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andreacappelletti97 avatar

Google Flights

andreacappelletti97/google-flights-mcp
1 toolsSTDIOregistry active
Summary

This connects Claude to Google Flights data without requiring an API key. You get 12 tools covering flight search, multi-city itineraries, price tracking with SQLite persistence, calendar heatmaps showing 60 days of daily prices, cabin class comparisons, and nearby airport suggestions. Each result includes CO2 emissions per leg, Google's own price context (low/typical/high), aircraft details, seat pitch, and direct booking URLs. The price tracking persists locally and reports trends across observations. It reverse engineers Google's internal FlightsFrontendService endpoint with caching, retry logic, and circuit breakers to handle rate limits. Reach for this when you need real flight data in Claude without managing API credentials or building scrapers yourself.

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Tools

Public tool metadata for what this MCP can expose to an agent.

1 tools
search_flightsSearch real flight results from Google Flights. Returns best_flights (top picks), other_flights (alternatives), and price_insights (typical price range, historical pricing).20 params

Search real flight results from Google Flights. Returns best_flights (top picks), other_flights (alternatives), and price_insights (typical price range, historical pricing).

Parameters* required
adultsinteger
Adult passengers (default 1).
arrival_idstring
Arrival airport IATA code (e.g. 'LAX', 'LHR'). Comma-separate for multiple destinations.
childreninteger
Child passengers (default 0).
currencystring
Currency code for prices (default USD).
deep_searchboolean
Enable deep search for more comprehensive results (slower).
departure_idstring
Departure airport IATA code (e.g. 'JFK', 'SFO'). Comma-separate for multiple origins.
exclude_airlinesstring
Exclude specific airlines. Comma-separated codes or alliances.
glstring
Two-letter country code for localization (e.g. 'us', 'gb').
hlstring
Two-letter language code (e.g. 'en', 'es').
include_airlinesstring
Restrict to specific airlines. Comma-separated 2-letter IATA codes (e.g. 'AA,DL') or alliance names ('STAR_ALLIANCE', 'SKYTEAM', 'ONEWORLD').
infants_in_seatinteger
Infants in seat (default 0).
infants_on_lapinteger
Lap infants (default 0).
max_durationinteger
Maximum total flight duration in minutes.
max_priceinteger
Maximum ticket price (in chosen currency).
outbound_datestring
Outbound departure date in YYYY-MM-DD format.
return_datestring
Return date in YYYY-MM-DD. Required if type=1 (round trip).
sort_byinteger
Sort order. 1 = top flights (default), 2 = price, 3 = departure time, 4 = arrival time, 5 = duration, 6 = emissions.one of 1 · 2 · 3 · 4 · 5 · 6
stopsinteger
Stop preference. 0 = any (default), 1 = nonstop only, 2 = 1 stop or fewer, 3 = 2 stops or fewer.one of 0 · 1 · 2 · 3
travel_classinteger
Cabin class. 1 = economy (default), 2 = premium economy, 3 = business, 4 = first.one of 1 · 2 · 3 · 4
typeinteger
Trip type. 1 = round trip (default; requires return_date), 2 = one way, 3 = multi-city.one of 1 · 2 · 3

google-flights-mcp

npm version CI License: ISC

The most feature-rich MCP server for Google Flights. No API key required.

12 tools for searching flights, tracking prices, comparing cabins, analyzing layovers, and more, all powered by real-time Google Flights data.

Works with Claude Desktop, Claude Code, Cursor, and any MCP-compatible client.

Features no other Google Flights MCP has

  • Carbon emissions per flight and per leg (CO2 in kg)
  • Price context: Google's own assessment of whether a price is low, typical, or high
  • Price tracking: track prices over time with SQLite persistence, detect drops and trends
  • Calendar heatmap: 60 days of daily prices in a single API call
  • Cabin class comparison: economy vs premium vs business vs first, side by side
  • Nearby airport suggestions: find cheaper alternatives (e.g., EWR/LGA near JFK)
  • Layover analysis: connection time risk assessment (tight/comfortable/overnight)
  • Aircraft & seat details: Boeing 787 vs 777, seat pitch in inches
  • Google Flights URLs: direct booking links users can click

What you can ask

  • "Find nonstop flights from JFK to London next month"
  • "What's the cheapest week to fly SFO to Tokyo?"
  • "Compare economy vs business class for LAX to Paris"
  • "Are there cheaper airports near JFK I should check?"
  • "Track the price of SFO to NRT on June 15 and alert me if it drops"
  • "Show me the emissions for flights from SFO to Tokyo"
  • "Analyze the layovers for connecting flights from SFO to Bangkok"

Quick start

Option 1: npx (no install)

Works immediately with Claude Code:

claude mcp add google-flights -- npx -y google-flights-mcp

Or with Claude Desktop, add to your claude_desktop_config.json:

{
  "mcpServers": {
    "google-flights": {
      "command": "npx",
      "args": ["-y", "google-flights-mcp"]
    }
  }
}

Option 2: Install from source

git clone https://github.com/andreacappelletti97/google-flights-mcp.git
cd google-flights-mcp
npm install
npm run build

Then connect to Claude Code:

claude mcp add google-flights node /absolute/path/to/google-flights-mcp/dist/index.js

Or Claude Desktop (claude_desktop_config.json):

{
  "mcpServers": {
    "google-flights": {
      "command": "node",
      "args": ["/absolute/path/to/google-flights-mcp/dist/index.js"]
    }
  }
}

Restart your MCP client. You should see 12 flight tools available.

Tools (12)

Search

ToolDescription
search_flightsOne-way & round-trip search. Returns prices, airlines, durations, stops, aircraft, seat pitch, CO2 emissions, and price context.
search_multi_cityMulti-leg itinerary search (2-5 segments).

Price intelligence

ToolDescription
get_calendar_heatmapFull calendar of daily prices (~60 days) from a single API call. Cheapest dates at a glance.
get_price_insightsScan a date range to find cheapest departure dates (multiple API calls for precision).
compare_cabin_classesCompare economy, premium economy, business, and first class prices for the same route.
track_priceRecord current price and report trend (dropping/rising/stable). Persists in SQLite.
get_price_historyView all recorded price observations for a tracked route.
list_tracked_routesList all routes being price-tracked with last known price.

Airport tools

ToolDescription
lookup_airportSearch 8,800+ airports by city, name, IATA code, or country.
find_nearby_airportsFind alternative airports within a radius (default: 200km). Uses Haversine distance.

Utility

ToolDescription
get_flight_urlGenerate a direct Google Flights booking URL.
analyze_layoversAnalyze connection quality for multi-stop flights. Reports risk level, connection type, aircraft.

Example output

search_flights (with emissions and price context)

Flights from SFO to NRT on 2026-06-15:
Price assessment: HIGH ($294 above typical). Range: $500 - $700, typical: $577

Flight 1: $874 | 11h 15m | 0 stop(s) | CO2: 428kg
  ZG 25: SFO -> NRT (11h 15m) [aircraft: Boeing 787, seat pitch: 31 inches, CO2: 428kg]

Flight 2: $1310 | 11h 5m | 0 stop(s) | CO2: 545kg
  NH 7: SFO -> NRT (11h 5m) [aircraft: Boeing 777, seat pitch: 34 inches, CO2: 545kg]

get_calendar_heatmap

Price calendar: SFO -> NRT
61 days of data

Cheapest: $384 (2026-02-12)
Most expensive: $870 (2026-04-13)
Average: $632

  2026-02:
    12: $384     ***
    13: $384     ***
    ...
    20: $540     ***
  2026-03:
    06: $609      *
    ...
    20: $689

find_nearby_airports

Airports near JFK within 150km:

  LGA - LaGuardia Airport (New York, US), 17km away
  EWR - Newark Liberty International Airport (Newark, US), 33km away
  HPN - Westchester County Airport (White Plains, US), 48km away

How it works

There is no official Google Flights API. This server reverse-engineers Google's internal FlightsFrontendService endpoint. It extracts not just flights, but hidden metadata: emissions, price assessments, daily price calendars, aircraft types, and seat details.

Reliability

  • Caching: 5-minute TTL cache, identical searches don't hit Google twice
  • Retry with backoff: exponential backoff + jitter on 429/5xx errors, honors Retry-After headers
  • Circuit breaker: stops requests after 5 consecutive failures, auto-recovers after 30s
  • Structural validation: clear errors when Google changes their response format
  • TLS mitigation: undici with browser-like headers + rotating User-Agents, fetch fallback

Price tracking

Price history is stored in SQLite at ~/.google-flights-mcp/prices.db. Each call to track_price records the current cheapest price and reports the trend compared to previous observations.

Development

npm install         # Install dependencies
npm run build       # Build with tsup
npm test            # Run tests (85 tests)
npm run lint        # ESLint with FP rules (no-let, immutable-data, no-loop-statements)
npm run typecheck   # TypeScript strict type checking
npm run check       # typecheck + lint + test (the full CI pipeline)
npm run dev         # Build in watch mode

Design

Fully functional TypeScript codebase:

  • No mutation: all types readonly, no let/var/.push()/for loops
  • Result monad: errors are values (Result<T, E>), not exceptions
  • Pure/IO separation: pure transforms are separate from network and disk IO
  • Composition: pipe() + flatMap() for chaining fallible operations

See CLAUDE.md for architecture details and the Google Flights response format reference.

Limitations

  • No official API: uses an undocumented Google endpoint that could change at any time. Structural validation makes breakages obvious.
  • Rate limiting: Google may throttle heavy use. Built-in retry and circuit breaker handle transient issues.
  • Prices are estimates: prices reflect query time; they can change before booking.
  • Currency: determined by Google based on IP/locale.

Contributing

  1. Fork the repo
  2. Create a feature branch
  3. Make your changes
  4. Run npm run check to verify
  5. Open a PR

License

ISC

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Categories
Search & Web Crawling
Registryactive
Packagegoogle-flights-mcp
TransportSTDIO
UpdatedApr 17, 2026
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