Laravel Forge MCP Server for Vercel AI SDK 9 tools — connect in under 2 minutes
The Vercel AI SDK is the TypeScript toolkit for building AI-powered applications. Connect Laravel Forge through Vinkius and every tool is available as a typed function. ready for React Server Components, API routes, or any Node.js backend.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import { createMCPClient } from "@ai-sdk/mcp";
import { generateText } from "ai";
import { openai } from "@ai-sdk/openai";
async function main() {
const mcpClient = await createMCPClient({
transport: {
type: "http",
// Your Vinkius token. get it at cloud.vinkius.com
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
});
try {
const tools = await mcpClient.tools();
const { text } = await generateText({
model: openai("gpt-4o"),
tools,
prompt: "Using Laravel Forge, list all available capabilities.",
});
console.log(text);
} finally {
await mcpClient.close();
}
}
main();
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Laravel Forge MCP Server
Connect your Laravel Forge developer account to an AI agent to execute complex devops tasks natively in chat.
The Vercel AI SDK gives every Laravel Forge tool full TypeScript type inference, IDE autocomplete, and compile-time error checking. Connect 9 tools through Vinkius and stream results progressively to React, Svelte, or Vue components. works on Edge Functions, Cloudflare Workers, and any Node.js runtime.
What you can do
- Server Ecosystems — List all connected drops, inspect internal structures, and check status
- Deployments — Safely dispatch site deployment scripts and watch output structures
- Database Configurations — Query connected DB clusters linked to given domains
- Worker Operations — Expose active daemon configurations routing jobs under your servers
The Laravel Forge MCP Server exposes 9 tools through the Vinkius. Connect it to Vercel AI SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Laravel Forge to Vercel AI SDK via MCP
Follow these steps to integrate the Laravel Forge MCP Server with Vercel AI SDK.
Install dependencies
Run npm install @ai-sdk/mcp ai @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the script
Save to agent.ts and run with npx tsx agent.ts
Explore tools
The SDK discovers 9 tools from Laravel Forge and passes them to the LLM
Why Use Vercel AI SDK with the Laravel Forge MCP Server
Vercel AI SDK provides unique advantages when paired with Laravel Forge through the Model Context Protocol.
TypeScript-first: every MCP tool gets full type inference, IDE autocomplete, and compile-time error checking out of the box
Framework-agnostic core works with Next.js, Nuxt, SvelteKit, or any Node.js runtime. same Laravel Forge integration everywhere
Built-in streaming UI primitives let you display Laravel Forge tool results progressively in React, Svelte, or Vue components
Edge-compatible: the AI SDK runs on Vercel Edge Functions, Cloudflare Workers, and other edge runtimes for minimal latency
Laravel Forge + Vercel AI SDK Use Cases
Practical scenarios where Vercel AI SDK combined with the Laravel Forge MCP Server delivers measurable value.
AI-powered web apps: build dashboards that query Laravel Forge in real-time and stream results to the UI with zero loading states
API backends: create serverless endpoints that orchestrate Laravel Forge tools and return structured JSON responses to any frontend
Chatbots with tool use: embed Laravel Forge capabilities into conversational interfaces with streaming responses and tool call visibility
Internal tools: build admin panels where team members interact with Laravel Forge through natural language queries
Laravel Forge MCP Tools for Vercel AI SDK (9)
These 9 tools become available when you connect Laravel Forge to Vercel AI SDK via MCP:
deploy_site
Command a deployment script queue to execute on a repository site
get_server
Retrieve detailed data on a specific server droplet
get_site
Look up specifics for an exact site layout on a server
list_databases
List active databases mounted on a Forge server
list_recipes
Retrieve available custom shell recipes within your organizational team limits
list_servers
Retrieve the master list of all connected Forge servers
list_sites
List websites mounted to a specific server
list_ssh_keys
Retrieve active physical access keys inserted on the root server
list_workers
Retrieve queue worker configurations executing on a tracked site
Example Prompts for Laravel Forge in Vercel AI SDK
Ready-to-use prompts you can give your Vercel AI SDK agent to start working with Laravel Forge immediately.
"Display all the cloud server instances operating in the fleet."
"Deploy the pending commits directly to staging site 5210 on server 1205."
"Check the active workers running on the production server."
Troubleshooting Laravel Forge MCP Server with Vercel AI SDK
Common issues when connecting Laravel Forge to Vercel AI SDK through the Vinkius, and how to resolve them.
createMCPClient is not a function
npm install @ai-sdk/mcpLaravel Forge + Vercel AI SDK FAQ
Common questions about integrating Laravel Forge MCP Server with Vercel AI SDK.
How does the Vercel AI SDK connect to MCP servers?
createMCPClient from @ai-sdk/mcp and pass the server URL. The SDK discovers all tools and provides typed TypeScript interfaces for each one.Can I use MCP tools in Edge Functions?
Does it support streaming tool results?
useChat and streamText that handle tool calls and display results progressively in the UI.Connect Laravel Forge with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Laravel Forge to Vercel AI SDK
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.