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.
$ YOUR NEXT RUN
Any agentUse 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.
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 |
|---|---|
# SCALE_AI_ADD_STUDIO_ASSIGNMENTS | Add project assignments to team members in Scale AI Studio. |
# SCALE_AI_ADD_TASK_TAGS | Add tags to an existing task. |
# SCALE_AI_CREATE_BATCH | Create a new batch within a project. |
# SCALE_AI_CREATE_DOCUMENT_TRANSCRIPTION_TASK | Create a document transcription task where workers transcribe and annotate information from single or multi-page documents. |
# 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). |
# SCALE_AI_CREATE_LIDAR_ANNOTATION_TASK | Create a lidar annotation task where annotators mark objects with 3D cuboids in 3D space. |
# SCALE_AI_CREATE_LIDAR_SEGMENTATION_TASK | Create a LiDAR segmentation task where annotators assign semantic class labels to individual LiDAR points. |
# SCALE_AI_CREATE_NAMED_ENTITY_RECOGNITION_TASK | Create a named entity recognition task for labelers to highlight text entity mentions. |
# SCALE_AI_CREATE_SEGMENTATION_ANNOTATION_TASK | Create a segmentation task where annotators classify pixels in an image according to provided labels. |
# SCALE_AI_CREATE_TEXT_COLLECTION_TASK | Create a textcollection task for collecting information from attachments and/or web sources. |
# SCALE_AI_CREATE_VIDEO_ANNOTATION_TASK | Create a video annotation task where annotators draw geometric shapes around specified objects across video frames. |
# 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 |
|---|---|
# SCALE_AI_DELETE_TASK_TAGS | Remove specified tags from a Scale AI task. |
# SCALE_AI_DELETE_TASK_UNIQUE_ID | Remove the unique identifier from a task. |
# SCALE_AI_FINALIZE_BATCH | Finalize a batch so its tasks can be worked on. |
# SCALE_AI_GET_ASSETS | Retrieve file assets with filtering capabilities by project and metadata. |
# SCALE_AI_GET_BATCH | Retrieve the details of a batch with the specified name. |
# SCALE_AI_GET_BATCH_STATUS | Retrieve the current status of a batch and task completion counts. |
# SCALE_AI_GET_FIXLESS_AUDITS | Retrieve fixless audits by task ID or audit ID. |
# SCALE_AI_GET_PROJECT | Retrieve details about a specific Scale AI project using its unique identifier. |
# SCALE_AI_GET_QUALITY_LABELERS | Retrieve training attempts matching provided filter parameters. |
# SCALE_AI_GET_STUDIO_ASSIGNMENTS | Retrieve current project assignments of all active team users in Scale AI Studio. |
# SCALE_AI_GET_STUDIO_BATCHES | Retrieve basic information about all pending batches in Studio. |
# SCALE_AI_GET_TASK | Retrieve detailed information about a specific task in Scale AI. |
# SCALE_AI_GET_TEAMS | Retrieve basic information about all team members associated with the account. |
# SCALE_AI_GET_V1_TASK | Retrieve detailed information about a specific task using its task ID. |
# SCALE_AI_GET_V1_TASK_RESPONSE_URL | Retrieve secure authenticated task response data. |
# SCALE_AI_IMPORT_FILE | Import files from an external URL endpoint into Scale's system rather than uploading directly from local storage. |
# SCALE_AI_INVITE_TEAM_MEMBER | Invite users by email to team with specified role. |
# SCALE_AI_LIST_BATCHES | Retrieve all batches in descending order by creation date. |
# SCALE_AI_LIST_PROJECTS | Retrieve information for all projects in the Scale AI account with optional archived filtering. |
# SCALE_AI_LIST_TASKS | Retrieve a paginated list of tasks in descending order by creation time. |
# SCALE_AI_POST_V1_TASK_SEND_CALLBACK | Re-send a callback for a completed or errored task to the callback_url. |
# SCALE_AI_REMOVE_STUDIO_ASSIGNMENTS | Unassign projects from specified team members in Scale AI Studio. |
# SCALE_AI_RESET_BATCH_PRIORITIES | Restore batch priority order to default order (calibration batches first, then sorted by creation date). |
# SCALE_AI_SET_BATCH_PRIORITIES | Modify batch priority order in Scale AI Studio. |
# SCALE_AI_SET_PROJECT_ONTOLOGY | Set ontologies on a Scale AI project. |
# SCALE_AI_SET_PROJECT_PARAMS | Set default parameters for tasks created under a project. |
# SCALE_AI_SET_TASK_METADATA | Set key-value metadata on an existing Scale AI task. |
# SCALE_AI_UPDATE_TASK_UNIQUE_ID | Update or assign a unique identifier to a task. |
# 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.
SCALE_AI_ADD_STUDIO_ASSIGNMENTSSCALE_AI_ADD_TASK_TAGSSCALE_AI_CREATE_BATCHConnect Scale ai in a minute
One MCP for every integration. Add it once, then every MCP in the catalog is a request away.
- 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.
- 02
Add your API Key
Paste it into the Scale ai connection settings 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 →
- 03
Ask
Paste a request from this page. Every run shows what it cost.
claude mcp add --transport http flymyai https://mcp-agents.flymy.ai/mcp
Then run /mcp in Claude Code and sign in.
codex mcp add flymy --url https://mcp-agents.flymy.ai/mcp
Then run codex mcp login flymy to sign in.
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.
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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.