Use Scale ai from Claude Code
Bring Scale ai context into engineering work while Type keeps app access attached to the teammate and workspace.
AI agent integrationScale ai
Scale ai integration for multiplayer collaboration with AI agents using Claude Code or Codex
One governed connection your whole team and its AI agents can share, with approved actions and human review, so working in Scale ai never means pasting credentials into a prompt.
CategoryAnalytics & Data
Automate Scale ai with Codex
Let coding agents ask for the right app action, preserve conversation context, and keep humans in the approval loop.
Connect open agent workflows
Use Type as the collaboration layer around OpenClaw and other LLM workflows that need app access.
Analytics & Data
What the Scale ai integration exposes
Scale AI provides data labeling and annotation services for machine learning, offering access to a global workforce and sophisticated tools for training AI models with high-quality labeled data
One connection, many teammates
Connect Scale ai once, then decide which teammates can use it for threads, automations, skills, and coding work.
Representative actions
- Add Studio Assignments
Tool to add project assignments to team members in Scale AI Studio. Use when you need to assign specific projects to team members by their email addresses. This action creates new assignments for the specified team members and projects.
- Add Task Tags
Tool to add tags to an existing task. Use when you need to tag or categorize tasks for organization and filtering. Automatically avoids duplicate tags.
- Create Batch
Tool to create a new batch within a project. Use when you need to group multiple tasks together for organizational and processing purposes.
- Create Document Transcription Task
Tool to create a document transcription task where workers transcribe and annotate information from single or multi-page documents. Use when you need to extract structured data from documents like invoices, forms, or screenshots.
- Create Image Annotation Task
Tool to create an image annotation task where annotators label images with vector geometric shapes (box, polygon, line, point, cuboid, ellipse). Use when you need to annotate objects in images with bounding boxes, polygons, or other geometric annotations.
Connection
API and auth details
Scale AI provides APIs for data labeling, annotation, model evaluation, and data engine workflows. Integrations can create tasks, manage batches/projects, retrieve annotations, configure callbacks, and support image, text, document, video, and generative AI data operations.
- Source
- Type catalog metadata
- Auth schemes
- API key
- API docs
- https://docs.scale.com/
- API reference
- https://docs.scale.com/reference
- Official site
- https://scale.com/
FAQ
Questions people ask before connecting Scale ai
Can Claude Code use Scale ai?
Yes. Type lets an AI teammate use connected Scale ai actions from a governed workspace context, so Claude Code work can reference the app without copying credentials into a local prompt.
Can Codex work with Scale ai through Type?
Yes. Codex can collaborate through Type with app context, skills, and approved actions. The Scale ai catalog entry includes public integration details and example capabilities where available.
Is this the same as a Scale ai MCP server?
Type exposes connected app capabilities to AI teammates and coding agents through Type's integration layer. Teams use it when they want shared app access, human review, and teammate-level permissions around agent work.
More analytics & data apps for AI teammates
Perplexity AI provides conversational AI models for generating human-like text responses
SerpApi provides a real-time API for structured search engine results, allowing developers to scrape, parse, and analyze SERP data for SEO and research
Firecrawl automates web crawling and data extraction, enabling organizations to gather content, index sites, and gain insights from online sources at scale
Tavily offers search and data retrieval solutions, helping teams quickly locate and filter relevant information from documents, databases, or web sources