# FlightSeatmap (remote · mcp.flightseatmap.com)

Look up airline seat maps, find the best seats, and manage seat alerts from your AI assistant.

- Trust score: 68/100 (medium)
- Change this week: +46
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `mcp.flightseatmap.com`: 68/100 (this document), [markdown](https://verifymcp.io/servers/jackculpan-flightseatmap/mcp.md), [page](https://verifymcp.io/servers/jackculpan-flightseatmap/mcp)

## Channel facts

- Endpoint: `https://mcp.flightseatmap.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `4.1.0`

## 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**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation check failed: no authorisation is required to call this server, and it exposes a tool marked destructive (delete_seat_alert).
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - 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**: 82/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 1016 tokens (~92/item across 11 items; 10 tools + 1 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 10/100
  - Stability observed for 3 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.
  - Supports UI / widget rendering.

## Install

### Claude

```bash
claude mcp add --transport http jackculpan-flightseatmap https://mcp.flightseatmap.com/mcp
```

### Codex

```toml
[mcp_servers.jackculpan-flightseatmap]
url = "https://mcp.flightseatmap.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "jackculpan-flightseatmap": {
      "type": "remote",
      "url": "https://mcp.flightseatmap.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add jackculpan-flightseatmap --url https://mcp.flightseatmap.com/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  jackculpan-flightseatmap:
    url: "https://mcp.flightseatmap.com/mcp"
```

### Other

```json
{
  "mcpServers": {
    "jackculpan-flightseatmap": {
      "type": "http",
      "url": "https://mcp.flightseatmap.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 68, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-01 (score 67, 0)

- [functional improvement] Stability: unverified → 0.03

### 2026-07-31 (score 67, +45)

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

### 2026-07-30 (score 22, 0)

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

### 2026-07-27 (score 22, 0)

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

### 2026-07-26 (score 22)

First indexed and scored.

## MCP tools (10)

### `get_seatmap` (~107 tokens)

Get the seat map for a flight from our database. Shows all seats, cabin classes, characteristics, and availability as both text and an interactive visual seatmap. Returns cached data — for fresh/updated data, use search_flight (sign in via OAuth).

Input parameters:

- `flight_date` (string): Optional flight date in YYYY-MM-DD format
- `flight_number` (string, required): Flight number including airline code, e.g. 'QF1', 'AA716', 'BA178'

### `find_best_seats` (~109 tokens)

Find the best available seats on a flight matching user preferences like window, aisle, extra legroom, exit row, quiet zone, etc. Returns a ranked list and an interactive seatmap with recommended seats highlighted.

Input parameters:

- `cabin_class` (string): Optional cabin class filter
- `flight_date` (string): Optional flight date in YYYY-MM-DD format
- `flight_number` (string, required): Flight number, e.g. 'QF1'
- `preferences` (array, required): Seat preferences to match

### `get_seat_info` (~98 tokens)

Get detailed information about a specific seat on a flight, including characteristics, cabin class, availability, and pricing. Also renders the interactive seatmap.

Input parameters:

- `flight_date` (string): Optional flight date in YYYY-MM-DD format
- `flight_number` (string, required): Flight number, e.g. 'QF1'
- `seat_number` (string, required): Seat number, e.g. '12A', '1F', '32K'

### `search_flight` (~103 tokens)

Search for a flight and get fresh seatmap data. Requires a signed-in account — connect this server to sign in via OAuth. Paid plan users can fetch new flights not yet in our database. Uses a search credit. Returns an interactive seatmap with the results.

Input parameters:

- `flight_date` (string): Flight date in YYYY-MM-DD format (defaults to today)
- `flight_number` (string, required): Flight number, e.g. 'QF1', 'AA716'

### `interactive_seat_finder` (~81 tokens)

Seat finder that recommends the best seats on a flight and renders an interactive seatmap. Good default when the user wants help finding a seat but hasn't specified preferences.

Input parameters:

- `flight_date` (string): Optional flight date in YYYY-MM-DD format
- `flight_number` (string, required): Flight number, e.g. 'QF1', 'AA716'

### `get_seat_reviews` (~86 tokens)

Get user-submitted reviews for a flight, optionally filtered to a specific seat. Shows ratings, comments, seat number, cabin, and helpfulness votes. Free — no auth required.

Input parameters:

- `flight_number` (string, required): Flight number, e.g. 'QF1'
- `seat_number` (string): Optional seat number to filter reviews (e.g. '12A')

### `list_seat_alerts` (~43 tokens)

List all your seat alerts (active and inactive). Shows which seats you're being notified about, priority, days until flight, and last check time. Requires authentication.

### `create_seat_alert` (~202 tokens)

Create a seat alert that notifies you by email when a matching seat becomes available on a specific flight. Supports preferences like window, aisle, exit row, specific seat, adjacent seats, and class availability. Requires authentication. The flight must already be in our database — use search_flight first if not.

Input parameters:

- `adjacent_seats_count` (integer): Required when seat_preference is 'adjacent_seats' or 'minimum_seats' (2-9)
- `cabin_class` (string, required): Cabin class to monitor
- `flight_date` (string, required): Flight date in YYYY-MM-DD format. Must be today or within the next 60 days.
- `flight_number` (string, required): Flight number, e.g. 'QF1', 'AA716'
- `seat_preference` (string, required): Seat preference to alert on
- `specific_seat` (string): Required when seat_preference is 'specific' (e.g. '12A')

### `delete_seat_alert` (~48 tokens)

Delete a seat alert by its ID. Use list_seat_alerts to find the alert ID. Requires authentication.

Input parameters:

- `alert_id` (integer, required): ID of the seat alert to delete

### `discover_more_flight_tools` (~43 tokens)

Discover other flight & travel MCP servers you can add to your client. Lists complementary remote MCPs covering award flights, airport delays/wait times, and lounges.

## Diagnostics

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

## Score history

- 2026-08-03: 68
- 2026-08-02: 68
- 2026-08-01: 67
- 2026-07-31: 67
- 2026-07-30: 22
- 2026-07-29: 22
- 2026-07-28: 22
- 2026-07-27: 22
- 2026-07-26: 22

## Links

- Remote endpoint: https://mcp.flightseatmap.com/mcp
- Repository: https://github.com/jackculpan/flightseatmaps
- Website: https://flightseatmap.com/mcp
- Changelog RSS feed: https://verifymcp.io/servers/jackculpan-flightseatmap/mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/jackculpan-flightseatmap/mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/jackculpan-flightseatmap/mcp