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seat-intelligence

R0· no sign-in

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

v1.0.0 · active · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79good
Trust68of 100
Uptime, 30 days97%
Latency p50298 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "seat-intelligence": {
      "type": "http",
      "url": "https://mcp.rowhint.com/mcp"
    }
  }
}
claude mcp add --transport http seat-intelligence https://mcp.rowhint.com/mcp
[mcp_servers.seat-intelligence]
url = "https://mcp.rowhint.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "seat-intelligence": {
      "type": "remote",
      "url": "https://mcp.rowhint.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "seat-intelligence": {
      "type": "http",
      "url": "https://mcp.rowhint.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=seat-intelligence&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLnJvd2hpbnQuY29tL21jcCJ9"
}
{
  "servers": {
    "seat-intelligence": {
      "type": "http",
      "url": "https://mcp.rowhint.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "seat-intelligence": {
      "httpUrl": "https://mcp.rowhint.com/mcp"
    }
  }
}
extensions:
  "seat-intelligence":
    enabled: true
    name: "seat-intelligence"
    type: streamable_http
    uri: "https://mcp.rowhint.com/mcp"
    timeout: 300

Quality 79 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: rowhint_get_seat_score (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); rowhint_seat_roast (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); rowhint_get_windowless_seats (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 1,451 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

8 tools, about 1,451 tokens to load them all · tool set 1d9b8d62d3dd · checked 2026-10-20 11:08 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 68 / 100

no-repository
provenance45
liveness99
freshness45
hygiene80

+dns-namespace +reachable +uptime-97% -stale-195d -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://mcp.rowhint.com/mcp streamable-httpnoneyes97%298 ms2025-11-252026-10-20

Tools (8)

rowhint_compare_seatsCompare 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_get_best_seatsFind 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_config_overviewGet 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_seat_scoreGet 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_windowless_seatsList 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_help_me_pickConversational 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_pick_seatGet 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_seat_roastRoasts 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.rowhint/seat-intelligence",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.rowhint.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "description": "Airline seat quality scores (1-10) with notes. 61+ configs across 10 US airlines."
}