Data Workers documentation
Data Workers is an autonomous agentic data platform: a governed fleet of specialist agents that does data work — pipelines, incidents, quality, governance, cost, migration — inside the coding agents your team already uses, against the data stack you already run.
Three products, one shared context graph:
- Data Workers Agent Swarm — the fleet of specialist data agents, each an MCP server. The place to start reading.
- Data Workers Data Context Wizard — the governed knowledge graph your agents read, reason over, and write back to. Context your agents can trust.
- Data Workers Spellbook Data Catalog — the browser control plane where your team steers, approves, and audits the fleet. Research preview, labeled that way everywhere it appears.
Set up
Section titled “Set up”- Connect your coding agent — Claude Code, Cursor, Codex CLI, OpenCode, or any MCP client.
- Connect your data systems — 50+ connectors, each with exact environment variables and least-privilege grants.
- Verify — nothing shows as Connected until a live test passes: the three-state model.
Two minutes to a first answer, on sample data, no credentials:
claude mcp add data-workers -- npx -y dw-clawThen ask: “Scan the customer schema for PII.”
New customer?
Section titled “New customer?”If your company just started a pilot, your journey — kickoff, fleet rollout, SSO, the eval benchmark, and everything your security and procurement teams need — lives at docs.dataworkers.io/onboarding.
Working with an AI agent?
Section titled “Working with an AI agent?”These docs ship as llms.txt and an MCP server, and your agent can file bugs and feature requests directly.