原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
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Google Flights

作者:johnisanerd版本 1.0.1i★ –i在云端运行
注册名称io.github.johnisanerd/google-flights

安装

概览

作者提供的说明(英文原文)

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

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在云端运行
  • 传输方式: Streamable HTTP
  • 分类: 搜索与 AI 记忆

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

你需要

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

适用于网页版、桌面版和手机版 Claude:

  1. 打开 Settings → Connectors
  2. 点击 Add custom connector
  3. 粘贴下面的地址,然后点击 Add
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Add2https://…3
https://mcp.apify.com/?tools=johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search

在终端中运行这条命令

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

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

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

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

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

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

ChatGPT 只能连接互联网上的服务器:

  1. 打开网页版 ChatGPT → Settings → Connectors (Apps)
  2. 点击 Create 或 Add(部分套餐需要先在 Advanced 中开启 Developer mode)
  3. 粘贴下面的地址,起个名字,然后保存
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Create2https://…3
https://mcp.apify.com/?tools=johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search

菜单名称可能因套餐和版本不同而略有差异。

你的选择通过 Cookie 保存在这台设备上,无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 johnisanerd 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    端点有响应

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    使用 OAuth 登录

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    工具描述中没有隐藏指令

    尚未检查;我们会在检查端点时读取工具列表

与“搜索与 AI 记忆”中的其他服务器比较i

  • 星标数多于此分类中其他 7258 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 7258 个服务器的 25% 更新
  • 基础检查结果等于或优于此分类中其他 7258 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

Google Flights 安全吗?

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端?

它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(1.0.1)于3个月前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。

有什么可以替代它?

同一分类中有:Context7, Codebase Memory, Exa

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Context7

作者:upstash

Up-to-date docs for AI agents

电脑或云端★ 64,224MIT今天更新
安装

Codebase Memory

作者:DeusData

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

在你的电脑上运行★ 48,148MIT20天前更新
安装

Exa

作者:exa-labs

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

在云端运行★ 5,213MIT上个月更新
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

✈️ 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)

只显示了开头部分;其余内容请在仓库中阅读

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