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

Build resilient Mastra AI workflows that read and write to Bubble.io (No-code Application Platform API) automatically.

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

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

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Automate database operations in Mastra AI agents

Deploy `create_thing` or `delete_thing` within your agent workflows to handle data lifecycle management. Mastra AI picks up the tool signatures automatically. Your agents handle the CRUD operations. They act as the bridge between user requests and your application database.

Handle Bubble.io workflow failures in Mastra AI

Wrap your `trigger_workflow` calls in retry logic. If the server fails to respond, your agent catches the error and retries the operation. This adds a safety layer to your backend triggers. You define the conditions, and the agent executes the logic until it succeeds.

Search and filter records using Mastra AI logic

Query your database with `search_things` using specific constraints. The agent parses the results and decides the next step in the pipeline. It removes the need for hard-coded filters. Your agents adapt their search criteria based on the context of the current workflow.

Setup guide

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

Prerequisites

Node.js 18+ and a TypeScript project
@mastra/mcp + @mastra/core packages
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Run npm install @mastra/mcp @mastra/core plus your preferred model provider (e.g. @ai-sdk/openai).
2

Configure the MCPClient
Create an MCPClient with your Vinkius endpoint as a URL object. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Discover and inject tools
Call mcpClient.listTools() and spread the result into your agent's tools object. All Bubble.io (No-code Application Platform API) tools become native Mastra tools.
4

Run with any model
Swap openai("gpt-4o") for any AI SDK-compatible provider. Call agent.generate() and the agent routes tool calls through MCP automatically.

agent.ts

import { MCPClient } from "@mastra/mcp";
import { Agent } from "@mastra/core/agent";
import { openai } from "@ai-sdk/openai";

const mcpClient = new MCPClient({
  id: "bubbleio-no-code-application-platform-api-mcp-client",
  servers: {
    "bubbleio-no-code-application-platform-api-mcp": {
      url: new URL(
        "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
      ),
    },
  },
});

const agent = new Agent({
  name: "Bubble.io (No-code Application Platform API) Agent",
  model: openai("gpt-4o"),
  instructions: "You have access to Bubble.io (No-code Application Platform API) tools.",
  tools: {
    ...(await mcpClient.listTools()),
  },
});

const result = await agent.generate(
  "List recent Bubble.io (No-code Application Platform API) transactions"
);
console.log(result.text);

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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 Mastra AI

Mastra AI imports the MCP tools and spreads them into the agent definition. You then call these tools as part of your multi-step workflow.

Absolutely. You can use the full suite of CRUD tools to manage your application records directly from your agent framework.

It does. You can enable human-in-the-loop approvals for any tool call, ensuring you review data changes before they hit your database.

Use the built-in workflow engine to define conditional branches. If a tool call fails, your agent can trigger a notification or retry.

Vinkius manages your endpoint token. No database access keys are stored in your agent code or the framework memory.

Use it with your favorite AI tools

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

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Vercel AI SDK sdk-typescript

Mastra AI sdk-typescript

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