getqueryly: MCP Server and API for AI Data Analysis (CSV to Charts in Minute)

A developer launched GetQueryly, an MCP server and REST API that lets AI assistants analyze uploaded data files such as CSV, Excel, JSON, PDF, and Parquet and return charts with short explanations and a Quick Insight summary. The tool works with Claude, Cursor, and other MCP clients, and results can be shared via public links without requiring viewer accounts. The developer said they will answer questions in the comments about file types and tool chains.

GetQueryly has an MCP server and API for AI data analysis. Upload a CSV, Excel, JSON, PDF, or Parquet file, ask in plain English, and get charts with short explanations plus a Quick Insight summary. Works out of the box with Claude, Cursor, and any MCP client, or via straight REST from your own app. Why an MCP Server for Data Analysis? AI assistants often guess about your data because they cannot see it directly. Point GetQueryly at your file, and the guesswork stops. The assistant calls a tool, the calculations run on your actual upload, and every result ships with a chart that proves it. Use it when you want average revenue by region with visual proof, outliers flagged before you chart, or a consensus check from three distinct analyst passes on a hard call. Setup: MCP in 5 Minutes Endpoint: https://getqueryly.com/mcp/sse https://getqueryly.com/mcp/sse Add the following to your MCP client config: { "mcpServers": { "getqueryly": { "url": " https://getqueryly.com/mcp/sse https://getqueryly.com/mcp/sse ", "headers": { "X-API-Key": "dmk your key here" } } } } Restart your client and ask "list getqueryly tools" to verify the connection. Setup: REST API for Servers & Scripts Same key, same costs. Send your key via the X-API-Key header. Base URL: https://getqueryly.com https://getqueryly.com Query the Session curl -X POST https://getqueryly.com/api/data-scientist/query https://getqueryly.com/api/data-scientist/query \ -F "session id=ds 1720000000 abc12" \ -F "query=Show average revenue by region" Health Checks, Insights & Chat curl -H "X-API-Key: dmk your key here" \ https://getqueryly.com/api/data-scientist/health/ds 1720000000 abc12 https://getqueryly.com/api/data-scientist/health/ds 1720000000 abc12 curl -H "X-API-Key: dmk your key here" \ https://getqueryly.com/api/data-scientist/insights/ds 1720000000 abc12 https://getqueryly.com/api/data-scientist/insights/ds 1720000000 abc12 curl -X POST https://getqueryly.com/api/chat https://getqueryly.com/api/chat \ -H "X-API-Key: dmk your key here" \ -H "Content-Type: application/json" \ -d '{"message":"Summarize this session for standup"}' Tool Costs & Pricing Model Can I share results without login credentials? Yes. One click generates a public share link containing the charts and narrative. Viewers do not need an account, while raw file downloads remain owner-only. Where do I start? Head over to getqueryly.com, grab an API key, check the API Docs, and run your first upload curl. I built GetQueryly and will be hanging out in the comments Post your file type and question below, and I'll reply with the exact prompt and cheapest tool chain to use.