Agro API MCP by usefulapi
Read satellite, NDVI, weather and soil data; create and delete fields in Agro API.
Descripción del creador (original en inglés)
Door-to-door travel MCP + CLI: flights, hotels, trains, cars, ferries. No API keys, Go binary.
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.
TRVL_MCP_TOKEN, TRVL_MCP_READ_TOKEN, TRVL_MCP_WRITE_TOKEN, TRVL_MCP_OAUTH_INTROSPECTION_URL, TRVL_MCP_OAUTH_CLIENT_ID, TRVL_MCP_OAUTH_CLIENT_SECRET, TRVL_MCP_OAUTH_AUDIENCE, TRVL_MCP_TOOL_MODE, TRVL_MCP_TOOL_TIMEOUT, AFKLM_KEY, AFKLM_OP_REF, AFKLM_KEYCHAIN_SERVICE, AFKL_KLM_COOKIES, SERPAPI_KEY, TRAVELPAYOUTS_TOKEN, TRANSAVIA_API_KEY, TICKETMASTER_API_KEY, FOURSQUARE_API_KEY, OPENTRIPMAP_API_KEY, GEOAPIFY_API_KEY, DISTRIBUSION_API_KEY, SKYSCANNER_API_KEYLos 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 …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"trvl": {
"command": "npx",
"args": [
"-y",
"trvl-mcp"
],
"env": {
"TRVL_MCP_TOKEN": "your-value",
"TRVL_MCP_READ_TOKEN": "your-value",
"TRVL_MCP_WRITE_TOKEN": "your-value",
"TRVL_MCP_OAUTH_INTROSPECTION_URL": "your-value",
"TRVL_MCP_OAUTH_CLIENT_ID": "your-value",
"TRVL_MCP_OAUTH_CLIENT_SECRET": "your-value",
"TRVL_MCP_OAUTH_AUDIENCE": "your-value",
"TRVL_MCP_TOOL_MODE": "your-value",
"TRVL_MCP_TOOL_TIMEOUT": "your-value",
"AFKLM_KEY": "your-value",
"AFKLM_OP_REF": "your-value",
"AFKLM_KEYCHAIN_SERVICE": "your-value",
"AFKL_KLM_COOKIES": "your-value",
"SERPAPI_KEY": "your-value",
"TRAVELPAYOUTS_TOKEN": "your-value",
"TRANSAVIA_API_KEY": "your-value",
"TICKETMASTER_API_KEY": "your-value",
"FOURSQUARE_API_KEY": "your-value",
"OPENTRIPMAP_API_KEY": "your-value",
"GEOAPIFY_API_KEY": "your-value",
"DISTRIBUSION_API_KEY": "your-value",
"SKYSCANNER_API_KEY": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add trvl --env TRVL_MCP_TOKEN=your-value --env TRVL_MCP_READ_TOKEN=your-value --env TRVL_MCP_WRITE_TOKEN=your-value --env TRVL_MCP_OAUTH_INTROSPECTION_URL=your-value --env TRVL_MCP_OAUTH_CLIENT_ID=your-value --env TRVL_MCP_OAUTH_CLIENT_SECRET=your-value --env TRVL_MCP_OAUTH_AUDIENCE=your-value --env TRVL_MCP_TOOL_MODE=your-value --env TRVL_MCP_TOOL_TIMEOUT=your-value --env AFKLM_KEY=your-value --env AFKLM_OP_REF=your-value --env AFKLM_KEYCHAIN_SERVICE=your-value --env AFKL_KLM_COOKIES=your-value --env SERPAPI_KEY=your-value --env TRAVELPAYOUTS_TOKEN=your-value --env TRANSAVIA_API_KEY=your-value --env TICKETMASTER_API_KEY=your-value --env FOURSQUARE_API_KEY=your-value --env OPENTRIPMAP_API_KEY=your-value --env GEOAPIFY_API_KEY=your-value --env DISTRIBUSION_API_KEY=your-value --env SKYSCANNER_API_KEY=your-value -- npx -y trvl-mcpCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"trvl": {
"command": "npx",
"args": [
"-y",
"trvl-mcp"
],
"env": {
"TRVL_MCP_TOKEN": "your-value",
"TRVL_MCP_READ_TOKEN": "your-value",
"TRVL_MCP_WRITE_TOKEN": "your-value",
"TRVL_MCP_OAUTH_INTROSPECTION_URL": "your-value",
"TRVL_MCP_OAUTH_CLIENT_ID": "your-value",
"TRVL_MCP_OAUTH_CLIENT_SECRET": "your-value",
"TRVL_MCP_OAUTH_AUDIENCE": "your-value",
"TRVL_MCP_TOOL_MODE": "your-value",
"TRVL_MCP_TOOL_TIMEOUT": "your-value",
"AFKLM_KEY": "your-value",
"AFKLM_OP_REF": "your-value",
"AFKLM_KEYCHAIN_SERVICE": "your-value",
"AFKL_KLM_COOKIES": "your-value",
"SERPAPI_KEY": "your-value",
"TRAVELPAYOUTS_TOKEN": "your-value",
"TRANSAVIA_API_KEY": "your-value",
"TICKETMASTER_API_KEY": "your-value",
"FOURSQUARE_API_KEY": "your-value",
"OPENTRIPMAP_API_KEY": "your-value",
"GEOAPIFY_API_KEY": "your-value",
"DISTRIBUSION_API_KEY": "your-value",
"SKYSCANNER_API_KEY": "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": {
"trvl": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"trvl-mcp"
],
"env": {
"TRVL_MCP_TOKEN": "your-value",
"TRVL_MCP_READ_TOKEN": "your-value",
"TRVL_MCP_WRITE_TOKEN": "your-value",
"TRVL_MCP_OAUTH_INTROSPECTION_URL": "your-value",
"TRVL_MCP_OAUTH_CLIENT_ID": "your-value",
"TRVL_MCP_OAUTH_CLIENT_SECRET": "your-value",
"TRVL_MCP_OAUTH_AUDIENCE": "your-value",
"TRVL_MCP_TOOL_MODE": "your-value",
"TRVL_MCP_TOOL_TIMEOUT": "your-value",
"AFKLM_KEY": "your-value",
"AFKLM_OP_REF": "your-value",
"AFKLM_KEYCHAIN_SERVICE": "your-value",
"AFKL_KLM_COOKIES": "your-value",
"SERPAPI_KEY": "your-value",
"TRAVELPAYOUTS_TOKEN": "your-value",
"TRANSAVIA_API_KEY": "your-value",
"TICKETMASTER_API_KEY": "your-value",
"FOURSQUARE_API_KEY": "your-value",
"OPENTRIPMAP_API_KEY": "your-value",
"GEOAPIFY_API_KEY": "your-value",
"DISTRIBUSION_API_KEY": "your-value",
"SKYSCANNER_API_KEY": "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.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
TRVL_MCP_OAUTH_INTROSPECTION_URL envTRVL_MCP_OAUTH_CLIENT_ID envTRVL_MCP_OAUTH_AUDIENCE envTRVL_MCP_TOOL_MODE envTRVL_MCP_TOOL_TIMEOUT envAFKLM_OP_REF envAFKLM_KEYCHAIN_SERVICE envEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 8 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub MikkoParkkola, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
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 1 de 1 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: TRVL_MCP_TOKEN, TRVL_MCP_READ_TOKEN, TRVL_MCP_WRITE_TOKEN, TRVL_MCP_OAUTH_CLIENT_SECRET, AFKLM_KEY, AFKL_KLM_COOKIES, SERPAPI_KEY, TRAVELPAYOUTS_TOKEN, TRANSAVIA_API_KEY, TICKETMASTER_API_KEY, FOURSQUARE_API_KEY, OPENTRIPMAP_API_KEY, GEOAPIFY_API_KEY, DISTRIBUSION_API_KEY, SKYSCANNER_API_KEY
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (1.27.0) llegó al registro hace 28 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Docker, Node.js en tu computadora.
En la misma categoría: Agro API MCP by usefulapi, FieldClimate MCP by usefulapi, Exely MCP by usefulapi
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
Read satellite, NDVI, weather and soil data; create and delete fields in Agro API.
Read weather station data, sensors, farms, fields and crop zones in FieldClimate.
Read hotel bookings, rooms, cancellation rules and daily occupancy in Exely.
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.
Ask your AI assistant to plan a real trip, and it actually can. trvl gives Claude, Cursor, Windsurf, Codex, or any MCP-compatible client one smart tool — the travel router — with live access to flights, hotels, rental cars, trains, buses, ferries, price alerts, award sweet spots, weather, and destination intel. Free for noncommercial use, no personal API keys for default search, no signup. One binary.
You: I have €300 and a free weekend. Surprise me.
Illustrative response shape (prices are examples): Dubrovnik, Croatia 🇭🇷 — ✈️ Ryanair HEL→DBV €167 RT · 🏨 Old Town Studios 4.6★ €84 · 🌡️ 26°C, sunny.
📊 Naive €350 → optimized €251 → saved €99 (28%) by flying Friday and splitting airlines.
▶ Try it live, no install: socialistic.ai/trvl-travel-mcp (community-hosted).
trvl is a single binary that runs on your machine. Your AI client talks to it over MCP; it queries flight, hotel, transport, weather, and places sources, then merges, de-duplicates and optimizes the results before handing back one answer. Most sources are free public endpoints, so there is nothing to sign up for. The ones behind bot protection may reuse the browser session you already have, which is the one thing worth reading about before you install: see What trvl reads, and what it keeps.
trvl speaks the two latest MCP revisions: 2026-07-28 and 2025-11-25. An initialize with no _meta is answered as 2025-11-25, whether the handshake names 2025-11-25 or 2026-07-28, and that answer includes ping and resources/subscribe. _meta of 2026-07-28 on an initialize selects the 2026 shape. A client that sends 2026-07-28 in _meta["io.modelcontextprotocol/protocolVersion"] on each request gets server/discover, resultType, cache hints on the list and read endpoints, and subscriptions/listen instead of resource subscribe. Any other _meta protocol version returns JSON-RPC -32022 with data.supported and data.requested. On HTTP the MCP-Protocol-Version header has to match that field; a 2026 header alone is -32020. A 2026 request must also send Mcp-Method (and Mcp-Name for tools/call, resources/read, and prompts/get).
https://telemetry.revaluator.ai/v1/heartbeat, and you can switch that off. TRVL_TELEMETRY_ENDPOINT replaces that URL. Both are spelled out below.Full head-to-head against Google Flights, KAYAK, Skyscanner, Kiwi, and other travel MCPs: docs/COMPARISON.md.
| Area | Highlights | Reference |
|---|---|---|
| MCP tools | 1 smart travel router — a natural-language tool that advertises a single tool (~378 tokens) instead of a full per-domain list (~33,500 tokens): ~98.9% smaller tools/list footprint. Older clients that call legacy tool names still work (66 legacy-compatible capabilities). | MCP-TOOLS-REFERENCE.md |
| Flights | Google Flights + Kiwi + Skiplagged merged; LCC fares, AFKLM award scan, round-trip (both legs) | PROVIDERS.md |
| Ground | 22 train/bus/ferry providers across Europe, API-first | PROVIDERS.md |
| Hotels | 6 sources, discovery → verification trust model | PROVIDERS.md |
| Travel hacks | 36 parallel detectors (hidden-city, positioning, stopover, multimodal, error-fare…) | PROVIDERS.md |
| CLI | Standalone tool, 57 commands, table/JSON output | CLI.md |
| Profile | Learns home airports, FF status, luggage, preferences from your booking history | traveller-workspace.md |
Yes if you already plan trips with an AI assistant and want it to search real flights, hotels, trains, buses, ferries, and transfers instead of guessing — or if you're building an app that needs travel intent without a paid travel API.
Probably not if you just want to book on a website (use Google Flights), or you want a hosted product with an account and dashboard. trvl is a tool you run, not a service you log into.
Full positioning: docs/POSITIONING.md.
Let your AI do it — paste into Claude Code, Cursor, Windsurf, or Codex:
Read https://raw.githubusercontent.com/MikkoParkkola/trvl/main/AGENTS.md and set up trvl
It installs the binary, wires the MCP server, installs the skill, and verifies everything. Under a minute.
Or by hand:
brew install MikkoParkkola/tap/trvl # install
trvl mcp install # auto-detects your AI client
Restart your client. trvl mcp install --client targets a specific one (10 supported: Claude Desktop/Code, Cursor, Windsurf, Codex, VS Code, Zed, Gemini, Amazon Q, LM Studio).
More ways to install (Go, Docker, raw binary, manual config)
# Direct binary (no Homebrew)
TRVL_VERSION="$(curl -fsSLI -o /dev/null -w '%{url_effective}' https://github.com/MikkoParkkola/trvl/releases/latest | sed 's#.*/v##')" curl -fsSL "https://github.com/MikkoParkkola/trvl/releases/download/v${TRVL_VERSION}/trvl_${TRVL_VERSION}_$(uname -s | tr '[:upper:]' '[:lower:]')_$(uname -m | sed 's/x86_64/amd64/;s/aarch64/arm64/').tar.gz" | tar xz -C /usr/local/bin trvl
go install github.com/MikkoParkkola/trvl/cmd/trvl@latest
docker run --rm ghcr.io/mikkoparkkola/trvl flights HEL NRT 2027-06-15
git clone https://github.com/MikkoParkkola/trvl.git && cd trvl && make build
claude mcp add trvl --transport stdio -- trvl mcp
Paste any of these to your assistant once trvl is wired:
Find the cheapest realistic trip from Helsinki for the long weekend of July 1–5, nonstop, hotel near the center.
Compare award sweet spots HEL→LHR business on Aug 15 with 80k Amex MR + 20k Virgin points. Create a mistake-fare watch for HEL→BCN, July 1–8, and alert me below €90.
More starter prompts and what good answers look like: docs/DEMO.md.
An AI agent acts on trvl's output without a human checking every result, so the bar is correctness, not just coverage.
AKAMAI_BLOCK, RATE_LIMITED, BOOKING_COOKIES_MISSING) with a fix hint, instead of a fake "nothing found." Estimated values are labelled; currency-mismatched totals are skipped, not faked.trvl status (or the local /dashboard in HTTP mode) shows per-provider success rate, latency, freshness, and circuit-breaker state.On hotel prices specifically. Hotel metasearch exposes list-level rates first; some are real, some only firm up after the property detail page reveals the room/tax/cancellation matrix. So trvl separates discovery (search_hotels — fast, lead-in prices) from decisions (search_accommodations — verifies room-level offers before ranking) and drill-down (search_hotels_with_details, hotel_rooms). It provides booking links for manual handoff but never books, holds, or guarantees a rate. Detail: docs/PROVIDERS.md.
Two things happen without you asking for them. Neither is obvious, so both are stated here rather than left to a linked page.
It reads your browser's cookies, automatically. Hotel and rail sites put bot protection in front of their search APIs, and trvl gets past it by reusing the browser session you already have — that is why searches work with no API key. The reads start when trvl launches, before any search. No flag turns them on. On macOS, browser cookie stores are encrypted, so reading them means Keychain access and you should expect a Keychain prompt. What is read is your own session cookies for the site being searched, and they go into the request t
Solo se muestra el principio; lee el resto en el repo