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Glama
nstevens

flight-finder

by nstevens
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
AEROLOPA_API_IDNoOptional API ID for AeroLOPA seat maps
SEATS_AERO_API_KEYYesAPI key for seats.aero Pro API
AEROLOPA_API_SECRETNoOptional API secret for AeroLOPA seat maps

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_cash_one_wayC

Cash-fare one-way search via fli (Google Flights).

search_cash_round_tripC

Cash-fare round-trip search via fli (Google Flights).

search_awardsD

Award search via seats.aero Pro API.

find_positioning_flightsA

Find positioning flights from from_city to return_hub near return_date. Useful for the asymmetric-return trick: main award returns from a hub (e.g. LHR); family needs to get there from Italy. Candidates must be verified as refundable on the airline site before booking.

plan_tripC

Run the full trip planner on a trips/*.yaml file.

get_seat_mapA

AeroLOPA cabin product + seat map URL for a specific aircraft.

Provide either `slug` (e.g. "ba-351") to skip resolution, or both
`carrier` (IATA, e.g. "BA") and `aircraft` (IATA code or displayed name).

Returns the structured CabinProduct dict — aircraft type, per-cabin pitch /
width / recline / amenities, free-text seat notes, and the
direct-CDN-cached seat map SVG URL. All cabins are included; pick the one
matching your offer cabin via `cabins[].cabin_type_name`.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

B3.2/5.0

Scored across 6 tools

Disambiguation5/5

Each tool targets a distinct aspect of flight finding: positioning flights, seat maps, trip planning, award search, and cash search (one-way and round trip). No overlaps.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern with snake_case (e.g., find_positioning_flights, get_seat_map, search_awards).

Tool Count5/5

Six tools cover the core functionality of a flight finder without excess. The scope is well-scoped and manageable.

Completeness4/5

The set covers major flight search types (award, cash) and trip planning, but lacks tools for flight status, booking management, or filtering by amenities. Minor gaps exist.

Maintenance

ActivitySlowing
ResponsivenessSyncing

Resources