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AirROI Airbnb MCP Server

作者:airroi版本 1.0.1i★ –i在云端运行
注册名称com.airroi/mcp

安装

概览

作者提供的说明(英文原文)

Airbnb MCP server for short-term rental data: occupancy, ADR, RevPAR, revenue, comps, live rates

PopNx MCP 的三大支柱

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。

它能帮你做什么

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。

  • 连接方式: 在云端运行
  • 传输方式: Streamable HTTP
  • 分类: 其他
  • 你需要填写:X-API-KEY

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

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。

在终端中运行这条命令

claude mcp add --transport http airroi https://mcp.airroi.com --header 'X-API-KEY: your-value'

运行前请先填写空着的值。

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "airroi": {
      "url": "https://mcp.airroi.com",
      "headers": {
        "X-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。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "airroi": {
      "type": "http",
      "url": "https://mcp.airroi.com",
      "headers": {
        "X-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。

需要你填写的值

  • X-API-KEY 机密 必填 HTTP header
    AirROI API key. Get one free at https://www.airroi.com/api

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。

它能做什么

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。

基础检查i

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

  • ✓ 通过

    作者与仓库一致

    注册名称已通过域名 airroi.com 验证(注册中心会核实域名所有权)

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    端点有响应

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    使用 OAuth 登录

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    工具描述中没有隐藏指令

    尚未检查;我们会在检查端点时读取工具列表

与“其他”中的其他服务器比较i

  • 星标数多于此分类中其他 32691 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 32691 个服务器的 49% 更新
  • 基础检查结果等于或优于此分类中其他 32691 个服务器的 100%

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。

常见问题

AirROI Airbnb MCP Server 安全吗?

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。

它需要哪些密钥或代码?

你需要填写:X-API-KEY

它在我的电脑上运行还是在云端?

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。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(1.0.1)于42天前进入注册中心。

哪些应用可以使用它?

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。

有什么可以替代它?

同一分类中有:Spec Driven Development, Remote Desktop Commander, Dialyne

替代选择

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

Spec Driven Development

作者:formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

在你的电脑上运行★ 440MIT14个月前更新
安装

Remote Desktop Commander

作者:desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

在云端运行★ 211前天更新
安装

Dialyne

作者:dialyne

Real phone calls in France for AI agents: dial +33 numbers, menus, hold, AI disclosure.

在云端运行今天更新
安装

作者的 README

打开 README

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。

AirROI Airbnb MCP Server

Short-term rental market data for AI assistants · Remote · Streamable HTTP · com.airroi/mcp


AirROI's Airbnb MCP server gives Claude, Codex, Cursor, VS Code and any other Model Context Protocol client 29 tools for Airbnb and short-term rental market data: occupancy, ADR, RevPAR, revenue percentiles, comparables, revenue estimates, live Airbnb calendars and search rank, and price recommendations. It covers 20M+ listings in 190+ countries and answers from a maintained dataset, so your assistant never scrapes airbnb.com.

This repository is documentation only. The server is fully remote at https://mcp.airroi.com; there is nothing to install or run. AirROI is an independent data provider and is not affiliated with Airbnb. As of September 2026, Airbnb has no official MCP server or public API.

Endpointhttps://mcp.airroi.com
TransportStreamable HTTP (remote)
AuthX-API-KEY header, required on every request
Tools29 (11 market, 13 listing, 3 lookup and estimate, 2 pricing)
PriceFrom $0.01 per call, pay as you go
Registrycom.airroi/mcp in the official MCP Registry
Docshttps://www.airroi.com/mcp-server

Which Airbnb MCP server do you need?

"Airbnb MCP server" can mean three different things. Pick by the job:

You want to…Server typeExamplesAirROI?
Find a place to stayListing-search scraperApify, Bright DataNo
Run your own listings (messages, reservations, calendars)Property-management serverHospitable, GuestyNo
Analyze a market, a property or a comp setMarket-data MCPAirROIYes

A side-by-side comparison with pricing and limitations: https://www.airroi.com/mcp-server/compare

Get an API key

  1. Sign up for a free API key at https://www.airroi.com/api
  2. Activate it in the developer dashboard at https://www.airroi.com/api/developer/activate and copy the key.
  3. Use it as the X-API-KEY header value in the snippets below. Replace only YOUR_API_KEY.

Discovering tools (tools/list) is not billed, but every request needs the key.

Setup

Full, per-client guides: Claude · Codex and ChatGPT · every other client

Claude Code
claude mcp add --transport http airroi \

https://mcp.airroi.com \ --header "X-API-KEY: YOUR_API_KEY" --scope user

Check it with claude mcp get airroi, then ask Claude a market question.

Claude Desktop

Claude Desktop connects to remote servers with custom headers through the mcp-remote bridge (needs Node.js). Edit ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows), then restart the app:

{

"mcpServers": { "airroi": { "command": "npx", "args": [ "mcp-remote", "https://mcp.airroi.com", "--header", "X-API-KEY:${AIRROI_API_KEY}" ], "env": { "AIRROI_API_KEY": "YOUR_API_KEY" } } } }

Keep X-API-KEY:${AIRROI_API_KEY} free of spaces around the colon.

Codex (CLI, IDE extension and ChatGPT desktop app)

All three read ~/.codex/config.toml:

[mcp_servers.airroi]

url = "https://mcp.airroi.com" env_http_headers = { "X-API-KEY" = "AIRROI_API_KEY" }

Then export AIRROI_API_KEY=YOUR_API_KEY in your shell profile. codex mcp list shows Auth: Unsupported for header auth; that is expected. ChatGPT on the web (developer mode) doesn't support API-key servers, so use Codex.

Cursor

~/.cursor/mcp.json (global) or .cursor/mcp.json (project):

{

"mcpServers": { "airroi": { "url": "https://mcp.airroi.com", "headers": { "X-API-KEY": "${env:AIRROI_API_KEY}" } } } }

VS Code (Copilot agent mode)

.vscode/mcp.json. The top-level key is servers, not mcpServers:

{

"inputs": [ { "type": "promptString", "id": "airroi-key", "description": "AirROI API key", "password": true } ], "servers": { "airroi": { "type": "http", "url": "https://mcp.airroi.com", "headers": { "X-API-KEY": "${input:airroi-key}" } } } }

Devin Desktop (formerly Windsurf)

~/.config/devin/mcp_config.json (Windows: %APPDATA%\devin\mcp_config.json):

{

"mcpServers": { "airroi": { "serverUrl": "https://mcp.airroi.com", "headers": { "X-API-KEY": "${env:AIRROI_API_KEY}" } } } }

Antigravity CLI (Gemini CLI's successor)

~/.gemini/config/mcp_config.json (global) or .agents/mcp_config.json (project):

{

"mcpServers": { "airroi": { "serverUrl": "https://mcp.airroi.com", "headers": { "X-API-KEY": "YOUR_API_KEY" } } } }

n8n
  1. Add an AI Agent node, then attach an MCP Client Tool node to it.
  2. Set the endpoint to https://mcp.airroi.com and the transport to HTTP Streamable.
  3. Choose Header Auth and create a credential with name X-API-KEY and your key as the value.
OpenAI Agents SDK (Python)
import asyncio, os

from agents import Agent, Runner from agents.mcp import MCPServerStreamableHttp

async def main(): async with MCPServerStreamableHttp( name="airroi", params={ "url": "https://mcp.airroi.com", "headers": {"X-API-KEY": os.environ["AIRROI_API_KEY"]}, }, ) as airroi: agent = Agent(name="STR analyst", mcp_servers=[airroi]) result = await Runner.run( agent, "Occupancy and ADR for 2-bedroom homes in Nashville?" ) print(result.final_output)

asyncio.run(main())

Any stdio-only client
npx mcp-remote https://mcp.airroi.com --header X-API-KEY:${AIRROI_API_KEY}

A real session

Prompt, run against the live server at mcp.airroi.com:

Compare Austin and Nashville for a 2-bedroom entire-home Airbnb: occupancy, ADR, RevPAR, annual revenue, and how many competing listings I'd face.

Tool calls: airroi_search_markets → airroi_search_markets → airroi_market_summary → airroi_market_summary → airroi_market_revenue → airroi_market_revenue (cost $0.42)

Over the trailing 12 months, 2-bedroom entire homes in Nashville earned more per listing: $40,075 in average annual revenue versus $24,965 in Austin. Occupancy is nearly identical (49% vs 48%), so the gap comes from rate: Nashville's ADR is $296 against Austin's $236, for RevPAR of $146 versus $114. Nashville also has less 2-bedroom supply, about 1,270 active listings a month versus about 2,029 in Austin. October 2025 was the strongest month for the median listing in both markets, at $5,009 in Nashville and $3,941 in Austin.

More sessions (live search rank, owner reports, forward pacing, Lisbon): https://www.airroi.com/mcp-server/use-cases

Tools (29)

No tool can change a listing, price, booking or message. 26 tools are flagged read-only; the other 3 create a download file or a scan cursor.

Market analytics (11)
ToolWhat it doesPrice per call
airroi_market_min_nightsTrack monthly average minimum-night settings and percentile breakdowns across a market. Use this to understand local stay restrictions alongside occupancy and pricing trends.$0.10
airroi_market_summaryGet a quick market overview with key stats: occupancy, ADR, RevPAR, average annual revenue per listing, booking lead time, length of stay, minimum nights, and active listing count. Returns a single-response trailing-12-month snapshot of any market.$0.10
airroi_market_metrics_allAccess all market metrics combined in one response. Returns monthly time-series with percentile breakdowns (avg, p25, p50, p75, p90) for occupancy, ADR, RevPAR, revenue, lead time, length of stay, minimum nights, and active listings -- the most comprehensive single tool.$0.50
airroi_market_occupancyTrack historical and seasonal occupancy rate trends with monthly time-series data. Returns average and percentile breakdowns to identify peak demand periods and booking patterns.$0.10
airroi_market_adrAnalyze Average Daily Rate trends with monthly time-series and percentile breakdowns. Track pricing compression, seasonal fluctuations, and rate growth across an entire market.$0.10
airroi_market_revparMonitor Revenue Per Available Rental combining occupancy and pricing into a single performance metric. Returns monthly time-series with percentile distributions for benchmarking.$0.10
airroi_market_revenueTrack monthly listing revenue with time-series and percentile breakdowns. Analyze revenue growth trends and seasonal patterns for investment opportunity sizing.$0.10
airroi_market_lead_timeUnderstand how far in advance guests book in any market, measured in days. Returns monthly time-series with percentiles to optimize pricing and marketing timing strategies.$0.10
airroi_market_losAnalyze average guest length-of-stay patterns measured in nights. Returns monthly time-series with percentile breakdowns for operational planning and minimum-stay optimization.$0.10
airroi_market_active_listingsMonitor market supply growth by tracking active listing counts over time. Identify new entrants, market saturation, and competitive landscape changes with monthly time-series data.$0.10
airroi_market_future_pacingAccess forward-looking booking pace for upcoming dates. Returns daily pacing data with booked count, available count, average rates, and fill rate for demand forecasting and revenue prediction.$0.20
Market lookup and revenue estimates (3)
ToolWhat it doesPrice per call
airroi_search_marketsSearch for short-term rental markets by name with prefix matching. Returns the exact market identifiers (country, region, locality, district) with active listing counts needed by all market tools.$0.01
airroi_lookup_marketResolve raw GPS coordinates to the exact market identifiers (country, region, locality, district) that every market tool requires. The reverse of search_markets — use it when you have a latitude/longitude instead of a place name.$0.01
airroi_estimate_revenueGenerate revenue projections for any location based on bedrooms, bathrooms, and guest capacity. Returns projected annual revenue, ADR, occupancy with percentile breakdowns (p25-p90), monthly distribution, and comparable listings.$0.20
Listing data (4)
ToolWhat it doesPrice per call
airroi_get_listingRetrieve full data for one Airbnb listing by ID: property details, description text, photo URLs, check-in and check-out times, guest-favorite status, pricing, ratings, and performance metrics including trailing-12-month and last-90-day occupancy, ADR, and revenue.$0.10
airroi_batch_listingsFetch detailed information for up to 25 properties in a single billed request. Returns counts and a downloadable JSON resource containing full property details and any per-ID errors. Downloading the resource does not repeat the API call.$1.00
airroi_find_comparablesDiscover up to 25 similar properties ranked by relevance based on location, bedrooms, bathrooms, and guest capacity. Specify location via coordinates or a physical address, and optionally a 1–10 mile radius and room type, for competitive benchmarking.$0.10

| airroi_listing_metrics | Access up to 60 months of historical performance data per listing: monthly occupancy, ADR, RevPAR, revenue, and average minimum-night setting. Ideal for trend an

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