Buying a stock? See the honest analysis first — including when it doesn't work.

Search a ticker — or a strategy idea — and qbuntu returns what rigorous quantitative analysis actually found: the verdict (live / promising / marginal / rejected), the numbers, and the failures everyone else hides. Look it up yourself, or let your AI pull it — a free API token + MCP wire qbuntu into ChatGPT, Claude, or Cursor, and every page has a machine-readable mirror. Research, not hype — passing a backtest ≠ prints money.