Agro API MCP by usefulapi
Read satellite, NDVI, weather and soil data; create and delete fields in Agro API.
作者による説明(英語の原文)
Door-to-door travel MCP + CLI: flights, hotels, trains, cars, ferries. No API keys, Go binary.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
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_KEY「秘密」と表示された値は、あなたのアカウントの鍵です。絶対に人に教えたり、チャットに貼り付けたりしないでください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"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"
}
}
}
}ターミナルでこれを実行します
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-mcp動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"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"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"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"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
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 envこの設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月8日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント MikkoParkkola で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
入力が必要なもの: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
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(1.27.0)がレジストリに届いたのは28 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにDocker, Node.jsも必要です。
同じカテゴリには:Agro API MCP by usefulapi, FieldClimate MCP by usefulapi, Exely MCP by usefulapi
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
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.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
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
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