Context7
Up-to-date docs for AI agents
作者による説明(英語の原文)
Compare cash vs points on hotels, flights, and cars. Checkout supported hotels and rental cars.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
ウェブ、デスクトップ、モバイルのClaudeで使えます:
https://mcp.gondola.ai/mcpターミナルでこれを実行します
claude mcp add --transport http gondola https://mcp.gondola.ai/mcpプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"gondola": {
"url": "https://mcp.gondola.ai/mcp"
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"gondola": {
"type": "http",
"url": "https://mcp.gondola.ai/mcp"
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
ChatGPTがつなげるのは、インターネット上のサーバーだけです:
https://mcp.gondola.ai/mcpメニューの名前は、プランや時期によって少し違うことがあります。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
このサーバーのツール一覧はまだ読み取っていません。エンドポイントは順番にチェックしています。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月6日にチェック
レジストリ名はドメイン gondola.ai で確認済みです(レジストリがドメインの所有を確認しています)
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントをチェックするときにツール一覧を読み取ります
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
作者のクラウドで動きます。インストール不要でインターネット経由でつながりますが、送った内容は作者のサーバーを通ります。
GitHubリポジトリの最終更新は–、最新バージョン(0.1.6)がレジストリに届いたのは2 か月前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
同じカテゴリには:Context7, Codebase Memory, Exa
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
Up-to-date docs for AI agents
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Connect AI agents to Exa for web search, content fetching, and multi-step research.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
The travel MCP that shows cash and award rates side by side. Search hotels, flights, and rental cars across every major hotel chain and loyalty program, with cents-per-point valuations, price prediction, your own loyalty balances and free-night certificates, rate alerts, and a checkout link for the rate you pick, right from your AI client.
Built for points and miles: unlike award-flight-only tools, Gondola covers hotels, flights, *and* cars, and puts the cash price and the award (points) price in one view so you can see exactly when a redemption beats cash.
Works with Claude, Claude Code, Codex, Cursor, Windsurf, VS Code, ChatGPT, Gemini CLI, and any MCP-compatible client. Learn more at gondola.ai/mcp.
https://mcp.gondola.ai/mcp/auth (Streamable HTTP)In Claude, open Settings > Connectors, find Gondola, and choose Connect. Sign in to Gondola when prompted. Guide: Using Gondola in Claude.
Inside Claude Code:
/plugin marketplace add gondola-ai/gondola-mcp
/plugin install gondola
This adds the Gondola MCP server plus slash commands (/hotel-points, /award-flights, /worth-it, /optimize-points). Your client opens gondola.ai to sign you in via OAuth the first time it connects.
Every client below supports remote Streamable HTTP natively, so no mcp-remote bridge is needed. Each one prompts for the Gondola sign-in when it connects.
Claude Code
claude mcp add --transport http gondola https://mcp.gondola.ai/mcp/auth
Codex CLI
codex mcp add gondola --url https://mcp.gondola.ai/mcp/auth
Or in ~/.codex/config.toml:
[mcp_servers.gondola]
url = "https://mcp.gondola.ai/mcp/auth"
Cursor — ~/.cursor/mcp.json (or .cursor/mcp.json in a project):
{
"mcpServers": { "gondola": { "url": "https://mcp.gondola.ai/mcp/auth" } } }
Windsurf — ~/.codeium/windsurf/mcp_config.json (note: serverUrl, not url):
{
"mcpServers": { "gondola": { "serverUrl": "https://mcp.gondola.ai/mcp/auth" } } }
VS Code (Copilot / Agent mode)
code --add-mcp '{"name":"gondola","type":"http","url":"https://mcp.gondola.ai/mcp/auth"}'
Or .vscode/mcp.json (note: top-level key is servers):
{
"servers": { "gondola": { "type": "http", "url": "https://mcp.gondola.ai/mcp/auth" } } }
Gemini CLI — install as an extension (bundles the server plus usage context):
gemini extensions install https://github.com/gondola-ai/gondola-mcp
Or wire it up by hand in ~/.gemini/settings.json (note: httpUrl, not url):
{
"mcpServers": { "gondola": { "httpUrl": "https://mcp.gondola.ai/mcp/auth" } } }
Claude Desktop (custom connector) — Settings → Connectors → Add custom connector → name gondola, URL https://mcp.gondola.ai/mcp/auth. Leave the OAuth client fields and headers blank (DCR handles it).
ChatGPT — Settings → Connectors → Advanced → Developer mode, then Add custom connector → URL https://mcp.gondola.ai/mcp/auth, auth = OAuth.
Ask naturally, or use the slash commands the plugin installs.
"Compare cash vs points rates for Hyatt hotels in Tokyo, April 15 to 20"
"Is it worth using Bonvoy points for the Ritz in Maui that week, or pay cash?" "Cheapest 5-night Hyatt stay in Lisbon on points in May"
```
/hotel-points Tokyo 2026-04-15 2026-04-20 /worth-it Ritz-Carlton Maui, 4 nights in March, Bonvoy
"Business class SFO to Tokyo in November, award and cash side by side"
"Cheapest way to fly JFK to LHR in points under 60k?"
```
/award-flights SFO HND 2026-11-10 business
"Which of my loyalty points expire in the next three months?"
"I have 180k Amex points and 90k Bonvoy. Best redemption for a beach trip in March?"
```
/optimize-points a beach trip in March
"Is the Park Hyatt Sydney likely to get cheaper for May 2 to 5, or should I book now?"
"Set a rate alert for the Andaz Maui, December 20 to 27"
Every tool runs against your Gondola account after the one-time OAuth sign-in.
Booking is handled through Gondola's checkout: get_booking_link and get_vehicle_booking_link hand your client a link to the exact rate, and you finish the reservation on the web. Flight search is discovery-only; flights cannot be booked through Gondola yet.
| Tool | What it does |
|---|---|
search_hotels | Find hotels by location and dates, with cash and points rates and deal scores. |
get_hotel_details | Stored property facts for one hotel: address, brand, ratings, amenities, room types, policies, and fees. |
get_similar_hotels | Find hotels similar to a given hotel. |
search_flights | Search for flights by route and date. |
search_events | Search for live events by artist, team, show, or event name. |
search_vehicles | Search for rental vehicles at an airport or city. |
get_vehicle_details | Get detailed information about a specific rental vehicle option. |
get_hotel_reviews | Get guest reviews for a specific hotel. |
get_suggested_searches | Get personalized travel suggestions and trip inspiration for the current user. |
| Tool | What it does |
|---|---|
get_hotel_rates | Live room rates for one hotel and stay window, cash and points side by side. |
compare_rates | Compare current canonical cash vs points rates side-by-side for one or more hotels. |
predict_price | Predict whether the current rate at a hotel is a good deal based on historical price trends. |
get_hotel_stats | Get pricing percentile context for a specific hotel. |
get_multi_night_rates | Get cached, partial rate observations for a hotel over a flexible date range. |
diagnose_rates | Diagnose rate availability and per-supplier statuses for a specific hotel. |
get_flight_points | Award (miles) pricing for a flight search that reported pending award sources. |
| Tool | What it does |
|---|---|
get_booking_link | Checkout link for a hotel rate, with dates and guests pre-filled. |
prepare_flight_booking | Re-shop an eligible flight selection and report how it can be booked. |
get_flight_booking | Current state of a Gondola flight booking: payment, ticketing, cancellation, and refund status. |
get_vehicle_booking | Get details for a specific vehicle booking by its Gondola booking ID. |
get_vehicle_booking_link | Get a Gondola.ai checkout link for a specific vehicle from search results. |
get_vehicle_booking_coverage | Get the rental car CDW/LDW coverage that was stored at booking time for a specific vehicle booking. |
get_booking | Get details for a hotel booking made through Gondola, using the Gondola booking ID shown as "Gondola booking" by get_upcoming_trips and get_past_trips. |
| Tool | What it does |
|---|---|
get_rate_alerts | Get all active rate alerts for the current user. |
create_rate_alert | Create a rate alert to monitor a hotel for price drops. |
delete_rate_alert | Delete a rate alert to stop monitoring a hotel for price drops. |
| Tool | What it does |
|---|---|
get_upcoming_trips | Get the user's upcoming hotel, flight, and rental car reservations. |
get_past_trips | Get the user's past hotel stays and flights. |
get_loyalty_accounts | Get the user's loyalty program memberships and current point balances. |
get_flight_credits | Get the user's active airline flight credits, eCredits, travel funds, vouchers, and travel-bank balances. |
get_free_night_credits | Free-night certificates you hold, such as Marriott Free Night Awards or Hyatt free nights. |
get_suite_upgrade_credits | Get the user's active suite upgrade awards and certificates across loyalty programs. |
optimize_loyalty_portfolio | Points expiring soon, best transfer opportunities from card currencies, and largest balances. |
credit_card_coverage | Look up rental car CDW/LDW (collision damage waiver / loss damage waiver) coverage provided by a credit card. |
get_traveler_context | Your saved travel context: loyalty tiers, home airport, preferred airlines and chains, trip patterns, and saved preferences. |
get_favorite_hotels | Get the hotels the user has saved as favorites in Gondola, newest first. |
A small set of tools places charges against a saved payment method or lists the cards that can be charged. They require the mcp:book scope, which is granted only to onboarded booking partners. A client that registers dynamically does not receive the scope, so these tools are neither listed nor callable on a normal connection.
| Tool | What it does |
|---|---|
book_hotel | Book a hotel room using a rate from get_hotel_rates. |
get_payment_methods | List the user's saved payment methods for booking. |
book_flight | Book a prepared flight after the traveler confirms the exact quote. |
cancel_flight_booking | Preview, then confirm, cancellation of a Gondola flight booking. |
book_vehicle | Book a rental vehicle from a search result. |
cancel_vehicle_booking | Cancel an existing vehicle booking by its Gondola booking ID. |
get_travel_profiles | Saved travel profiles: guest name, email, and phone presets. |
Interested in partner access? Email support@gondola.ai.
get_traveler_context reads the traveler profile saved on your Gondola account: loyalty tiers, home airport, preferred airlines and chains, trip patterns, and the travel preferences stored there. Preferences are saved by Gondola Concierge or written by hand; connected assistants read the profile but do not write to it. Review, edit, or clear saved preferences at any time in the Traveler Profile panel at gondola.ai/concierge. Details: Data privacy.
ai.gondola/gondolaMIT — see LICENSE.