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Explorer/MCP/rowhint-ntm5/RowHint
REMOTE

RowHint

rowhint-ntm5/RowHint

# 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: ```json { "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 1. **`rowhint_get_seat_score`** — Get quality score and notes for a specific seat 2. **`rowhint_get_best_seats`** — Find the highest-rated seats by cabin class 3. **`rowhint_compare_seats`** — Compare two seats side by side 4. **`rowhint_get_config_overview`** — Get full seat map overview for an aircraft 5. **`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](https://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.

5 tools available
The Newcomer
Hasn't been around long. Nothing caught our attention, but there isn't much history to go on yet.
Time indexed (1mo)
5toolsRemote/ HTTP1moindexed
100% uptime · 296ms avgChecked May 17, 2026
Quality Score
57/95
Established
Risk Score
0/100
Clean
How is this calculated?
Quality Breakdown
Tenure10.1/20
39 days indexed
Capability16/25
Tools: 4/13 (5 tools)
Description: 5/5
Endpoint: 7/7
Adoption6.2/25
Use count: 6.2/20 (35 uses)
Multi-registry: 0/5 (1 registry)
Reliability25/25
Currently live: 10/10
Uptime history: 15/15 100% (26/26 checks)
Security scan: 0 pts in v1.0; ready to weight when coverage improves
Risk
0Clean
No signals detected.
The scanner shows
5 tools. Nothing caught our attention.
First indexed Apr 8, 2026
Server Profile
Tools catalogued
5
5 tools available. Full list below.
Hosting
Remote / HTTP
Runs on the internet. No access to your filesystem, SSH keys, or environment variables.
Registry presence
Not verified
Not yet verified by the Official MCP Registry.
Liveness
100%
Based on 33 checks. Average response: 296ms.
Publisher Verification
Not yet verified by the Official MCP Registry.
Endpoint
https://rowhint.run.tools
Tools (5)
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.

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