Anomaly AI

Anomaly AI is an AI data analyst for large datasets and spreadsheets. This connector lets Claude pass a question about your data to Anomaly, which runs the analysis in your Anomaly account and sends the result back into the conversation. Use it for files too large for a chat, data that lives in Google Analytics 4, BigQuery, Shopify or Google Sheets, and analysis you repeat or share as dashboards and scheduled reports.

What you can do:

• See your Anomaly projects and the conversations in each one, including chats you started in the Anomaly app.
• Ask a question about a project's data. Anomaly runs the analysis itself: the queries, charts, dashboards, spreadsheets and reports.
• Look through your data for unusual changes (spikes, drops, outliers, broken trends) and rank them by how much they matter, with the evidence for each.
• Pick up a long analysis later. If an answer is still being worked on, Claude collects it once it is ready.
• Look up how Anomaly works: which files and data sources it supports and what happens to your data.

What comes back: a plain-text answer, a link that opens each dashboard or insight in Anomaly, a download link for each generated file, and pictures of the charts.

Anomaly works on the data you have connected to a project, such as Excel and CSV files, Google Sheets, GA4, BigQuery and databases.

Connecting: you sign in to Anomaly in your browser and click Allow. There is no API key to copy.

Before you connect: you need an Anomaly account (sign up at app.findanomaly.ai). No data in Anomaly yet? Claude gives you a link to add files (up to 1 GB) or connect a source such as Google Analytics 4, BigQuery or Shopify. Each question uses your Anomaly credits and is saved as a chat in your Anomaly project.

Setup guide: https://www.findanomaly.ai/mcp