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Google Flights

by johnisanerdversion 1.0.1i★ –iRuns in the cloud
Registry nameio.github.johnisanerd/google-flights

Install

Overview

Description from the maker (original English)

Google Flights search data: fares, routes, stops, and price insights via a hosted MCP server.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs in the cloud
  • Transport: Streamable HTTP
  • Category: Search & AI memory

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on the maker’s server: what you ask it goes through their server.
  • The registry lists no key to fill in.

You need

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

  1. Open Settings → Connectors
  2. Press Add custom connector
  3. Paste the address below and press Add
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Add2https://…3
https://mcp.apify.com/?tools=johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search

Run this in your terminal

claude mcp add --transport http google-flights 'https://mcp.apify.com/?tools=johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search'

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "google-flights": {
      "url": "https://mcp.apify.com/?tools=johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "google-flights": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

  1. Open ChatGPT on the web → Settings → Connectors (Apps)
  2. Press Create or Add (some plans need Developer mode under Advanced first)
  3. Paste the address below, give it a name and save
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Create2https://…3
https://mcp.apify.com/?tools=johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account johnisanerd, which owns the repo

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • … Not checked yet

    Endpoint responds

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    Sign-in with OAuth

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    No hidden instructions in tool descriptions

    Not checked yet; we read the tool list when we check the endpoint

Compared with others in Search & AI memoryi

  • More stars than 0% of the other 7258 servers in this category
  • Published to the registry more recently than 25% of the other 7258 servers in this category
  • Basic checks equal to or better than 100% of the other 7258 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Google Flights safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 3 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Context7, Codebase Memory, Exa

Alternatives

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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Context7

by upstash

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

Computer or cloud★ 64,224MITUpdated today
Install

Codebase Memory

by DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Runs on your computer★ 48,148MITUpdated 20 days ago
Install

Exa

by exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Runs in the cloud★ 5,213MITUpdated last month
Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

✈️ Google Flights API: Flight and Price Search in Clean JSON

The most efficient, reliable, and developer-friendly way to use the Google Flights API.

Actor page: apify.com/johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search Input schema: apify.com/johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search/input-schema

The Google Flights API searches flights and returns clean, structured JSON. Each page of results comes back with the top recommended flights and alternatives, full flight legs and timings, prices, price insights (level and historical range), airport details, and search metadata. It supports one-way, round-trip, and multi-city itineraries, single or multiple airports, filters for price, stops, airlines, and passenger counts, and can optionally resolve direct airline and OTA booking links. Localized across 29+ languages and 39+ countries.

Video Walkthrough

Quick Start

Prerequisites
  1. Clone the repository
   git clone https://github.com/johnisanerd/Apify-Google-Flights-API.git

cd Apify-Google-Flights-API

  1. Install dependencies with UV
   # Install UV if you do not have it:

curl -LsSf https://astral.sh/uv/install.sh | sh

Install project dependencies:

uv sync

  1. Configure your API key
   cp .env.example .env

Edit .env and add your Apify API key

Get your free API key at: https://apify.com?fpr=9n7kx3

  1. Run the example
   uv run python google-flights-api.py

This repo also includes `google-flights-get-booking-options.py`, a low-cost one-way example (BOS to PQI) that enables fetch_booking_options to resolve direct airline and OTA booking links:

uv run python google-flights-get-booking-options.py
Alternative: set the API key directly
export APIFY_API_TOKEN="your_api_key_here"

uv run python google-flights-api.py

Why Use This Google Flights API?

Complete itineraries. Search one-way, round-trip, and multi-city trips, with single or multiple departure and arrival airports, and get the top recommended flights plus alternatives with full leg-by-leg detail.

Direct booking links. Enable fetch_booking_options and each flight resolves to a live booking URL on the airline or OTA site, with fare families and baggage fees, ready to embed in your app.

Powerful filters. Constrain by max price, max stops, preferred airlines, passenger counts, and exclude basic economy.

Price intelligence. Every search returns price insights: the current level (low, typical, high) and a historical price range for the route.

Predictable, pay-per-use pricing. Billing is per page processed, plus per resolved booking link only when you ask for them. No subscription. You control cost with the page limit.

Easy to automate. Call it from Python in a few lines, or load it as an MCP tool so assistants like Claude and Cursor can search flights for you on demand.

Features

Core Capabilities
  • One-way, round-trip, and multi-city itineraries
  • Single or multiple airports per leg (e.g. CDG,ORY)
  • Filters for price, stops, airlines, passengers, and basic economy
  • Optional direct booking links (airline/OTA URLs, fare families, baggage fees)
  • Localization across 29+ languages and 39+ countries
Data Quality
  • Best and alternative flights with full leg timings, airline, and duration
  • Price insights with level and historical range
  • Airport details for departure and arrival
  • Per-page metadata and search parameters echoed back
  • Consistent JSON shape across every query

Usage Examples

Basic one-way search
{

"departure_id": "LAX", "arrival_id": "JFK", "outbound_date": "2026-10-12", "adults": 1, "currency": "USD", "max_pages": 1 }

Round trip with filters
{

"departure_id": "JFK", "arrival_id": "LHR", "outbound_date": "2026-11-25", "return_date": "2026-12-02", "adults": 2, "max_price": 1500, "max_stops": 1, "max_pages": 2 }

Multi-city trip
{

"multi_city_json": "[{\"departure_id\":\"CDG\",\"arrival_id\":\"NRT\",\"date\":\"2026-11-17\"},{\"departure_id\":\"NRT\",\"arrival_id\":\"LAX\",\"date\":\"2026-11-24\"}]", "adults": 1, "currency": "USD", "max_pages": 1 }

Direct booking links
{

"departure_id": "LAX", "arrival_id": "JFK", "outbound_date": "2026-10-12", "adults": 1, "fetch_booking_options": true, "max_pages": 1 }

Note: `fetch_booking_options` works for one-way searches, is billed per resolved link, and needs Actor memory of 512 MB or more (it uses a headless browser).

Input Parameters

Either departure_id + arrival_id + outbound_date, or multi_city_json, is required.

ParameterTypeRequiredDefaultDescription
departure_idstringYes*-Departure airport code(s), comma-separated for multiple (e.g. LAX, CDG,ORY).
arrival_idstringYes*-Arrival airport code(s), comma-separated for multiple.
outbound_datestringYes*-Departure date, YYYY-MM-DD.
return_datestringNo(none)Return date for round trips, YYYY-MM-DD.
multi_city_jsonstringYes*-JSON string of legs for multi-city trips. Replaces the three fields above.
adultsintegerNo1Adult passengers (minimum 1).
childrenintegerNo0Child passengers.
infantsintegerNo0Infant passengers.
currencystringNoUSDCurrency code, e.g. USD, EUR, GBP.
hlstringNoenLanguage code (29+ supported).
glstringNousCountry code (39+ supported).
max_priceintegerNo(none)Maximum price filter in the chosen currency.
max_stopsintegerNo(none)Maximum stops (0 = direct only).
airlinesstringNo(none)Comma-separated preferred airline codes, e.g. UA,AA,DL.
exclude_basicbooleanNofalseExclude basic-economy fares.
fetch_booking_optionsbooleanNofalseResolve direct booking links (one-way only; billed per link; needs 512 MB+).
max_pagesintegerNo1Maximum pages to fetch (0 = no limit).
output_filestringNo(none)Optional filename to save results.

Output Format

A real result for LAX to JFK (one item per page; best_flights legs and the price_insights history are trimmed here for readability).

{

"search_parameters": { "trip_type_description": "One-way", "departure_id": "LAX", "arrival_id": "JFK", "outbound_date": "2026-10-12", "adults": 1, "currency": "USD", "language": "en", "country": "us" }, "search_metadata": { "total_flights_found": 29, "best_flights_count": 3, "other_flights_count": 26, "pages_processed": 1, "pagination_limit_reached": true, "booking_options_count": 0 }, "page_number": 1, "best_flights": [ { "price": 207, "type": "One way", "total_duration": 590, "flights": [ { "departure_airport": { "name": "Los Angeles International Airport", "id": "LAX", "time": "2026-10-12 09:24" }, "arrival_airport": { "name": "Charlotte Douglas International Airport", "id": "CLT", "time": "2026-10-12 17:28" }, "airline": "American", "flight_number": "AA 2570", "travel_class": "Economy", "duration": 304 }, { "departure_airport": { "name": "Charlotte Douglas International Airport", "id": "CLT", "time": "2026-10-12 20:11" }, "arrival_airport": { "name": "John F. Kennedy International Airport", "id": "JFK", "time": "2026-10-12 22:14" }, "airline": "American", "flight_number": "AA 1727", "travel_class": "Economy", "duration": 123 } ] } ], "other_flights": [], "price_insights": { "lowest_price": 207, "price_level": "typical", "typical_price_range": [145, 255] }, "airports": [ { "departure": [ { "airport": { "id": "LAX", "name": "Los Angeles International Airport" }, "city": "Los Angeles", "country": "United States" } ], "arrival": [ { "airport": { "id": "JFK", "name": "John F. Kennedy International Airport" }, "city": "New York", "country": "United States" } ] } ], "booking_options": [] }

When fetch_booking_options is true, each booking_options entry includes a resolved booking_url to the airline or OTA, plus fare family and baggage details.


Use as an MCP tool

You can load the Google Flights API as an MCP tool so assistants call it for you. The MCP server URL preloads just this one Actor:

https://mcp.apify.com/?tools=actors,docs,johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search

Authenticate with OAuth in the browser when offered, or with your Apify API token (the same APIFY_API_TOKEN used by the Python example). Get a token at https://console.apify.com/settings/integrations and a free Apify account at https://apify.com?fpr=9n7kx3 .

Install in Claude Cowork Desktop

Cowork is the desktop app's automation mode. To give it the Google Flights API as a tool, add the Apify MCP server as a connector.

  1. Open the Claude desktop app and go to Settings → Connectors (or Settings → Developer → Edit Config to edit claude_desktop_config.json directly).
  • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: %APPDATA%\Claude\claude_desktop_config.json
  1. Add the Apify MCP server, preloaded with only this Actor:
{

"mcpServers": { "apify": { "command": "npx", "args": [ "-y", "mcp-remote", "https://mcp.apify.com/?tools=actors,docs,johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search" ] } } }

  1. Restart the app. When Cowork first calls the tool, complete the OAuth prompt in your browser, or add your Apify API token in the connector settings to skip OAuth.
  2. In a Cowork chat, confirm the tool is available and ask it to run the Google Flights API.

Download the desktop app and start a free trial: https://claude.ai/referral/uIlpa7nPLg More help: https://docs.apify.com/platform/integrations/claude-desktop

Install in Claude Code

Claude Code is the command-line tool. Add the Actor's MCP server with one command:

claude mcp add --transport http apify \

"https://mcp.apify.com/?tools=actors,docs,johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search"

To use a token instead of browser OAuth:

claude mcp add --transport http apify \

"https://mcp.apify.com/?tools=actors,docs,johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search" \ --header "Authorization: Bearer YOUR_APIFY_TOKEN"

Then verify with claude mcp list, or run /mcp inside a session. Ask Claude Code to call the Google Flights API.

Try Claude Code free: https://claude.ai/referral/uIlpa7nPLg Claude Code MCP docs: https://code.claude.com/docs/en/mcp

Install in Claude (website)

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