Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Last-minute booking slots across 11 suppliers. Search, price, and execute bookings via AI agents.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://web-production-dc74b.up.railway.app/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http lastminute-booking https://web-production-dc74b.up.railway.app/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"lastminute-booking": {
"url": "https://web-production-dc74b.up.railway.app/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"lastminute-booking": {
"type": "http",
"url": "https://web-production-dc74b.up.railway.app/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://web-production-dc74b.up.railway.app/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 johnanleitner1-Coder 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.0)은 7개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
## This Platform Is For Sale — $8,000 (Open to Offers)
47 live supplier contracts across 18 countries, MCP server on Smithery + Glama, Stripe payments, US LLC, domain, and infrastructure included.
Pre-revenue but production-ready. You're buying 6+ months of development time and 47 active supplier relationships.
[View full details and make an offer](https://api.lastminutedealshq.com/for-sale) | Email: bookings@lastminutedealshq.com
MCP server with real-time last-minute tour and activity inventory. Live bookable slots across 40 suppliers in 48 countries and 100+ cities, sourced live from production booking systems via the OCTO open standard. Inventory refreshed every 4 hours.
Search available slots and create Stripe checkout sessions — customers pay on our page, suppliers are confirmed automatically.
npx -y @smithery/cli install @johnanleitner1/Last_Minute_Deals_HQ --client claude
npx -y @smithery/cli install @johnanleitner1/Last_Minute_Deals_HQ --client claude-code
npx -y @smithery/cli install @johnanleitner1/Last_Minute_Deals_HQ --client cursor
npx -y @smithery/cli install @johnanleitner1/Last_Minute_Deals_HQ --client windsurf
npx -y @smithery/cli install @johnanleitner1/Last_Minute_Deals_HQ --client <client-name>
Or connect directly to the remote MCP endpoint:
https://api.lastminutedealshq.com/mcp
| Tool | Description |
|---|---|
search_slots | Search available tours and activities. Filter by city, category, hours_ahead window, and max_price. Returns live inventory sorted by urgency (soonest first). |
book_slot | Book a slot for a customer. Approval mode (default) returns a Stripe checkout URL for the customer to pay. Autonomous mode charges a pre-funded wallet and returns a confirmation number directly. Supports quantity for group bookings. |
preview_slot | Get a shareable booking page URL for a slot. The user clicks the link, sees full details, enters their own name/email/phone, and pays via Stripe. Use this when a human is browsing with an AI assistant. |
get_booking_status | Check booking status by booking_id. Returns status, confirmation number, checkout URL (recoverable if lost), service details, and payment status. |
get_supplier_info | Returns the full supplier network — destinations, experience types, booking platform, and confirmation speed. Use before searching to understand what inventory is available. |
"What tours are available in Rome this weekend under $50?"
search_slots(city="Rome", hours_ahead=72, max_price=50)
[
{ "service_name": "E-Bike Tour of Ancient Rome & Appian Way", "business_name": "Bicycle Roma", "start_time": "2026-04-19T09:00:00+00:00", "price": 42.00, "currency": "EUR", "location_city": "Rome", "hours_until_start": 26.5, "slot_id": "a1b2c3..." }, { "service_name": "Castelli Romani Wine & Food E-Bike Tour", "business_name": "Bicycle Roma", "start_time": "2026-04-19T13:00:00+00:00", "price": 48.50, "currency": "EUR", "location_city": "Rome", "hours_until_start": 30.5, "slot_id": "d4e5f6..." } ]
"Book the e-bike tour for Jane Smith"
book_slot(
slot_id="a1b2c3...", customer_name="Jane Smith", customer_email="jane@example.com", customer_phone="+15550001234" )
{
"booking_id": "bk_a1b2c3_x9y8z7", "status": "pending_payment", "checkout_url": "https://checkout.stripe.com/c/pay/...", "message": "Customer should complete payment at checkout_url" }
"Did she pay yet?"
get_booking_status(booking_id="bk_a1b2c3_x9y8z7")
{
"status": "booked", "confirmation_number": "BR-20260419-001", "service_name": "E-Bike Tour of Ancient Rome & Appian Way", "start_time": "2026-04-19T09:00:00+00:00", "payment_status": "captured" }
40 active suppliers. Live inventory across 48 countries including France, UK, Germany, Italy, Spain, Netherlands, Switzerland, Iceland, Egypt, Japan, Portugal, Turkey, Brazil, Morocco, Tanzania, Finland, Montenegro, Romania, United States, United Kingdom, China, Mexico, Costa Rica, and more.
| Supplier | Destinations | Experiences |
|---|---|---|
| Arctic Adventures | Reykjavik, Husafell, Skaftafell, Iceland | Glacier hikes, ice caves, snowmobiling, aurora tours, whale watching, diving |
| Bicycle Roma | Rome, Appia Antica, Castelli Romani | E-bike tours, food tours, guided city tours, bike rentals |
| Boka Bliss | Kotor, Montenegro | Boat tours, sea caves, coastal experiences |
| EgyExcursions | Cairo, Egypt | Pyramids, cultural tours, day trips |
| Hillborn Experiences | Arusha, Serengeti, Zanzibar, Kilimanjaro | Private safaris, Kilimanjaro climbs, ultra-luxury wildlife tours |
| Íshestar Riding Tours | Selfoss, Iceland | Horse riding, glacier rides, Viking tours |
| Marvel Egypt Tours | Cairo, Luxor, Aswan | Pyramids, Nile cruises, temple tours |
| O Turista Tours | Lisbon, Porto, Sintra, Fatima, Nazaré | Private tours, day trips, wine experiences |
| Pure Morocco Experience | Marrakech, Sahara Desert | Desert tours, multi-day tours, cultural experiences |
| Ramen Factory Kyoto | Kyoto, Japan | Cooking classes, ramen workshops |
| REDRIB Experience | Helsinki, Finland | Speed boat tours, archipelago experiences |
| TourTransfer Bucharest | Bucharest, Romania | City tours, Dracula castle, Peles castle |
| Tours El Chiquiz | Puerto Vallarta, Mexico | Tequila tasting, hiking, nightlife tours, botanical gardens |
| Trivanzo Holidays | Cairo, Luxor, Red Sea, Egypt | Nile cruises, cultural tours, desert tours |
| TUTU VIEW Ltd | Shanghai, Xi'an, Beijing, Chengdu, Hangzhou | Multi-day tours, Silk Road, food tours, nature tours |
| Vakare Travel Service | Antalya, Turkey | Boat tours, jeep safaris, cultural excursions |
| All Washington View | Washington D.C. | City tours, sightseeing, monuments, panoramic views |
| Zestro Bizlinks | Japan | Experiences |
| Adi Tours - Nuba travel | Cairo, Egypt | Pyramids, cultural tours, Nile excursions, desert tours, day trips |
| The Photo Experience | London, United Kingdom | Photography tours, photo walks, city photography experiences |
| Sailing Windermere | Windermere, Lake District, United Kingdom | Sailing, lake cruises |
| Perfect Day Tours | Luxor, Egypt | Temple tours, Valley of the Kings |
| Nefertiti Tours | Cairo, Giza, Egypt | Pyramids, cultural tours |
| Blue Dolphin Sailing | Guanacaste, Costa Rica | Sailing tours, sunset cruises, snorkeling |
| EGYPT GATE | Cairo, Egypt | Tours and experiences |
| Imperio tours | Rome, Italy | Fiat 500 tours, golf cart tours, food tours |
| VIDABOA | Porto, Douro Valley, Portugal | Wine tours, private tours |
| Gallo Tour | Rome, Italy | Golf cart tours |
| Food Activity Japan | Osaka, Japan | Matcha making, food experiences |
| European Voyages | Paris, London, Rome, Barcelona, Amsterdam, Berlin, Vienna, Prague, Budapest + 38 more | Walking tours, city tours, food tours, day trips, multi-day tours, river cruises, wine tours, cooking classes, transfers |
| CruiserCar Palermo | Palermo, Sicily, Italy | Car tours, city tours, transfers |
| Nile Navigators | Cairo, Luxor, Aswan, Egypt | Nile cruises, river tours, cultural experiences |
| Fantastic Walks | United Kingdom | Walking tours |
| Top Gear Tours | Cairo, Egypt | Tours and experiences |
| Amazing Tours Agency | Brazil | Tours and experiences |
| Anatolia Expedition | Istanbul, Turkey | Cultural tours, expeditions |
| Turkey Tours Company | Istanbul, Turkey | Cultural tours, Cappadocia, Ephesus, day trips |
| Eimverk Distillery | Reykjavik, Iceland | Distillery tours |
| mondo guide srl | Rome, Italy | Guided tours, cultural experiences, day trips |
| The Osaka&Tokyo | Osaka, Tokyo, Japan | Cultural experiences, city tours |
experiences · wellness · beauty · hospitality
Free. No credit card required. Needed for booking operations — search works without one.
curl -X POST https://api.lastminutedealshq.com/api/keys/register \
-H "Content-Type: application/json" \ -d '{"name": "MyAgent", "email": "agent@example.com"}'
{"api_key": "lmd_..."}
Pass the key when configuring the MCP server or as X-API-Key header for REST calls.
Base URL: https://api.lastminutedealshq.com
| Endpoint | Method | Description |
|---|---|---|
/api/slots | GET | Search slots — city, category, hours_ahead, max_price |
/api/book | POST | Create Stripe checkout for a slot |
/api/book/direct | POST | Book with pre-funded wallet (autonomous agents) |
/bookings/{id} | GET | Check booking status |
/api/keys/register | POST | Get a free API key |
/api/wallets/create | POST | Create a pre-funded agent wallet |
/api/wallets/fund | POST | Get Stripe link to fund wallet |
/health | GET | System health check |
/metrics | GET | Live system metrics |
Approval (default) — Returns a Stripe checkout URL. The customer visits the link, pays, and the booking is confirmed with the supplier automatically. Best for human-in-the-loop flows.
Autonomous — Requires a pre-funded wallet. The system debits the wallet instantly and confirms with the supplier. No redirect, no latency. Best for fully autonomous agents.
book_slot(
slot_id="...", customer_name="Jane Smith", customer_email="jane@example.com", mode="autonomous", wallet_id="wlt_..." )
Every 4 hours:
fetch_octo_slots.py → Pull availability from 40 suppliers via OCTO API aggregate_slots.py → Deduplicate, filter, sort by urgency compute_pricing.py → Dynamic commission-based pricing sync_to_supabase.py → Upsert to production database
MCP/REST requests: Agent calls search_slots → Supabase query → Live results Agent calls book_slot → Stripe checkout → OCTO booking → Supplier confirmed