LetsFG — Flights & Hotels
Search and book flights and hotels: hundreds of airlines, plus bookable hotel rates.
作者提供的说明(英文原文)
Geospatial toolkit for AI: spatial queries, coord conversion, H3, OSM search, map verification links
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。
MAPBOX_ACCESS_TOKEN, OVERPASS_API_URL, MAX_H3_CELLS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 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"bbox": {
"command": "npx",
"args": [
"-y",
"bbox-mcp-server"
],
"env": {
"MAPBOX_ACCESS_TOKEN": "your-value",
"OVERPASS_API_URL": "your-value",
"MAX_H3_CELLS": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add bbox --env MAPBOX_ACCESS_TOKEN=your-value --env OVERPASS_API_URL=your-value --env MAX_H3_CELLS=your-value -- npx -y bbox-mcp-server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": {
"bbox": {
"command": "npx",
"args": [
"-y",
"bbox-mcp-server"
],
"env": {
"MAPBOX_ACCESS_TOKEN": "your-value",
"OVERPASS_API_URL": "your-value",
"MAX_H3_CELLS": "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": {
"bbox": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"bbox-mcp-server"
],
"env": {
"MAPBOX_ACCESS_TOKEN": "your-value",
"OVERPASS_API_URL": "your-value",
"MAX_H3_CELLS": "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。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
OVERPASS_API_URL envMAX_H3_CELLS env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。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
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10日
注册名称已通过 GitHub 账户 iamvibhorsingh 验证,该账户拥有此仓库
代码最后更新于7天前
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
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 2 项适用的基础检查中通过了 2 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:MAPBOX_ACCESS_TOKEN
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于7天前,最新版本(1.2.6)于7个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:LetsFG — Flights & Hotels, Google Maps MCP Server, Mu
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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
Search and book flights and hotels: hundreds of airlines, plus bookable hotel rates.
18 Google Maps tools for AI agents — geocode, search, directions, weather, and more.
News, web search, mail, markets, weather, places, files, calendar, contacts. 67 tools, one endpoint.
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。
FREE Geospatial tools for AI agents, with results you can inspect on a map.
Search OpenStreetMap, convert coordinates, generate H3 grids, calculate routes, and sample terrain elevation. 10 MCP tools, no API keys required to get started. Spatial results include shareable links to the interactive map.
Requires Node.js 18+. Add this to your MCP client configuration:
{
"mcpServers": { "bbox": { "command": "npx", "args": ["-y", "bbox-mcp-server"] } } }
| Client | Configuration file |
|---|---|
| Claude Desktop | claude_desktop_config.json |
| Cursor | .cursor/mcp.json |
| Windsurf | ~/.codeium/windsurf/mcp_config.json |
| VS Code (GitHub Copilot) | .vscode/mcp.json - use servers instead of mcpServers |
| Tool | What it does |
|---|---|
get_bounds | Find, buffer, convert, and project bounding boxes across formats and coordinate systems. |
get_h3_indices | Generate H3 cells for a bounding box or exact polygon boundary, including holes. |
generate_share_url | Create a shareable map link for a bounding box. |
reverse_geocode | Resolve coordinates to an address and OpenStreetMap details. |
search_overpass | Find or count OSM features within an area, bounding box, or radius. |
list_osm_tags | Find OSM tags by category using curated suggestions and Taginfo fallback. |
aggregate_overpass_h3 | Group OSM query results into H3 hexagons for density analysis. |
calculate_route | Get driving, walking, or cycling distance, duration, and route geometry. |
get_elevation | Get elevation for points or sample a terrain grid using the 90m Copernicus DEM. |
spatial_calc | Calculate geometry relations, point containment, distance/bearing, and grid subdivisions offline. |
Your MCP client discovers each tool's full parameter and output schemas automatically. H3 tools use resolution (0–15).
Tools with a location parameter accept place names. Tools with a bbox parameter auto-detect raw coordinates, single points, z/x/y tiles, WKT, GeoJSON, GeoJSON bboxes, and ogrinfo extents.
Coordinate order: raw bboxes default to lat1,lng1,lat2,lng2; points use lat,lng. Use GeoJSON or WKT to avoid ambiguity, for example {"bbox":[-74.006,40.712,-73.985,40.758]} in west/south/east/north order. coord_order on get_bounds controls formatted output only.
get_bounds supports 3,900+ bundled projections via epsg and nine output formats: csv, wkt, geojson-bbox, geojson-polygon, leaflet, overpass, ogc-bbox, kml, and stac-bbox.
For Overpass searches, supply a selector such as nwr["amenity"="cafe"]; the server adds spatial filters. Set radius_meters for an explicit distance or omit it to search the area. Use list_osm_tags to find selectors by category.
Place search uses Nominatim with Photon fallback; a Mapbox token is optional. Defaults work without configuration.
Optional environment variables
Add an env object alongside command and args in your server configuration.
| Variable | Purpose / default |
|---|---|
OSM_USER_AGENT | Identify your application and contact; defaults to the server name, version, and repository URL. |
NOMINATIM_EMAIL | Optional contact email for Nominatim requests. |
NOMINATIM_API_URL | Geocoder endpoint; defaults to https://nominatim.openstreetmap.org. |
PHOTON_API_URL | Fallback geocoder; defaults to https://photon.komoot.io. |
MAPBOX_ACCESS_TOKEN | Optional additional geocoding fallback. |
OVERPASS_API_URL | Custom Overpass endpoint(s); defaults rotate across public instances. |
OSRM_API_URL | Preferred routing endpoint; defaults use public OSRM services. |
ELEVATION_API_URL | Elevation endpoint; defaults to https://api.open-meteo.com/v1/elevation. |
MAX_H3_CELLS | H3 generation cap; defaults to 50000. |
Successful calls return readable content and structuredContent matching the tool's output schema, including provenance, complete, and warnings. Spatial tools also return share_url. Errors use isError: true; structured logs go to stderr, keeping stdout reserved for MCP.
To run from source:
npm install
npm test npm start
npm test builds the server and runs the test suite.
Data © OpenStreetMap contributors. Public services have usage limits: avoid bulk scraping and frequent polling, and configure your own endpoints for shared or heavy workloads.