Connect an agent

aqmen is an MCP server. Any MCP-capable assistant can work inside your workspaces: read the data, run SQL, build transformations, spreadsheets, charts and views, load researched data with citations, and record insights. Authorization is OAuth with your aqmen account; there are no API keys.

The URL is on Settings → MCP integration, with a Copy button. It is https://platform.aqmen.ai/api/mcp.

Claude

1. In Claude (web or desktop), open Settings → Connectors → Add custom connector.
2. Paste the MCP URL.
3. Claude opens aqmen's sign-in: authorize with your account.

ChatGPT

Add a connector (under connectors or developer mode, depending on your plan) and point it at the same URL. OAuth works the same way.

Other clients

Any MCP client works: point it at the URL. aqmen supports OAuth with dynamic client registration, so clients register themselves.

What an agent does once connected

• Orients: it reads the workspace docs, every dataset and column meaning, the models and the recorded insights before it starts.
• Loads data: researches a topic, cleans the results, uploads them as datasets and cites every source — the same rules you follow.
• Derives and models: writes transformations, builds spreadsheet models with calculated columns, checks and hypotheses, following the modeling practice it is taught.
• Shows: creates charts and views, and shows them in the chat.
• Concludes: records insights with their evidence attached, for you to validate or reject.

Everything it does lands in the workspace and in Activity, so you can see what happened while you were away.

Good first prompts

• "Describe my workspace and tell me what's worth looking at."
• "Load the latest public data on <topic> into a new collection, with sources."
• "Build a bottom-up model of <market> in a spreadsheet, and chart it."
• "Analyze <dataset> and record your conclusions as insights."

Faster with an agent — this page is the agent setup. Once connected, every prompt in this guide works verbatim in your chat.