Seat Intelligence

com.rowhintPublished by rowhint.comOfficial publisherv1.0.0Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableLocation & LifestyleData & Analytics

Overview

AI-generated overview

A remote MCP server that lets an assistant look up airline seat quality scores, compare seats and recommend the best seat for a flight.

What you can do
Look up a specific seat's quality score, color rating, comfort notes, recline and proximity warnings, and window alignment issues for a given airline and aircraft type. Find the highest-rated seats on an aircraft configuration, filtered by cabin class and number of results. Compare two seats side by side with scores, notes, dimensions and a recommendation. Summarize an aircraft configuration with total seats, cabin layout, best and worst seats per cabin, and galley and lavatory locations. Recommend seats for a flight number with optional cabin, window or aisle preference and priority such as legroom, recline or quiet. Run a guided conversational picker that asks a few questions and returns a
When to use it
Useful when someone is choosing a seat before booking or checking in and wants to know whether a specific seat is good, which seats to avoid, or how two seats compare on a given aircraft or flight.
Requirements
A remote MCP endpoint reached over streamable HTTP; no packages, environment variables or headers are declared. The manifest declares no authentication.
Before you install
The manifest declares no authentication, so anyone who can reach the endpoint can query it. Seat data covers a limited set of US airline configurations, so results may be missing or stale for other airlines or aircraft; treat recommendations as advisory rather than authoritative.

Installation

In SourceWeft

  1. Open Seat Intelligence in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.rowhint%2Fseat-intelligence/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "seat-intelligence": {
      "type": "http",
      "url": "https://mcp.rowhint.com/mcp"
    }
  }
}

Tools

8

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.

Parametersseatrequiredconfig_idrequired

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?"

Parameterscabinlimitconfig_idrequired

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.

Parametersseat_arequiredseat_brequiredconfig_idrequired

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.

Parametersairlineaircraftconfig_id

rowhint_pick_seat

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.

Parameterscabinflightrequiredpositionpriority

rowhint_help_me_pick

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.

Parametersflight

rowhint_seat_roast

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.

Parametersseatconfig_id

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.

Parametersconfig_idrequired

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

72% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts

    Publish an icon in the registry entry.

  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.