生活成本比较
Use Numbeo endpoints to turn 生活成本比较 into repeatable API requests with documented inputs and JSON responses.
使用规范化的 Numbeo 生活成本和生活质量指数比较城市和国家。获取城市或国家详情以及当前或历史排名，用于位置研究、搬迁相关产品、市场分析和本地数据增强。
获取公开的 Numbeo 生活成本、生活质量、犯罪率、医疗、污染、交通和房产指数，转换为结构化 JSON。
Endpoint families
2
Documented params
20
Examples
8
Live catalog snapshot
Active endpoints
8
Methods
GET
Required params
16
Schema refs
8
{
"platform": "Numbeo",
"endpoint": "numbeo-cost-of-living-rankings",
"method": "GET",
"path": "/numbeo/cost-of-living/rankings",
"auth": "apiKey"
}Use cases
获取公开的 Numbeo 生活成本、生活质量、犯罪率、医疗、污染、交通和房产指数，转换为结构化 JSON。
Use Numbeo endpoints to turn 生活成本比较 into repeatable API requests with documented inputs and JSON responses.
Use Numbeo endpoints to turn 城市和国家市场研究 into repeatable API requests with documented inputs and JSON responses.
Use Numbeo endpoints to turn 搬迁与位置情报 into repeatable API requests with documented inputs and JSON responses.
Managed execution
Every figure below is read from the live Numbeo endpoint catalog — 8 endpoints, 20 documented request parameters, and 8 published response schemas — the same catalog Docs and Playground run against.
8 documented Numbeo endpoints, grouped into 2 request families — Cost Of Living and Indices.
20 request parameters are documented across those Numbeo endpoints, 16 of them required — the full input contract is public before you write any integration code.
8 of the 8 Numbeo endpoints ship a recorded example response, and 8 carry a documented response schema — you can code against the real JSON before the first request.
Numbeo endpoints document their error responses (400, 404, 500 and 503) alongside the success schema, so a block, a rate limit, or a missing record comes back as a typed error rather than silently empty data.
8 hosted MCP tools back the Numbeo endpoints, so an agent can call the same routes with the same parameters and the same JSON contract, with no custom glue.
Coverage map
These cards are generated from the active endpoint catalog, so the landing page reflects the same API surface used by Docs and Playground.
/numbeo/cost-of-living/rankings
/numbeo/indices/rankings
Endpoint catalog
/numbeo/cost-of-living/rankingsReturns the global cost-of-living city ranking (Cost of Living, Rent, Cost of Living Plus Rent, Groceries, Restaurant Price, and Local Purchasing Power indices), either the continuously-updated current index or a historical periodic snapshot. Credential-free public Numbeo data (numbeo.com).
MCP tool numbeo_cost_of_living_rankings
/numbeo/cost-of-living/rankings-by-countryReturns the global country-level cost-of-living ranking (Cost of Living, Rent, Cost of Living Plus Rent, Groceries, Restaurant Price, and Local Purchasing Power indices). Credential-free public Numbeo data (numbeo.com).
MCP tool numbeo_cost_of_living_rankings_by_country
/numbeo/cost-of-living/city/{slug}Returns itemized cost-of-living prices for one city (restaurants, markets, transportation, utilities, rent, and more), grouped by category. Credential-free public Numbeo data (numbeo.com).
MCP tool numbeo_cost_of_living_city
/numbeo/cost-of-living/countryReturns aggregate itemized cost-of-living prices for a country, plus the headline cost-of-living indices for every city Numbeo tracks there. Credential-free public Numbeo data (numbeo.com).
MCP tool numbeo_cost_of_living_country
/numbeo/indices/rankingsReturns the global city ranking for a Numbeo index family, either the continuously-updated current index or a historical periodic snapshot. Credential-free public Numbeo data (numbeo.com).
MCP tool numbeo_indices_rankings
/numbeo/indices/rankings-by-countryReturns the global country-level ranking for a Numbeo index family. Credential-free public Numbeo data (numbeo.com).
MCP tool numbeo_indices_rankings_by_country
/numbeo/indices/city/{slug}Returns one city's data for a Numbeo index family (quality of life, crime, health care, pollution, traffic, or property investment): headline indices, and (depending on the family) titled sub-index sections and/or itemized prices. Credential-free public Numbeo data (numbeo.com).
MCP tool numbeo_indices_city
/numbeo/indices/countryReturns one country's aggregate data for a Numbeo index family, plus every city Numbeo tracks there with its index breakdown. Credential-free public Numbeo data (numbeo.com).
MCP tool numbeo_indices_country
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How to scrape Numbeo
Crawlora 的 8 个 Numbeo 端点将公开的城市和国家指数规范化为 JSON。numbeo.com 是一个没有部署 bot 管理系统的普通服务端渲染网站——真正麻烦的是它的城市 slug、指数分类和历史周期这一套专属词汇，而这些端点会直接为你处理好。
生活成本有它自己的路由。其余所有内容都通过 /numbeo/indices/* 访问，index 参数可选 quality-of-life、crime、health-care、pollution、traffic 或 property-investment。
排名类路由完全不需要标识符，会返回每个已排名的城市或国家及其指数——以及每一行的 city_slug，这正是城市类路由所需要的路径参数的确切值。
/numbeo/cost-of-living/city/{slug} 返回按类别分组的明细价格（餐厅、市场、交通、水电煤、租金），每项都带有低值和高值区间。/numbeo/indices/city/{slug} 返回该城市在某个指数分类下的总体指数和各项子指数。
国家类路由接受 Numbeo 拼写方式的国家名称，并返回汇总数据以及 Numbeo 在该国家跟踪的所有城市。
排名类路由接受 scope=historical 以及诸如 2026-mid、2025 或 2024 之类的 period 参数。覆盖范围会随时间倒推而缩小——近期周期排名的城市数量会比更早的周期多出数百个——因此在跨时间比较时应固定 period 不变。
FAQ
指数类路由覆盖六类——生活质量、犯罪率、医疗、污染、交通和房产投资——此外还有拥有自己的城市、国家和排名路由的生活成本。
从任意排名响应中获取。每一行都带有 city_slug 字段（例如 The-Hague-Den-Haag-Netherlands），它正是 /numbeo/cost-of-living/city/{slug} 和 /numbeo/indices/city/{slug} 所需要的路径参数，因此你无需自己猜测拼写方式。
包含。向任一排名路由传入 scope=historical 以及诸如 2026-mid 或 2024 之类的 period 参数即可。更早的周期覆盖的城市数量明显少于当前周期，因此比较时应保持可比性，而不要把覆盖范围的变化误读为排名的变化。
技术上并不难——它是一个没有部署 bot 管理系统的服务端渲染页面。真正棘手的是它的结构：城市 slug、指数分类、子指数区块和周期词汇因路由而异。这些端点将其规范化为一套统一的 JSON 契约。
这取决于你与 Numbeo 之间的约定。Numbeo 的条款允许在注明来源链接（numbeo.com）的前提下免费用于个人用途，也允许在署名的情况下用于学术或媒体再利用，但通过另一个 API 或面向公众的数据订阅源再分发 Numbeo 数据，需要事先获得 Numbeo 的同意。这些端点读取的是浏览器所能看到的同一批公开页面——在再分发前请注明 Numbeo 来源并核查其条款，而不要仅在内部使用这些数值。
不免费。Numbeo 的 Cost of Living API 是一款付费产品——对其城市和国家指数的商业访问需要通过购买套餐或单独的数据授权，而非免费套餐。Crawlora 与 Numbeo 没有关联；这些端点规范化的是同一批公开的城市和国家页面。