# com.rowhint/seat-intelligence (remote · mcp.rowhint.com)

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

- Trust score: 62/100 (medium)
- Change this week: +1
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `mcp.rowhint.com`: 62/100 (this document), [markdown](https://verifymcp.io/servers/com-rowhint-seat-intelligence/mcp.md), [page](https://verifymcp.io/servers/com-rowhint-seat-intelligence/mcp)

## Channel facts

- Endpoint: `https://mcp.rowhint.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

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. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 46/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 8 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS not yet verified: we couldn't determine whether a plaintext access path exists.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 74/100
  - AI-judged instruction clarity (excellent).
  - 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.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http com-rowhint-seat-intelligence https://mcp.rowhint.com/mcp
```

### Codex

```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
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-rowhint-seat-intelligence --url https://mcp.rowhint.com/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-rowhint-seat-intelligence:
    url: "https://mcp.rowhint.com/mcp"
```

### Other

```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 recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-02 (score 62, +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.

### 2026-07-31 (score 61, −2)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 63, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 62, +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.

### 2026-07-27 (score 61, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 60)

First indexed and scored.

## MCP tools (8)

### `rowhint_get_seat_score` (~142 tokens)

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.

Input parameters:

- `config_id` (string, required): Aircraft configuration ID (e.g., DL-738, UA-77W). Get valid IDs from rowhint_get_config_overview.
- `seat` (string, required): Seat identifier — row number + letter (e.g., 21A, 3F, 45K)

### `rowhint_get_best_seats` (~116 tokens)

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?"

Input parameters:

- `cabin` (string): Filter by cabin tier. Omit for all cabins.
- `config_id` (string, required): Aircraft configuration ID
- `limit` (integer): Number of seats to return (default 3, max 10)

### `rowhint_compare_seats` (~119 tokens)

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.

Input parameters:

- `config_id` (string, required): Aircraft configuration ID
- `seat_a` (string, required): First seat to compare (e.g., 14A)
- `seat_b` (string, required): Second seat to compare (e.g., 22F)

### `rowhint_get_config_overview` (~148 tokens)

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.

Input parameters:

- `aircraft` (string): Aircraft slug (e.g., boeing-787-9). Use with airline.
- `airline` (string): Airline slug (e.g., american-airlines). Use with aircraft.
- `config_id` (string): Direct configuration ID (e.g., AA-789). Takes precedence if both provided.

### `rowhint_pick_seat` (~187 tokens)

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.

Input parameters:

- `cabin` (string): Cabin class filter
- `flight` (string, required): Flight number (e.g., UA1234, DL567, AA100)
- `position` (string): Seat position preference
- `priority` (string): What matters most: legroom, recline, or quiet location

### `rowhint_help_me_pick` (~100 tokens)

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.

Input parameters:

- `flight` (string): Optional flight number. If omitted, the tool will elicit it from the user.

### `rowhint_seat_roast` (~136 tokens)

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.

Input parameters:

- `config_id` (string): Aircraft configuration ID. If omitted, the tool elicits it from the user.
- `seat` (string): Seat identifier (e.g., 31B). If omitted, the tool elicits it.

### `rowhint_get_windowless_seats` (~83 tokens)

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.

Input parameters:

- `config_id` (string, required): Aircraft configuration ID

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/com-rowhint-seat-intelligence/mcp#diagnostics

## Score history

- 2026-08-03: 62
- 2026-08-02: 62
- 2026-08-01: 61
- 2026-07-31: 61
- 2026-07-30: 63
- 2026-07-29: 62
- 2026-07-28: 61
- 2026-07-27: 61
- 2026-07-26: 60

## Links

- Remote endpoint: https://mcp.rowhint.com/mcp
- Changelog RSS feed: https://verifymcp.io/servers/com-rowhint-seat-intelligence/mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-rowhint-seat-intelligence/mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/com-rowhint-seat-intelligence/mcp