Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Airbnb stays by location and dates, and full listing details, as structured JSON.
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.
HASDATA_API_KEY, x-api-key비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"airbnb": {
"command": "npx",
"args": [
"-y",
"@hasdata/airbnb-mcp"
],
"env": {
"HASDATA_API_KEY": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add --transport http airbnb 'https://mcp.hasdata.com/mcp?apis=airbnb' --header 'x-api-key: your-value'claude mcp add airbnb --env HASDATA_API_KEY=your-value -- npx -y @hasdata/airbnb-mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"airbnb": {
"url": "https://mcp.hasdata.com/mcp?apis=airbnb",
"headers": {
"x-api-key": "your-value"
}
}
}
}프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"airbnb": {
"command": "npx",
"args": [
"-y",
"@hasdata/airbnb-mcp"
],
"env": {
"HASDATA_API_KEY": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"airbnb": {
"type": "http",
"url": "https://mcp.hasdata.com/mcp?apis=airbnb",
"headers": {
"x-api-key": "your-value"
}
}
}
}프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"airbnb": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@hasdata/airbnb-mcp"
],
"env": {
"HASDATA_API_KEY": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
x-api-key 비밀 필수 HTTP header이 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 6일 점검
레지스트리 이름이 도메인 hasdata.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
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.
입력해야 할 값: HASDATA_API_KEY, x-api-key
둘 다 가능해요. 내 컴퓨터에 설치해도 되고, 클라우드 버전에 연결해도 돼요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.8)은 43일 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: Spec Driven Development, Remote Desktop Commander, debuff
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Let coding agents play, test and tune your 2D web game: live state, explained errors, replays, fuzz.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
A hosted Airbnb MCP server that gives Claude, Cursor, Windsurf and any other MCP client two read-only Airbnb tools. Search stays by place name or map area, and read a single listing in full, all as structured JSON, with no Airbnb developer account and no partner approval.
It reads public listing pages that a signed-out visitor can see.
1,000 free credits every month, no card required, which is 100 Airbnb calls.
https://mcp.hasdata.com/mcp?apis=airbnb
An MCP client and a HasData API key from the dashboard, free to create with no card, and the free tier covers about 100 calls a month at the 10-credit rate. This is a remote server, so the simplest path is a URL and an x-api-key header, with no container to run and no Airbnb developer account anywhere in the flow. A client that only speaks stdio reaches it through a thin launcher, published as @hasdata/airbnb-mcp on npm and hasdata-airbnb-mcp on PyPI, shown below.
The server URL is the same for every client. We run it hands-on in Claude Code and Claude Desktop. The other blocks follow each client's own documented format for a remote server.
| Field | Value |
|---|---|
| URL | https://mcp.hasdata.com/mcp?apis=airbnb |
| Transport | HTTP, streamable |
| Auth header | x-api-key: HASDATA_API_KEY |
Clients with OAuth support can add the same URL as a connector and sign in without putting a key in a config file.
Claude Code
claude mcp add --transport http airbnb "https://mcp.hasdata.com/mcp?apis=airbnb" \
--header "x-api-key: HASDATA_API_KEY"
Claude Desktop
Settings, then Connectors, then Add custom connector, then paste https://mcp.hasdata.com/mcp?apis=airbnb and sign in.
For the config-file route, Claude Desktop loads only local (stdio) servers, so it reaches a remote server through a stdio launcher. The @hasdata/airbnb-mcp package is that launcher, and it reads the key from the environment. Add this to claude_desktop_config.json:
{
"mcpServers": { "airbnb": { "command": "npx", "args": ["-y", "@hasdata/airbnb-mcp"], "env": { "HASDATA_API_KEY": "YOUR_KEY" } } } }
For Python instead of Node, swap the launcher for the PyPI package, which uvx runs without a manual install:
{
"mcpServers": { "airbnb": { "command": "uvx", "args": ["hasdata-airbnb-mcp"], "env": { "HASDATA_API_KEY": "YOUR_KEY" } } } }
Cursor
~/.cursor/mcp.json for every project, or .cursor/mcp.json for one:
{
"mcpServers": { "airbnb": { "url": "https://mcp.hasdata.com/mcp?apis=airbnb", "headers": { "x-api-key": "HASDATA_API_KEY" } } } }
Windsurf
~/.codeium/windsurf/mcp_config.json. Windsurf calls the field serverUrl, not url:
{
"mcpServers": { "airbnb": { "serverUrl": "https://mcp.hasdata.com/mcp?apis=airbnb", "headers": { "x-api-key": "HASDATA_API_KEY" } } } }
VS Code
.vscode/mcp.json in the workspace:
{
"servers": { "airbnb": { "type": "http", "url": "https://mcp.hasdata.com/mcp?apis=airbnb", "headers": { "x-api-key": "HASDATA_API_KEY" } } } }
Prompts, not code. Paste one in and the agent picks the tool itself. Each is annotated with the calls it takes, because every successful call costs 10 credits.
Search Austin stays for two adults from September 15 to 18 and give me the ten highest-rated under $200 a night.
*One call, 10 credits. Rating and nightly price come back on the search result.*
Take the top result and pull its full amenities, the guest and bedroom count, and the host details.
*One call, 10 credits. Those live on the property page, which the details tool reads by URL.*
Compare the nightly price of a three-night stay for two guests in Austin against Nashville.
*Two calls, 20 credits, one search per city.*
For this listing URL, tell me how many beds and baths it has and whether the host is a Superhost.
*One call, 10 credits.*
A search result is deliberately light, enough to rank and shortlist. The amenities, beds, host and full description come from the property call, so a prompt that shortlists then inspects three homes is one search plus three property calls.
| Tool | What it returns |
|---|---|
hasdata_airbnb_listing_getAirbnbListings | Listing id and url, title, description, coordinates, photos, rating and review count, badges, and a price object holding the stay total, the nightly figure as text and a discounted price when Airbnb shows one. 10 credits a call |
hasdata_airbnb_property_getAirbnbPropertyDetails | Title, an overview carrying the guest, bedroom, bed and bath counts as text, description, address and coordinates, rating and review count, photos, guest capacity, host profile, amenities with an availability flag each, and safety and property notes. No price. 10 credits a call |
Two tools, read-only. Samples below are trimmed from real calls, and the numbers move as Airbnb updates. Read them as shapes. Each tool name links to its endpoint reference, which carries the full field list.
The samples are the payload, not the whole response. A tools/call result carries one text block, and that text is itself JSON holding url, status, text and json, with the scraped data under json. From a raw JSON-RPC response the path is result.content[0].text, parsed, then .json. A chat client unwraps that for you and code talking to the endpoint directly does not.
hasdata_airbnb_listing_getAirbnbListings
A page of search results by place name and dates, or by a map area.
| Parameter | Type | Required | Notes |
|---|---|---|---|
checkIn | string | yes | Check-in date, YYYY-MM-DD |
location | string | see below | The place to search, such as Austin, Texas |
neLat / neLng / swLat / swLng | number | see below | Corners of a map bounding box, north-east and south-west |
checkOut | string | Check-out date, YYYY-MM-DD | |
adults / children / infants / pets | number | Guest composition, each a count | |
nextPageToken | string | The pagination.nextPageToken from the previous response |
checkIn is always required. Beyond it the tool takes either a location or a full map bounding box, and a box counts only when all four corners are present. Three of the four fail with requiredIfExistsAny on the missing one. A box searches an area Airbnb has no name for, which a place name cannot express.
Returns a properties array and pagination, whose nextPageToken and pageTokens walk the result set. Each property carries id, url, title, latitude, longitude, a short description tagline, a photos array, rating, reviews, a badges array such as Guest favorite or Superhost, and a price object. price holds originalPrice, an optional discountedPrice when the stay is discounted, a qualifier like for 3 nights, and a breakdown.
A search result is intentionally light. Beds, baths, amenities, the host and the full description are not here, they come from the property tool below. Do not expect a bedroom count on a search result.
{
"id": "17545365", "url": "https://www.airbnb.com/rooms/17545365", "title": "Home in East Austin", "latitude": 30.25741, "longitude": -97.73366, "description": "Downtown Casa - neighborhood feel, close to it all", "rating": 4.87, "reviews": 601, "badges": ["Guest favorite"], "price": { "originalPrice": "$607", "discountedPrice": "$447", "qualifier": "for 3 nights", "breakdown": [{ "description": "3 nights x $149.00", "price": "$447.00" }] } }
hasdata_airbnb_property_getAirbnbPropertyDetails
One listing in full, by its URL.
| Parameter | Type | Required | Notes |
|---|---|---|---|
url | string | yes | An Airbnb listing URL, the url field from a search result |
Returns title, an overview array like ["4 guests", "2 bedrooms", "2 beds", "2 baths"], the full description, rating, reviews, address, latitude, longitude, a photos array, guestCapacity, a host object, an amenities array, and safetyAndPropertyInfo. The host object carries name, isSuperhost, isVerified, the host's own reviews, rating and yearsHosting. Each amenity carries a title, a type, an optional description and an available flag, so a filter reads available, it does not assume every listed amenity is present.
{
"id": "17545365", "title": "Downtown Casa - neighborhood feel, close to it all", "overview": ["4 guests", "2 bedrooms", "2 beds", "2 baths"], "rating": 4.87, "reviews": 601, "address": "Austin, Texas, United States", "guestCapacity": 4, "host": { "name": "Deanna", "isSuperhost": true, "isVerified": true, "reviews": 1273, "rating": 4.86, "yearsHosting": 11 }, "amenities": [ { "title": "Wifi", "type": "SYSTEM_WI_FI", "available": true }, { "title": "Free washer – In unit", "type": "SYSTEM_WASHER", "available": true } ] }
Your client almost never sees an HTTP error code from a tool call. The MCP layer answers 200 and puts the failure inside the result, with isError set to true and the reason as text. The agent reads a message where you might expect a status line.
A wrong key surfaces as tool output, not as a failed connection. tools/list accepts any non-empty key and returns both tools, so the client completes its handshake and shows green. The first tool call then comes back with isError: true and the text HasData API error: 401 Unauthorized. Watch for that string, because nothing earlier in the flow reports the problem.
**A missin
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