Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Trip planning and best time to leave, with live road data from 37 US states, traffic, weather.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
AuthorizationLos valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Esta dirección necesita una clave en un header de la solicitud, y el menú para agregar conectores no puede ponerla. Usa Claude Code, Cursor o VS Code.
Ejecuta esto en tu terminal
claude mcp add --transport http commutescout https://mcp.commutescout.com/mcp --header 'Authorization: your-value'Completa los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"commutescout": {
"url": "https://mcp.commutescout.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"commutescout": {
"type": "http",
"url": "https://mcp.commutescout.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Esta dirección necesita una clave en un header de la solicitud, y el menú para agregar conectores no puede ponerla. Usa Claude Code, Cursor o VS Code.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Authorization secreto HTTP headerEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Nombres y descripciones de las herramientas tal como los informó el servidor el 7 nov 2026. Los escribió el creador, no nosotros; los mostramos como texto sin formato.
check_routeCheck 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_regionFull 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_incidentsLive 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_closuresCaltrans 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_controlsCurrent 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_wildfiresActive 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_routesWhich 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_camerasLive 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_signsWhat 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_eventsLive 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_placesThe 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_placeLook 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_tripEverything 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_goWhen 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_weatherHourly 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_trafficLive 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_historyWhat 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_coverageWhich states and sources CommuteScout covers right now, with each feed's freshness. Check it when an answer is unexpectedly empty.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub nicglazkov, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Respondió en 199 ms (HTTP 200)
No hace falta iniciar sesión
Leímos 18 descripciones de herramientas y no encontramos instrucciones ocultas para la IA
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 3 de 3 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
Debes completar: Authorization
Se ejecuta en la nube del creador. Te conectas por internet sin instalar nada, pero lo que envías pasa por los servidores del creador.
El repo de GitHub cambió por última vez –, y la última versión (2.134.0) llegó al registro ayer.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. Se conecta por URL, así que también funcionan las apps que aceptan servidores MCP remotos, como ChatGPT en modo desarrollador.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, Kanal Varna — drains, leaks & plumbing (Varna, BG)
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
Drain unblocking, leak detection & plumbing in Varna, Bulgaria: services, prices, areas, contact
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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
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.
| Product | What 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. |
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.
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).
| Topic | Where |
|---|---|
| MCP setup and tools | commutescout.com/mcp · docs/mcp.md |
| REST API, keys and rate limits | commutescout.com/developers · OpenAPI |
| Data sources and state coverage | commutescout.com/data-sources · docs/state-coverage.md |
| Plugins and the Flare protocol | commutescout.com/plugins · docs/flare.md |
| Architecture, deployment and adding a feed | docs/ |
| Answer quality | EVALS.md |
| Pricing, privacy and terms | Pricing · Privacy · Terms |
| Path | Contents |
|---|---|
src/ca_roads | Feed layer: parsers, caches and normalization for every source |
src/ca_roads_mcp | MCP server, REST bridge and trip planning |
src/ca_roads_demo | Web app, assistant, watch areas and map publishing |
site | Marketing and documentation site (Next.js static export) |
examples/flare-plugin | Reference Flare plugin |
evals | Recorded fixtures, golden questions and the eval runner |
tests | Fixture-based test suite; runs without network access |
The mobile apps live in commutescout-app, and community plugins in commutescout-plugins.
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.
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.