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Connect your AI to data analysis

UniversalBench analyses spreadsheets and CSVs for your AI using real code, then returns just the answer, so large files never flood the conversation. It works with Claude, ChatGPT, Gemini, and any other MCP-compatible AI through one connection.

Connect data analysis in three steps

No credential needed

Data analysis is built in. There is nothing to create and nothing to store.

Connect and hand over a file

Add the MCP URL to your AI. It gives you an upload link for your spreadsheet or CSV, so the raw data stays out of the chat.

Ask your question

Ask what you want to know. Your AI analyses the file with real code and returns just the answer.

# add this one URL to Claude, ChatGPT, or Gemini https://universalbench-mcp.penantiaglobal.workers.dev/u/<your-key>
UniversalBench dashboard secret vault: enter the secret name on the left such as GITHUB_TOKEN, paste the secret value on the right, then save
The secret vault in your UniversalBench dashboard. Enter the secret name on the left, paste the secret value on the right, then Save. The matching capability unlocks automatically.

What your AI can do

Is there a data analysis MCP server to install?

No separate server to install or host. UniversalBench is the MCP server, and data analysis is one of the things it does for your AI behind a single connection. No credential is needed, data analysis is built in.

The same connection also handles getting answers out of large data files and more, so one setup covers far more than data analysis alone.

Frequently asked questions

How do I connect my AI to data analysis?

Add the single UniversalBench MCP URL to your AI. data analysis needs no credential, it is built in, so you can ask in plain language straight away. The same URL works with Claude, ChatGPT, Gemini, and any MCP-compatible AI.

Do I need an API key?

No. data analysis is built into UniversalBench, so there is no key to create and nothing to store. You only add the one MCP URL.

Does this work with ChatGPT and Gemini?

Yes. UniversalBench connects through one standard MCP link, so it works with Claude, ChatGPT, Gemini, and any MCP-compatible AI. You paste one URL and the capability is there.

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Connect your AI to data analysis free

One URL, first 1,000 calls free, no credit card.

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