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com.rowhint/seat-intelligence

REMOTE · MCP.ROWHINT.COM · SCANNED AUG 3

Airline seat quality scores (1-10) with notes. 61+ configs across 10 US airlines.

Available components

+1 this week 62 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →

Endpoint Security46
Transport & Reachability100
Schema Quality & AI Usability74
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 1031 tokens (~128/item across 8 items; 8 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · mcp.rowhint.com

# add to Claude Code
claude mcp add --transport http com-rowhint-seat-intelligence https://mcp.rowhint.com/mcp
# ~/.codex/config.toml
[mcp_servers.com-rowhint-seat-intelligence]
url = "https://mcp.rowhint.com/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-rowhint-seat-intelligence": {
      "type": "remote",
      "url": "https://mcp.rowhint.com/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add com-rowhint-seat-intelligence --url https://mcp.rowhint.com/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  com-rowhint-seat-intelligence:
    url: "https://mcp.rowhint.com/mcp"
// mcp.json
{
  "mcpServers": {
    "com-rowhint-seat-intelligence": {
      "type": "http",
      "url": "https://mcp.rowhint.com/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 2 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 Jul 26 −2
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 29 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

  • 27 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 60

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://mcp.rowhint.com/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=rowhint.com CN=YE2,O=Let's Encrypt,C=US 2 Jul 2026 30 Sept 2026 ECDSA 256 ECDSA-SHA384 6fb093505f5fc137448e4dffc1d12f2c2ee
SANs: *.rowhint.com, rowhint.com
CN=YE2,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 4df3b15dd6c0784c507cd37b58e6f115
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd
DNSSEC insecure

Validation of mcp.rowhint.com. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
rowhint.com. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://mcp.rowhint.com/mcp Verified 200
http (plaintext) http://mcp.rowhint.com/mcp Inconclusive 406
MCP tools — 8 exposed · ~1,031 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
rowhint_compare_seats ~119

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.

NameTypeReqDescription
config_idstringyesAircraft configuration ID
seat_astringyesFirst seat to compare (e.g., 14A)
seat_bstringyesSecond seat to compare (e.g., 22F)

No output schema declared.

No examples provided.

rowhint_get_best_seats ~116

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?"

NameTypeReqDescription
cabinstringFilter by cabin tier. Omit for all cabins.
config_idstringyesAircraft configuration ID
limitintegerNumber of seats to return (default 3, max 10)

No output schema declared.

No examples provided.

rowhint_get_config_overview ~148

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.

NameTypeReqDescription
aircraftstringAircraft slug (e.g., boeing-787-9). Use with airline.
airlinestringAirline slug (e.g., american-airlines). Use with aircraft.
config_idstringDirect configuration ID (e.g., AA-789). Takes precedence if both provided.

No output schema declared.

No examples provided.

rowhint_get_seat_score ~142

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.

NameTypeReqDescription
config_idstringyesAircraft configuration ID (e.g., DL-738, UA-77W). Get valid IDs from rowhint_get_config_overview.
seatstringyesSeat identifier — row number + letter (e.g., 21A, 3F, 45K)

No output schema declared.

No examples provided.

rowhint_get_windowless_seats ~83

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.

NameTypeReqDescription
config_idstringyesAircraft configuration ID

No output schema declared.

No examples provided.

rowhint_help_me_pick ~100

Conversational seat picker. Asks the user a few structured questions (flight, route length, what they care most about, cabin class), then returns the top 3 seat recommendations with notes. Use this when someone wants help choosing but hasn't specified a seat or even which aircraft — the tool walks them through it via elicitation.

NameTypeReqDescription
flightstringOptional flight number. If omitted, the tool will elicit it from the user.

No output schema declared.

No examples provided.

rowhint_pick_seat ~187

Get the best seat recommendations for a specific flight. Takes a flight number (e.g., "UA1234", "DL567") and optionally cabin class, seat position preference (window/aisle), and priority (legroom/recline/quiet). Returns top picks with scores and notes, seats to avoid, aircraft info, and a confidence rating. Use when someone says "I'm flying AA1234 next week, where should I sit?" or "Best window seat on DL567?" This is the easiest way to get seat recommendations — just provide a flight number.

NameTypeReqDescription
cabinstringCabin class filter
flightstringyesFlight number (e.g., UA1234, DL567, AA100)
positionstringSeat position preference
prioritystringWhat matters most: legroom, recline, or quiet location

No output schema declared.

No examples provided.

rowhint_seat_roast ~136

Roasts a specific airline seat. Returns a one-paragraph, voice-y takedown of the seat based on its quality score, proximity issues, recline/legroom data, and any notes. Use when someone asks 'how bad is seat 31B on the United 787-9?' — they want the unvarnished truth, not a neutral lookup.

NameTypeReqDescription
config_idstringAircraft configuration ID. If omitted, the tool elicits it from the user.
seatstringSeat identifier (e.g., 31B). If omitted, the tool elicits it.

No output schema declared.

No examples provided.