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Commutescout

作者:nicglazkov版本 2.134.0i★ –i在云端运行
注册名称io.github.nicglazkov/commutescout

安装

概览

作者提供的说明(英文原文)

Trip planning and best time to leave, with live road data from 37 US states, traffic, weather.

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: 旅行、地图与天气
  • 你需要填写:Authorization

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 commutescout https://mcp.commutescout.com/mcp --header 'Authorization: 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": {
    "commutescout": {
      "url": "https://mcp.commutescout.com/mcp",
      "headers": {
        "Authorization": "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": {
    "commutescout": {
      "type": "http",
      "url": "https://mcp.commutescout.com/mcp",
      "headers": {
        "Authorization": "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

  • Authorization 机密 HTTP header
    Optional CommuteScout API key as 'Bearer cs_live_...', from Settings on commutescout.com/map. Enables saved places (home, work) and per-key limits.

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

工具名称和描述与服务器在 2026年11月7日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。

  • check_route

    Check current conditions along a major California highway corridor. The flagship trip-check tool: give it a start and end place and it returns everything active along that stretch right now - CHP incidents, lane closures physically in place, chain controls, and wildfires within ~

  • check_region

    Full current-conditions report for a California region. Use this for area-scale questions ("how is the Bay Area?", "what's happening in SoCal?") instead of stitching together point queries. It sweeps every source over the whole region at once: CHP incidents (severity-sorted, wors

  • get_incidents

    Live CHP traffic incidents statewide, optionally filtered. Data: the California Highway Patrol statewide computer-aided dispatch feed - collisions, traffic hazards, disabled vehicles, closures as CHP logs them. Refreshes about once a minute; incidents disappear when CHP closes th

  • get_lane_closures

    Caltrans lane and road closures physically in place RIGHT NOW. Data: the Caltrans Lane Closure System (LCS). Only closures that crews have actually established (CHP code 1097) and not yet picked up are returned - scheduled-but-not-started closures are excluded, so this is "what i

  • get_chain_controls

    Current chain-control requirements on California mountain highways. Data: Caltrans chain-control status for fixed checkpoints on mountain routes (I-80 Donner, US-50 Echo Summit, SR-88, SR-89, and others). Levels: R-1 = chains OR snow tires required; R-2 = chains required except 4

  • get_wildfires

    Active California wildfires, flagged when close to a major highway. Data: the interagency WFIGS current-wildfire feed (NIFC) - name, size in acres, percent contained, discovery date. Points are each fire's ORIGIN, not its perimeter: a large fire can affect roads far from this poi

  • rank_routes

    Which major corridors have the most going on right now. Answers broad questions like "what are the busiest routes", "where is traffic worst", or "which highways should I avoid today" across all 17 tracked corridors. by="activity" ranks on live events (full closures weigh most, th

  • get_cameras

    Live Caltrans roadside camera snapshots near a point or on a route. Data: ~3,000 in-service Caltrans cameras statewide. Every returned image_url was verified live moments ago (offline cameras that serve a placeholder frame are filtered out), so images can be shown directly. Snaps

  • get_road_signs

    What Caltrans changeable message signs are displaying right now. Data: statewide CMS sign text, blank and out-of-service signs already filtered - every record is a message a driver is physically seeing. Signs carry the road's operational truth ("CHAINS REQUIRED 10 MI AHEAD", "FUL

  • get_nearby_events

    Live road events near a point anywhere CommuteScout covers, not just California: 37 states today (get_coverage lists them). Data: the same multi-state feeds the live map shows, normalized - state DOT incidents, roadwork and closures, chain and traction advisories, and nationwide

  • get_my_places

    The user's saved places: Home, Work, favorites and recent destinations, synced from the CommuteScout site and apps. Available when this server is connected with the user's CommuteScout API key; otherwise `connected` is false and `message` says how to connect. The trip tools alrea

  • find_place

    Look up a US address or place and get its coordinates. Use it to confirm which place the user means before planning, or when a trip tool answers needs_clarification. Returns up to `limit` matches with a ready-to-pass `coords` string for the *_coords arguments of the trip tools.

  • plan_trip

    Everything about one drive between any two US places, in one call. Use this for "how's the drive to X", "how long to get to Y at 5", "anything on the way to Z". It returns: - the route (miles, main roads, alternatives) from the closure-aware planner the CommuteScout map uses: ful

  • best_time_to_go

    When to leave (or visit) to beat traffic and weather, for any US trip. Answers "what's a good time to visit X", "when should I leave for the airport", "is 5 PM bad". It checks up to 16 departures across the window and returns, for each: drive minutes for that weekday and hour (To

  • get_weather

    Hourly NWS forecast, active alerts and nearby road-weather stations for any US place, with driving hazards flagged by hour. Road-weather stations are state DOT sensors: pavement and air temperature, wind gusts and visibility, where a state publishes them.

  • get_traffic

    Live traffic speed against free-flow speed on the road nearest each point, anywhere in the US (TomTom). Use it for "is the bridge backed up right now"; for a whole drive, plan_trip is better.

  • get_area_history

    What usually happens around a place: incidents and closures that started within the radius, by local hour and weekday, the common incident types and how long they typically last. Use it for "is this intersection bad at rush hour" or "when is it quietest around the stadium". These

  • get_coverage

    Which states and sources CommuteScout covers right now, with each feed's freshness. Check it when an answer is unexpectedly empty.

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 GitHub 账户 nicglazkov 验证,该账户拥有此仓库

  • … 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

  • ✓ 通过

    端点有响应

    在 199 毫秒内响应(HTTP 200)

  • – 不适用

    使用 OAuth 登录

    无需登录

  • ✓ 通过

    工具描述中没有隐藏指令

    已读取 18 个工具描述,未发现针对 AI 的隐藏指令

与“旅行、地图与天气”中的其他服务器比较i

  • 星标数多于此分类中其他 1706 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 1706 个服务器的 95% 更新
  • 基础检查结果等于或优于此分类中其他 1706 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

Commutescout 安全吗?

它在 3 项适用的基础检查中通过了 3 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:Authorization

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(2.134.0)于前天进入注册中心。

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:CGC Airport Transfers, Flightaware MCP, Killbottleneck

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

CGC Airport Transfers

作者:cgctransfers.com.au

Fixed-price quotes and bookings for private airport transfers: Gold Coast, Brisbane, Byron Bay.

在云端运行今天更新
安装

Flightaware MCP

作者:chrischall

Live flight tracking and aviation data via FlightAware AeroAPI (flights, airports, alerts).

在你的电脑上运行今天更新
安装

Killbottleneck

作者:tengolabs

Free-to-self-host goal and process maps for humans and AI agents, with REST API and MCP.

在你的电脑上运行今天更新
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。

CommuteScout Live road intelligence for 37 US states.

A live map, trip planning with the best time to leave, mobile apps, and a public MCP server and REST API for AI assistants.

Website · Live map · MCP server · API docs · Data sources · Mobile apps

Overview

CommuteScout reads 53 official agency feeds across 37 states (state DOT and 511 closures and incidents, CHP dispatch, chain controls, cameras, message signs, wildfire perimeters, road weather, NWS alerts and toll prices) and turns them into one live picture of the road. Every answer carries per-source timestamps, and a failing feed is flagged as stale rather than hidden.

ProductWhat it does
[Live map](https://commutescout.com/map)Incidents, closures, chain controls, wildfires, about 18,000 traffic cameras, message signs and toll prices, updated continuously.
[Trip planning](https://commutescout.com/map)Closure-aware routes, drive time for any departure, the best time to leave, and an assistant that answers from the live feeds.
[Watch areas](https://commutescout.com/watch)Push and email alerts when something appears inside a drawn area or along a commute.
[Mobile apps](https://commutescout.com/app)Turn-by-turn navigation for iOS and Android that announces what is ahead in your direction of travel.
[MCP server](https://commutescout.com/mcp)18 tools for Claude, ChatGPT, Cursor, VS Code and any MCP client. No key required.
[REST API](https://commutescout.com/developers)Every tool as a plain HTTP GET, with an OpenAPI document, one error envelope and published rate limits.
[Plugins](https://commutescout.com/plugins)Flare, an open protocol for adding third-party alerts to the map and the apps, with a marketplace.

Quick start

Connect an AI assistant

The hosted MCP server is public and works without a key:

https://mcp.commutescout.com/mcp

For example, in Claude Code:

claude mcp add --transport http --scope user commutescout https://mcp.commutescout.com/mcp

Setup for every other client is at [commutescout.com/mcp](https://commutescout.com/mcp#connect). Agents can read the same steps as plain text at commutescout.com/llms.txt.

Call the REST API
curl "https://mcp.commutescout.com/v1/tools/best_time_to_go?origin=Union%20Station%20Denver&destination=Red%20Rocks%20Amphitheatre&day=tomorrow"

Keys, limits, errors and the full parameter reference are at [commutescout.com/developers](https://commutescout.com/developers).

Documentation

TopicWhere
MCP setup and toolscommutescout.com/mcp · docs/mcp.md
REST API, keys and rate limitscommutescout.com/developers · OpenAPI
Data sources and state coveragecommutescout.com/data-sources · docs/state-coverage.md
Plugins and the Flare protocolcommutescout.com/plugins · docs/flare.md
Architecture, deployment and adding a feeddocs/
Answer qualityEVALS.md
Pricing, privacy and termsPricing · Privacy · Terms

Repository

PathContents
src/ca_roadsFeed layer: parsers, caches and normalization for every source
src/ca_roads_mcpMCP server, REST bridge and trip planning
src/ca_roads_demoWeb app, assistant, watch areas and map publishing
siteMarketing and documentation site (Next.js static export)
examples/flare-pluginReference Flare plugin
evalsRecorded fixtures, golden questions and the eval runner
testsFixture-based test suite; runs without network access

The mobile apps live in commutescout-app, and community plugins in commutescout-plugins.

Contributing

Contributions are welcome. Start with CONTRIBUTING.md, and see adding a data source to wire up a new feed. Report security issues privately as described in SECURITY.md.

License

MIT, including the map, the planner, the MCP server and every data parser.

CommuteScout is not affiliated with any government agency. Conditions change faster than any feed, so verify before you drive with 511 or your state DOT. What each third-party service sees is described in the privacy policy.

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