How to Use the Bubble.io (No-code Application Platform API) MCP in Vercel AI SDK

Q: Can Vercel AI SDK handle bulk Bubble.io (No-code Application Platform API) uploads?

Yes, use the bulkcreatethings tool. It accepts NDJSON formatted strings to push multiple records at once during your streaming sessions.

Q: How do I update specific records via the Vercel AI SDK?

Pass the record UID to updatething or replacething. The tool modifies the specific entry in your database based on the fields you provide.

Manipulate Bubble.io (No-code Application Platform API) records live in your Vercel AI SDK projects without waiting for spinners.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect Bubble.io (No-code Application Platform API) MCP to Vercel AI SDK

Create your Vinkius account to connect Bubble.io (No-code Application Platform API) 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.

GDPR Free for Subscribers

Setup Bubble.io (No-code Application Platform API) with Vercel AI SDK

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Stream Bubble.io data into your Vercel AI SDK interface

Feed your UI directly from the database using `search_things`. The SDK pushes record updates straight to your front-end components the moment the server responds. Stop building middle-men APIs. Your React or Next.js code talks to this MCP Server to pull raw data into the view layer.

Execute complex backend workflows from Vercel AI SDK

Use `trigger_workflow` to kick off logic inside your app directly through your agent. It fires server-side processes without you writing custom endpoints. This keeps your application logic tight. You define the flow in the platform, and the SDK handles the execution call.

Sync your application database using Vercel AI SDK tools

Modify records using `create_thing` or `bulk_create_things` as the user interacts with your chatbot. It handles the JSON objects you send over the stream. Your application state stays current. Updates happen in real-time, ensuring your users never see stale information.

Setup guide

Set up Bubble.io (No-code Application Platform API) 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 Bubble.io (No-code Application Platform API) 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 Bubble.io (No-code Application Platform API) 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 Bubble.io. 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 Bubble.io (No-code Application Platform API) 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 Bubble.io (No-code Application Platform API) MCP in Vercel AI SDK

Install the MCP package via npm and point the client to your Vinkius endpoint. You initialize the connection, call the tools, and pass them into generateText.

Yes, use the `bulk_create_things` tool. It accepts NDJSON formatted strings to push multiple records at once during your streaming sessions.

Vinkius handles the auth token before it reaches your agent. Your database records stay within your private environment and are never cached by the server.

It does. The transport layer is lightweight enough to run in cold-start environments without latency hits.

Pass the record UID to `update_thing` or `replace_thing`. The tool modifies the specific entry in your database based on the fields you provide.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python