RowHint MCP

An official MCP server providing airline seat intelligence, including per-seat ratings (1-10), legroom, width, recline data, and best/worst seat recommendations across 11 active US airlines. It allows agents to query seat maps, compare seats, and retrieve configuration details via 6 tools.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

Vendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-06Operated by RowHint

MCP endpoint (Streamable HTTP)

https://mcp.rowhint.com/mcp

Vendor documentation

What its tools do

8 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Not annotated (8)

rowhint_get_seat_score
rowhint_get_best_seats
rowhint_compare_seats
rowhint_get_config_overview
rowhint_pick_seat
rowhint_help_me_pick
rowhint_seat_roast
rowhint_get_windowless_seats

8 of 8 have a description · 0 of 8 declare behavior hints · 8 of 8 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

Passed Endpoint answered the live check · Nov 6, 2026, 2:27 PM UTC
Passed Official MCP Registry namespace is tied to rowhint.com · Nov 6, 2026, 1:58 PM UTC
Passed Endpoint is on the registry namespace domain · Nov 6, 2026, 1:58 PM UTC
Availability 1 of 1 checks passed in 30 days

What you can do with it

Retrieve seat ratings and notes for a specific flight
Compare two seats side by side
Find best seats by cabin class
Get aircraft configuration details

Source and maintenance

Vendor evidenceRegistry 1.0.0

mcp-registry: com.rowhint/seat-intelligence@1.0.0

Protocol and capabilities

Server: RowHint Seat Intelligence 1.0.0
MCP protocol negotiated in check: 2025-11-25
Tools: 8 advertised
Resources: Not advertised
Resource templates: Not advertised
Prompts: Not advertised

Server-advertised capabilities

{
  "tools": {
    "listChanged": true
  }
}

Tools

8 advertised

rowhint_get_seat_score

Advertised by the server during the last successful anonymous check.

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_seat_score input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "config_id",
    "seat"
  ],
  "properties": {
    "seat": {
      "type": "string",
      "description": "Seat identifier — row number + letter (e.g., 21A, 3F, 45K)"
    },
    "config_id": {
      "type": "string",
      "description": "Aircraft configuration ID (e.g., DL-738, UA-77W). Get valid IDs from rowhint_get_config_overview."
    }
  },
  "additionalProperties": false
}

rowhint_get_best_seats

Advertised by the server during the last successful anonymous check.

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_get_best_seats input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "config_id"
  ],
  "properties": {
    "cabin": {
      "enum": [
        "economy",
        "premium",
        "business",
        "first"
      ],
      "type": "string",
      "description": "Filter by cabin tier. Omit for all cabins."
    },
    "limit": {
      "type": "integer",
      "maximum": 10,
      "minimum": 1,
      "description": "Number of seats to return (default 3, max 10)"
    },
    "config_id": {
      "type": "string",
      "description": "Aircraft configuration ID"
    }
  },
  "additionalProperties": false
}

rowhint_compare_seats

Advertised by the server during the last successful anonymous check.

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_compare_seats input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "config_id",
    "seat_a",
    "seat_b"
  ],
  "properties": {
    "seat_a": {
      "type": "string",
      "description": "First seat to compare (e.g., 14A)"
    },
    "seat_b": {
      "type": "string",
      "description": "Second seat to compare (e.g., 22F)"
    },
    "config_id": {
      "type": "string",
      "description": "Aircraft configuration ID"
    }
  },
  "additionalProperties": false
}

rowhint_get_config_overview

Advertised by the server during the last successful anonymous check.

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_config_overview input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "airline": {
      "type": "string",
      "description": "Airline slug (e.g., american-airlines). Use with aircraft."
    },
    "aircraft": {
      "type": "string",
      "description": "Aircraft slug (e.g., boeing-787-9). Use with airline."
    },
    "config_id": {
      "type": "string",
      "description": "Direct configuration ID (e.g., AA-789). Takes precedence if both provided."
    }
  },
  "additionalProperties": false
}

rowhint_pick_seat

Advertised by the server during the last successful anonymous check.

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.

rowhint_pick_seat input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "flight"
  ],
  "properties": {
    "cabin": {
      "enum": [
        "economy",
        "premium",
        "business",
        "first"
      ],
      "type": "string",
      "description": "Cabin class filter"
    },
    "flight": {
      "type": "string",
      "description": "Flight number (e.g., UA1234, DL567, AA100)"
    },
    "position": {
      "enum": [
        "window",
        "aisle",
        "middle"
      ],
      "type": "string",
      "description": "Seat position preference"
    },
    "priority": {
      "enum": [
        "legroom",
        "recline",
        "quiet"
      ],
      "type": "string",
      "description": "What matters most: legroom, recline, or quiet location"
    }
  },
  "additionalProperties": false
}

rowhint_help_me_pick

Advertised by the server during the last successful anonymous check.

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.

rowhint_help_me_pick input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "flight": {
      "type": "string",
      "description": "Optional flight number. If omitted, the tool will elicit it from the user."
    }
  },
  "additionalProperties": false
}

rowhint_seat_roast

Advertised by the server during the last successful anonymous check.

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.

rowhint_seat_roast input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "seat": {
      "type": "string",
      "description": "Seat identifier (e.g., 31B). If omitted, the tool elicits it."
    },
    "config_id": {
      "type": "string",
      "description": "Aircraft configuration ID. If omitted, the tool elicits it from the user."
    }
  },
  "additionalProperties": false
}

rowhint_get_windowless_seats

Advertised by the server during the last successful anonymous check.

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.

rowhint_get_windowless_seats input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "config_id"
  ],
  "properties": {
    "config_id": {
      "type": "string",
      "description": "Aircraft configuration ID"
    }
  },
  "additionalProperties": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

90-day uptime

A lightweight connection check about every six hours, sampled on hosts with many listings. It shows the server answered, not that its tools work.

Too few checks for a percentage yet (2 of 2 answered).

2026-11-06: 1 of 1 checks answered
2026-11-07: 1 of 1 checks answered

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks: 1 of 1 (100%)
Average latency: 295 ms
95th percentile latency: 295 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

Nov 6, 2026, 2:27 PM UTC · probe · passed · 295 ms · metadata changed · 8 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.

Claude Code configuration

claude mcp add --transport http rowhint-mcp https://mcp.rowhint.com/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).

Codex configuration

codex mcp add rowhint-mcp --url https://mcp.rowhint.com/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable rowhint-mcp in your MCP settings.

Cursor configuration

{
  "mcpServers": {
    "rowhint-mcp": {
      "url": "https://mcp.rowhint.com/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).

Cline configuration

{
  "mcpServers": {
    "rowhint-mcp": {
      "type": "streamableHttp",
      "url": "https://mcp.rowhint.com/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start rowhint-mcp and inspect its tools.

VS Code configuration

{
  "servers": {
    "rowhint-mcp": {
      "type": "http",
      "url": "https://mcp.rowhint.com/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.

Gemini CLI configuration

gemini mcp add --transport http rowhint-mcp https://mcp.rowhint.com/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.

Claude Desktop configuration

https://mcp.rowhint.com/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.

Windsurf configuration

{
  "mcpServers": {
    "rowhint-mcp": {
      "serverUrl": "https://mcp.rowhint.com/mcp"
    }
  }
}

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