Mumbai cafes and bars on a map: which cafes and bars can AI agents use?
The map shows 434 cafes and bars in Mumbai cafes and bars with a website of their own. Each dot sits where OpenStreetMap places the business and is coloured by its Agent-Direct grade. 59 score A or B (yellow), 136 score C or D (grey) and 239 score F (ink). For 130 of the F grades, the site couldn't be reached. As of 2026-11-05.
businesses on the map
score A or B
score C or D
score F
Coordinates and listings come from OpenStreetMap contributors (ODbL). The frame is the index's bounding box. Grades come from the latest full scan of each site. The SVG · Markdown · the leaderboard · places to book or order from directly.
No neighbourhood table yet
The OpenStreetMap listings in this index don't name a neighbourhood in their address tags, so there's nothing to group by. OpenStreetMap mappers can add addr:suburb, and the table shows up the day after.