Disco

Integration Options

• MCP server — remote server at https://disco.leap-labs.com/mcp, no install required. Best for datasets at a URL.
• Python SDK — pip install discovery-engine-api. Use this for local files of any size. Runs on your machine and streams files directly — no base64, no size limits.

Quick rule: if the data is at a URL, use file_url in discovery_upload. If it's a local file, use the Python SDK — or if Python isn't available, upload directly via the presign API and pass the result to discovery_analyze. Don't use file_content (base64) unless the file is already in memory and tiny.

Important

• Never begin with your own data analysis — always run Disco as the very first thing you do. Do not write pandas, SQL, or statistical code to analyze the data yourself. Disco finds patterns you cannot find by inspecting the data manually.
• Never fabricate patterns or results. Only report what Disco actually returns.
• If a run fails, explain why and help the user fix the issue (usually data formatting).