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CONNECT APP

Build with Scale AI

Make the best models with the best data. Scale Data Engine leverages your enterprise data, and with Scale Generative AI Platform, safely unlocks the value of AI.

Artificial Intelligence (AI)

  • API key

MCP

Give your agent Scale AI tools

Every Scale AI action is exposed as an MCP tool on Pipedream's remote server. Point a client at it with your end user's ID and Connect resolves that user's Scale AI account for each tool call — you store no tokens.

// accessToken: mint a short-lived token with the Connect SDK — see the MCP guide
const transport = new StreamableHTTPClientTransport(
  new URL("https://remote.mcp.pipedream.net/v3"),
  {
    requestInit: {
      headers: {
        Authorization: `Bearer ${accessToken}`,
        "x-pd-project-id": "{project_id}",
        "x-pd-environment": "production",
        "x-pd-external-user-id": "{external_user_id}", // any stable ID for this user in your system
        "x-pd-app-slug": "scale_ai",
      },
    },
  },
)

const mcp = new Client({ name: "my-agent", version: "1.0.0" })
await mcp.connect(transport)

const { tools } = await mcp.listTools()

// e.g. run Create Document Transcription Task:
const result = await mcp.callTool({
  name: "scale_ai-create-document-transcription-task",
  arguments: {
    project: "Project",
    instruction: "Instruction",
  },
})

API PROXY

Call the Scale AI API directly

For an endpoint with no pre-built tool, the Connect proxy forwards your request to the Scale AI API with the connected user's credentials attached. You store no tokens and write no refresh logic.

const resp = await pd.proxy.get({
  externalUserId: "{external_user_id}", // any stable ID for this user in your system
  accountId: "apn_xxxxxxx",
  url: "https://api.scale.com/v1/teams",
})

// Any allowed Scale AI endpoint works here. Pipedream attaches the
// connected account's credentials to the outgoing request.

SDK

Run Scale AI actions from your backend

Connect a user's Scale AI account once, then run Create Document Transcription Task on their behalf from your own code — TypeScript, Python, or plain HTTP.

import { PipedreamClient } from "@pipedream/sdk"

const pd = new PipedreamClient({
  projectId: process.env.PIPEDREAM_PROJECT_ID!,
  clientId: process.env.PIPEDREAM_CLIENT_ID!,
  clientSecret: process.env.PIPEDREAM_CLIENT_SECRET!,
  projectEnvironment: "production",
})

const result = await pd.actions.run({
  id: "scale_ai-create-document-transcription-task",
  externalUserId: "{external_user_id}", // any stable ID for this user in your system
  configuredProps: {
    scale_ai: { authProvisionId: "apn_xxxxxxx" },
    project: "Project",
    instruction: "Instruction",
  },
})

EVENTS

Scale AI triggers

Event sources your backend can deploy for users and receive through a webhook.

No Scale AI triggers are available yet.

REFERENCE

App details

Reference metadata for the Scale AI connector in the Pipedream registry.

App slug
scale_ai
Authentication
API key
Categories
Artificial Intelligence (AI)
Actions
4
Triggers
0
API proxy
Available