

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