What it can do

Rowhint Get Seat Score: Get the quality score (1-10), color rating, and detailed notes for a specific airline seat. Returns comfort assessment, recline data, proximity warnings, and window alignment i

Rowhint Get Best Seats: Find the highest-rated seats on a specific aircraft configuration. Filter by cabin class (economy, premium, business, first) and number of results. Use when someone asks "What'

Rowhint Compare Seats: Compare two specific seats on the same aircraft side by side. Returns scores, notes, dimensions, and a recommendation for which seat is better. Use when someone asks "Should I p

RowHint MCP Server

Airline seat quality intelligence via MCP. Per-seat quality scores (1-10) with plain-English notes for 66+ aircraft configurations across 10 US airlines. Every score is hand-verified against live airline seat maps.

Setup

Add to your Claude Desktop config:

{
  "mcpServers": {
    "rowhint": {
      "url": "https://mcp.rowhint.com/mcp"
    }
  }
}

No API key required. All 5 tools are free.

Key Features

Per-seat quality scores (1-10) with transparent methodology
Plain-English notes explaining why each seat scores the way it does
Best seat finder filtered by cabin class
Side-by-side seat comparison with score differences and summary
Windowless window seat detection
66+ hand-verified configs across AA, DL, UA, WN, B6, AS, HA, F9, NK, G4

Available Tools

rowhint_get_seat_score — Get quality score and notes for a specific seat
rowhint_get_best_seats — Find the highest-rated seats by cabin class
rowhint_compare_seats — Compare two seats side by side
rowhint_get_config_overview — Get full seat map overview for an aircraft
rowhint_get_windowless_seats — Find window seats that actually have no window

Use Cases

Travelers asking AI assistants "What's the best seat on my Delta A321neo flight?"
Travel app developers adding seat quality data to booking tools
AI travel agents making personalized seat recommendations
Corporate travel tools optimizing seat assignments

FAQ

Does it cover international airlines? Not yet — currently covers 10 US airlines. International carriers are on the roadmap.

How are scores calculated? Each seat is scored 1-10 based on legroom, recline, proximity to galley/lavatory, window alignment, and hardware. Full methodology at rowhint.com.

Is an API key required? No. All tools are free with no authentication required.

How often is the data updated? Configurations are hand-verified against live airline booking sites and updated when airlines change their layouts.

RowHint

What it can do

What data it sees

Do you need an account

RowHint MCP Server

Setup

Key Features

Available Tools

Use Cases

FAQ

rowhint_get_seat_score	Get the quality score (1-10), color rating, and detailed notes for a specific airline seat. Returns comfort assessment, recline data, proximity warnings, and window alignment issues. Use when someone asks "Is seat 14A good on the Delta 737-800?" or wants to know about a specific seat before booking.
rowhint_get_best_seats	Find the highest-rated seats on a specific aircraft configuration. Filter by cabin class (economy, premium, business, first) and number of results. Use when someone asks "What's the best seat on the United 777?" or "Best economy seat on Delta A321neo?"
rowhint_compare_seats	Compare two specific seats on the same aircraft side by side. Returns scores, notes, dimensions, and a recommendation for which seat is better. Use when someone asks "Should I pick 14A or 22F on the Southwest 737 MAX 8?" or is deciding between two seats.
rowhint_get_config_overview	Get a summary of an aircraft configuration including total seats, cabin layout, best and worst seats per cabin, and facility locations (galleys, lavatories). Use when someone asks "Tell me about the American Airlines 787-9" or wants a general overview before choosing a seat. Also use to discover valid config_ids for other tools.
rowhint_get_windowless_seats	List all window-position seats that have no actual window on a specific aircraft. These are seats labeled as window seats in airline booking systems but where the fuselage structure blocks the view. Use when someone asks about window seats, specifically wants to avoid windowless positions, or is choosing between window seats.