Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Airbnb stays by location and dates, and full listing details, as structured JSON.
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。
HASDATA_API_KEY, x-api-key标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
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 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"airbnb": {
"command": "npx",
"args": [
"-y",
"@hasdata/airbnb-mcp"
],
"env": {
"HASDATA_API_KEY": "your-value"
}
}
}
}在终端中运行这条命令
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-mcp运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"airbnb": {
"url": "https://mcp.hasdata.com/mcp?apis=airbnb",
"headers": {
"x-api-key": "your-value"
}
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"airbnb": {
"command": "npx",
"args": [
"-y",
"@hasdata/airbnb-mcp"
],
"env": {
"HASDATA_API_KEY": "your-value"
}
}
}
}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": {
"airbnb": {
"type": "http",
"url": "https://mcp.hasdata.com/mcp?apis=airbnb",
"headers": {
"x-api-key": "your-value"
}
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"airbnb": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@hasdata/airbnb-mcp"
],
"env": {
"HASDATA_API_KEY": "your-value"
}
}
}
}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。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
x-api-key 机密 必填 HTTP header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6日
注册名称已通过域名 hasdata.com 验证(注册中心会核实域名所有权)
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。
你需要填写:HASDATA_API_KEY, x-api-key
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(1.0.8)于43天前进入注册中心。
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:Spec Driven Development, Remote Desktop Commander, Apify MCP Server
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
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.
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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。
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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