# Scale ai MCP - Tools, Setup and Examples | FlyMy.AI

> Scale ai MCP for Claude, Cursor and Codex. AI workflows, with 41 actions. Your API key. See setup, examples and pricing.

Page: https://flymy.ai/mcp/scale-ai/

MCP / AI and media

# Scale ai MCP: AI workflows

Scale AI provides data labeling and annotation services for machine learning, offering access to a global workforce and sophisticated tools for training AI... Connect it to Claude, Codex, Cursor or any MCP client through one FlyMy.AI MCP.

[Connect Scale ai](https://flymy.ai/mcp/scale-ai/#connect) [What it can do](https://flymy.ai/mcp/scale-ai/#actions)

Your own API key, 41 actions, AI and media

$ YOUR NEXT RUN

Claude Code, Codex, Cursor, Any agent

## Use Scale ai MCP in your assistant

Paste this prompt into Claude Code, Codex, Cursor or any agent. It reads the guide and helps you connect.

```
Read https://flymy.ai/skill.md and https://flymy.ai/mcp/scale-ai.md. Help me connect Scale ai MCP to this assistant. Then help me run this task: Use Scale ai to add studio assignments. Ask me for the required inputs first and show the result.
```

[Open FlyMy.AI](https://app.flymy.ai/new-agent) [Download brief](https://flymy.ai/mcp/scale-ai.md)

## What Scale ai MCP can do

41 actions in the FlyMy.AI catalog, the most used first. Your agent finds them through search_tools and calls the one the task needs.

| Action | What it does |
|---|---|
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_ADD_STUDIO_ASSIGNMENTS) `SCALE_AI_ADD_STUDIO_ASSIGNMENTS` | Add project assignments to team members in Scale AI Studio. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_ADD_TASK_TAGS) `SCALE_AI_ADD_TASK_TAGS` | Add tags to an existing task. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_CREATE_BATCH) `SCALE_AI_CREATE_BATCH` | Create a new batch within a project. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_CREATE_DOCUMENT_TRANSCRIPTION_TASK) `SCALE_AI_CREATE_DOCUMENT_TRANSCRIPTION_TASK` | Create a document transcription task where workers transcribe and annotate information from single or multi-page documents. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_CREATE_IMAGE_ANNOTATION_TASK) `SCALE_AI_CREATE_IMAGE_ANNOTATION_TASK` | Create an image annotation task where annotators label images with vector geometric shapes (box, polygon, line, point, cuboid, ellipse). |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_CREATE_LIDAR_ANNOTATION_TASK) `SCALE_AI_CREATE_LIDAR_ANNOTATION_TASK` | Create a lidar annotation task where annotators mark objects with 3D cuboids in 3D space. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_CREATE_LIDAR_SEGMENTATION_TASK) `SCALE_AI_CREATE_LIDAR_SEGMENTATION_TASK` | Create a LiDAR segmentation task where annotators assign semantic class labels to individual LiDAR points. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_CREATE_NAMED_ENTITY_RECOGNITION_TASK) `SCALE_AI_CREATE_NAMED_ENTITY_RECOGNITION_TASK` | Create a named entity recognition task for labelers to highlight text entity mentions. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_CREATE_SEGMENTATION_ANNOTATION_TASK) `SCALE_AI_CREATE_SEGMENTATION_ANNOTATION_TASK` | Create a segmentation task where annotators classify pixels in an image according to provided labels. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_CREATE_TEXT_COLLECTION_TASK) `SCALE_AI_CREATE_TEXT_COLLECTION_TASK` | Create a textcollection task for collecting information from attachments and/or web sources. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_CREATE_VIDEO_ANNOTATION_TASK) `SCALE_AI_CREATE_VIDEO_ANNOTATION_TASK` | Create a video annotation task where annotators draw geometric shapes around specified objects across video frames. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_CREATE_VIDEO_PLAYBACK_ANNOTATION_TASK) `SCALE_AI_CREATE_VIDEO_PLAYBACK_ANNOTATION_TASK` | Create a video playback annotation task where annotators draw shapes around specified objects in video files. |

**Show all 41 actions**

| Action | What it does |
|---|---|
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_DELETE_TASK_TAGS) `SCALE_AI_DELETE_TASK_TAGS` | Remove specified tags from a Scale AI task. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_DELETE_TASK_UNIQUE_ID) `SCALE_AI_DELETE_TASK_UNIQUE_ID` | Remove the unique identifier from a task. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_FINALIZE_BATCH) `SCALE_AI_FINALIZE_BATCH` | Finalize a batch so its tasks can be worked on. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_GET_ASSETS) `SCALE_AI_GET_ASSETS` | Retrieve file assets with filtering capabilities by project and metadata. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_GET_BATCH) `SCALE_AI_GET_BATCH` | Retrieve the details of a batch with the specified name. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_GET_BATCH_STATUS) `SCALE_AI_GET_BATCH_STATUS` | Retrieve the current status of a batch and task completion counts. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_GET_FIXLESS_AUDITS) `SCALE_AI_GET_FIXLESS_AUDITS` | Retrieve fixless audits by task ID or audit ID. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_GET_PROJECT) `SCALE_AI_GET_PROJECT` | Retrieve details about a specific Scale AI project using its unique identifier. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_GET_QUALITY_LABELERS) `SCALE_AI_GET_QUALITY_LABELERS` | Retrieve training attempts matching provided filter parameters. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_GET_STUDIO_ASSIGNMENTS) `SCALE_AI_GET_STUDIO_ASSIGNMENTS` | Retrieve current project assignments of all active team users in Scale AI Studio. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_GET_STUDIO_BATCHES) `SCALE_AI_GET_STUDIO_BATCHES` | Retrieve basic information about all pending batches in Studio. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_GET_TASK) `SCALE_AI_GET_TASK` | Retrieve detailed information about a specific task in Scale AI. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_GET_TEAMS) `SCALE_AI_GET_TEAMS` | Retrieve basic information about all team members associated with the account. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_GET_V1_TASK) `SCALE_AI_GET_V1_TASK` | Retrieve detailed information about a specific task using its task ID. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_GET_V1_TASK_RESPONSE_URL) `SCALE_AI_GET_V1_TASK_RESPONSE_URL` | Retrieve secure authenticated task response data. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_IMPORT_FILE) `SCALE_AI_IMPORT_FILE` | Import files from an external URL endpoint into Scale's system rather than uploading directly from local storage. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_INVITE_TEAM_MEMBER) `SCALE_AI_INVITE_TEAM_MEMBER` | Invite users by email to team with specified role. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_LIST_BATCHES) `SCALE_AI_LIST_BATCHES` | Retrieve all batches in descending order by creation date. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_LIST_PROJECTS) `SCALE_AI_LIST_PROJECTS` | Retrieve information for all projects in the Scale AI account with optional archived filtering. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_LIST_TASKS) `SCALE_AI_LIST_TASKS` | Retrieve a paginated list of tasks in descending order by creation time. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_POST_V1_TASK_SEND_CALLBACK) `SCALE_AI_POST_V1_TASK_SEND_CALLBACK` | Re-send a callback for a completed or errored task to the callback_url. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_REMOVE_STUDIO_ASSIGNMENTS) `SCALE_AI_REMOVE_STUDIO_ASSIGNMENTS` | Unassign projects from specified team members in Scale AI Studio. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_RESET_BATCH_PRIORITIES) `SCALE_AI_RESET_BATCH_PRIORITIES` | Restore batch priority order to default order (calibration batches first, then sorted by creation date). |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_SET_BATCH_PRIORITIES) `SCALE_AI_SET_BATCH_PRIORITIES` | Modify batch priority order in Scale AI Studio. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_SET_PROJECT_ONTOLOGY) `SCALE_AI_SET_PROJECT_ONTOLOGY` | Set ontologies on a Scale AI project. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_SET_PROJECT_PARAMS) `SCALE_AI_SET_PROJECT_PARAMS` | Set default parameters for tasks created under a project. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_SET_TASK_METADATA) `SCALE_AI_SET_TASK_METADATA` | Set key-value metadata on an existing Scale AI task. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_UPDATE_TASK_UNIQUE_ID) `SCALE_AI_UPDATE_TASK_UNIQUE_ID` | Update or assign a unique identifier to a task. |
| [#](https://flymy.ai/mcp/scale-ai/#method-SCALE_AI_UPLOAD_FILE) `SCALE_AI_UPLOAD_FILE` | Upload a local file to Scale's servers with a maximum size limit of 80 MB per file. |

## Ask your agent

Requests to paste as they are. Each one runs on the actions named under it.

**“Use Scale ai to add studio assignments. Ask me for the required inputs first and show the result.”** uses `SCALE_AI_ADD_STUDIO_ASSIGNMENTS`

**“Use Scale ai to add task tags. Ask me for the required inputs first and show the result.”** uses `SCALE_AI_ADD_TASK_TAGS`

**“Use Scale ai to create batch. Ask me for the required inputs first and show the result.”** uses `SCALE_AI_CREATE_BATCH`

## Connect Scale ai in a minute

One MCP for every integration. Add it once, then every MCP in the catalog is a request away.

1. 01 ### Add FlyMy.AI Add the FlyMy.AI MCP to your assistant with one of the commands below and sign in. No key to copy.
2. 02 ### Add your API Key Paste it into the Scale ai [connection settings](https://app.flymy.ai/mcp-configs#scale_ai) once; it stays with FlyMy.AI, never in a prompt or a chat.
  - **API Key** - Your Scale AI API Key from https://dashboard.scale.com/studio/settings/apikey. Test keys return dummy responses, live keys process real tasks. [Get API key →](https://dashboard.scale.com/studio/settings/apikey)
3. 03 ### Ask Paste a request from this page. Every run shows what it cost.

Claude Code

```
claude mcp add --transport http flymyai https://mcp-agents.flymy.ai/mcp
```

Then run /mcp in Claude Code and sign in.

Codex

```
codex mcp add flymy --url https://mcp-agents.flymy.ai/mcp
```

Then run codex mcp login flymy to sign in.

claude.ai and Claude Desktop

```
https://mcp-agents.flymy.ai/mcp
```

Settings, Connectors, Add custom connector: paste this URL.

## Pay per run

FlyMy.AI bills the run: the model and the tool's seconds. Calls go to your own Scale ai account, under its plan and limits. No seats and no minimum.

[See usage pricing →](https://flymy.ai/pricing/)

## More AI and media MCPs

Models, speech, images, video and document AI.

### ElevenLabs

ElevenLabs TTS/STT

13 actions / no key

Link: https://flymy.ai/mcp/elevenlabs/

### Gemini 3.8 Flash (vision)

Gemini 3.8 Flash reads an image or a video and answers

1 action / no key

Link: https://flymy.ai/mcp/gemini-vlm/

### Whisper

OpenAI Whisper speech-to-text

1 action / no key

Link: https://flymy.ai/mcp/whisper/

### Abyssale

Abyssale is a creative automation platform that enables users to generate images, videos, GIFs, PDFs, and HTML5 content programmatically, streamlining...

4 actions / your API key

Link: https://flymy.ai/mcp/abyssale/

### Adrapid

Adrapid is a tool designed for efficient creation of digital marketing visuals, including banners, images, videos, and HTML5 content, utilizing reusable...

3 actions / your API key

Link: https://flymy.ai/mcp/adrapid/

### Affinda

Affinda provides an AI-powered document processing platform that automates data extraction from various document types

39 actions / your API key

Link: https://flymy.ai/mcp/affinda/

## Go to the source

[Scale ai in the docs →](https://docs.flymy.ai/mcp/apps/scale_ai), [Scale ai connection settings →](https://app.flymy.ai/mcp-configs#scale_ai), [Scale ai website →](https://scale.com/), [Every MCP in the catalog →](https://flymy.ai/mcp/#catalog), [Usage pricing →](https://flymy.ai/pricing/)

From the FlyMy.AI platform catalog of 2026-11-03: name, description, actions and setup as the platform lists them. Examples are requests to paste, not recorded runs.

---

For agents: the FlyMyAI operating guide (sign up, connect, run models, tools and agents) is https://flymy.ai/skill.md, and https://flymy.ai/llms.txt lists the other pages and the documentation.