Context7
Up-to-date docs for AI agents
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.
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。
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。
选择你使用的 AI 应用,然后复制设置。
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:
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'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。
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:
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。
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。
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
注册名称已通过 GitHub 账户 johnisanerd 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
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。
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。
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。
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。
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。
同一分类中有:Context7, Codebase Memory, Exa
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
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
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。
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.
git clone https://github.com/johnisanerd/Apify-Google-Flights-API.git
cd Apify-Google-Flights-API
# Install UV if you do not have it:
curl -LsSf https://astral.sh/uv/install.sh | sh
uv sync
cp .env.example .env
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
export APIFY_API_TOKEN="your_api_key_here"
uv run python google-flights-api.py
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.
CDG,ORY){
"departure_id": "LAX", "arrival_id": "JFK", "outbound_date": "2026-10-12", "adults": 1, "currency": "USD", "max_pages": 1 }
{
"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_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 }
{
"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).
Either departure_id + arrival_id + outbound_date, or multi_city_json, is required.
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
departure_id | string | Yes* | - | Departure airport code(s), comma-separated for multiple (e.g. LAX, CDG,ORY). |
arrival_id | string | Yes* | - | Arrival airport code(s), comma-separated for multiple. |
outbound_date | string | Yes* | - | Departure date, YYYY-MM-DD. |
return_date | string | No | (none) | Return date for round trips, YYYY-MM-DD. |
multi_city_json | string | Yes* | - | JSON string of legs for multi-city trips. Replaces the three fields above. |
adults | integer | No | 1 | Adult passengers (minimum 1). |
children | integer | No | 0 | Child passengers. |
infants | integer | No | 0 | Infant passengers. |
currency | string | No | USD | Currency code, e.g. USD, EUR, GBP. |
hl | string | No | en | Language code (29+ supported). |
gl | string | No | us | Country code (39+ supported). |
max_price | integer | No | (none) | Maximum price filter in the chosen currency. |
max_stops | integer | No | (none) | Maximum stops (0 = direct only). |
airlines | string | No | (none) | Comma-separated preferred airline codes, e.g. UA,AA,DL. |
exclude_basic | boolean | No | false | Exclude basic-economy fares. |
fetch_booking_options | boolean | No | false | Resolve direct booking links (one-way only; billed per link; needs 512 MB+). |
max_pages | integer | No | 1 | Maximum pages to fetch (0 = no limit). |
output_file | string | No | (none) | Optional filename to save results. |
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.
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 .
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.
claude_desktop_config.json directly).~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.json{
"mcpServers": { "apify": { "command": "npx", "args": [ "-y", "mcp-remote", "https://mcp.apify.com/?tools=actors,docs,johnvc/Google-Flights-Data-Scraper-Flight-and-Price-Search" ] } } }
Download the desktop app and start a free trial: https://claude.ai/referral/uIlpa7nPLg More help: https://docs.apify.com/platform/integrations/claude-desktop
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
只显示了开头部分;其余内容请在仓库中阅读