
Google Flights
io.github.johnisanerdPublished by GitHub account johnisanerdv1.1.0Updated Nov 8, 2026
Google Flights fares, airlines, stops and durations for any route. Paid, on Apify's hosted MCP.
Overview
A hosted Apify MCP tool that searches Google Flights and returns fares, airlines, stops, durations and price insights as structured JSON.
- What you can do
- Search one-way, round-trip and multi-city itineraries across single or multiple airports.
- Filter results by maximum price, stops, preferred airlines, passenger counts and basic economy exclusion.
- Read best and alternative flights with leg-by-leg timings, airline, duration and airport details.
- Get price insights with a current level and historical range for the route.
- Optionally resolve direct airline or OTA booking links with fare families and baggage fees.
- When to use it
- Useful when an assistant needs live flight options and fare comparisons for a trip, or when building travel apps, fare tracking and route analytics on structured flight data.
- Requirements
- A remote endpoint on Apify's hosted MCP server, authenticated with OAuth or an Apify API token (APIFY_API_TOKEN). An Apify account is required, and usage is paid per page processed.
Installation
In SourceWeft
- Open Google Flights in the dashboard and add it to a workspace.
- Connect the required credentials. They are stored privately and never shown on public pages.
- Enable the server for the chats that should use its tools.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Use with an agent
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/io.github.johnisanerd%2Fgoogle-flights/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Other MCP clients
Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.
{
"mcpServers": {
"google-flights": {
"type": "http",
"url": "https://mcp.apify.com/?tools=johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search"
}
}
}README
✈️ 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
- Python 3.11 or higher
- An Apify account and API key (get a free key here)
-
Clone the repository
-
Install dependencies with UV
-
Configure your API key
-
Run the example
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:
Alternative: set the API key directly
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
Round trip with filters
Multi-city trip
Direct booking links
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.
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).
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:
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
[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.
- Open the Claude desktop app and go to Settings → Connectors (or Settings → Developer → Edit Config to edit
claude_desktop_config.jsondirectly).- macOS:
~/Library/Application Support/Claude/claude_desktop_config.json - Windows:
%APPDATA%\Claude\claude_desktop_config.json
- macOS:
- Add the Apify MCP server, preloaded with only this Actor:
- 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.
- 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:
To use a token instead of browser OAuth:
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)
On claude.ai you add Apify as a connector, then enable just this Actor's tool.
- Go to Settings → Connectors → Browse connectors and search for Apify MCP server. Install it (enable or update if prompted).
- When connecting, authenticate with your Apify API token, and enable the tool
johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search. - In any chat, open + → Connectors and turn on Apify.
- Alternatively, choose Add custom connector and paste the full MCP URL
https://mcp.apify.com/?tools=actors,docs,johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search, using OAuth when prompted. - Ask Claude to run the Google Flights API.
Open Claude on the web: https://claude.ai/referral/uIlpa7nPLg
Install in Cursor
Cursor reads MCP servers from a project file at .cursor/mcp.json.
- In your project, create
.cursor/mcp.json:
- If you prefer token auth over browser OAuth, add a header:
- Open Cursor → Settings → MCP and confirm the apify server is connected (green dot).
- In Composer or Chat, ask Cursor to call the Google Flights API.
New to Cursor? Get it here: https://cursor.com/referral?code=XQP4VBLI3NNX
Install in ChatGPT
ChatGPT connects to the Apify MCP server through Developer mode (available on ChatGPT Pro, Plus, Business, Enterprise, and Education plans).
- Click your profile icon, then go to Settings > Apps. If you do not see a Create app button, open Advanced settings and enable Developer mode.
- Click Create app and fill out the form:
- Name: Apify
- MCP Server URL:
https://mcp.apify.com/?tools=actors,docs,johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search - Authentication: OAuth
- Click Create and authorize the connection with Apify.
- To use the app in a conversation, click + in the chat, choose Developer mode, and select Apify.
More help: https://docs.apify.com/platform/integrations/mcp
Use the Google Flights API to power travel apps, fare tracking, and analytics with reliable, structured results.
🤖 Ask an AI assistant about this Actor
Open a ready-to-send prompt about the Google Flights API in the AI of your choice:
- 💬 ChatGPT
- 🧠 Claude
- 🔍 Perplexity
- 🅒 Copilot
Last Updated: 2026.10.27
Source: README.md at commit a3c3c9b
Tools
0Version history
2- v1.1.0LatestNov 7, 2026
- v1.0.1Sep 16, 2026
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