MCP integration

Data Aqmen ships a built-in MCP server, so any MCP-capable agent can work inside your workspaces: read your data, run SQL, build transformations, charts, and views, load researched data with citations, and record insights. This is the recommended way to use Data Aqmen — the UI is always there, but an agent moves faster and leaves the same auditable trail. Authorization is OAuth with your Data Aqmen account; there are no API keys to manage.

Claude

  1. In Claude (web or desktop), open Settings → Connectors → Add custom connector.
  2. Enter your Data Aqmen MCP URL: https://data-aqmen-ai-mcp-app.vercel.app/api/mcp.
  3. Claude opens Data Aqmen's sign-in — authorize with your Data Aqmen account.

ChatGPT

In ChatGPT, add a connector (under connectors / developer mode, depending on your plan) and point it at the same MCP URL: https://data-aqmen-ai-mcp-app.vercel.app/api/mcp. OAuth sign-in works the same — ChatGPT sends you to Data Aqmen's sign-in to authorize.

Other clients

Any MCP client works: point it at https://data-aqmen-ai-mcp-app.vercel.app/api/mcp. Data Aqmen supports OAuth with dynamic client registration, so clients can register themselves — no API keys, no manual credential setup.

What an agent can do once connected

  • Orient: it reads every dataset, column meaning, and recorded insight before it starts — informed, not blind.
  • Analyze: run read-only SQL, show interactive charts in the chat, save the useful ones as queries in your workspace.
  • Build: create transformations, views, and collections.
  • Load data: research a topic, clean the results into a CSV, upload it, and cite every source — the same provenance rules you follow.
  • Record conclusions: insights land in your workspace with their evidence attached, ready for you to validate or reject.

Good first prompts

  • "Describe my workspace and tell me what's worth looking at."
  • "Load the latest public funding data for <industry> into a new collection, with sources."
  • "Analyze <dataset> and record your conclusions as insights."

Everything an agent does shows up in the workspace Activity feed, so you can always see what happened while you were away.

Faster with an agent — this page is the agent setup. Once connected, every "Faster with an agent" prompt in this guide works verbatim in your chat — start with one and watch the results land in your workspace.