The public operator door is One Seat on never86.ai. Operators claim the free owner seat here, not on ChatGPT. Grok can explain a card after the formula runs. It does not invent the dollars. This is not a Grok-resale product. The public MCP still reads only the numbers or CSV you deliberately send. It cannot log into a POS or move money.
Public MCP endpoint · read-only
Use this endpoint for public operator methods and analysis you explicitly provide to the AI client. It is intentionally separate from the authenticated Never86'd Operator app, which holds each restaurant's private evidence and requires its own authorization.
MCP endpoint (paste into every LLM)
https://www.never86.ai/api/mcp
Preferred explain path · remote MCP. Grok explains after the formula.
Grok
1. The free owner seat is on never86.ai. Do not onboard operators on ChatGPT.
2. Grok can explain a formula card after the formula runs. It does not invent the dollars.
3. Or open grok.com/connectors → New Connector → Custom and enter the public MCP URL.
Analyze this labor CSV and show me the three biggest schedule-versus-actual review leads.
Prices
Read this invoice CSV SKU by SKU and show me every price increase over 5%.
Process
Build today's Action Shift from my prior-day close. No more than three moves.
Private Never86'd Operator app
Prepared for formal ChatGPT app review.
The private owner app is a different surface: authenticated, tenant-scoped, and designed for a restaurant's own evidence, owner interview, action queue, and explicit private writes. It is not exposed through the public endpoint above.
Public connector: available through the provider-specific paths above. ChatGPT directory/plugin publication for the private owner app: not claimed until review is completed.