Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
What's flying above you: live aircraft, identity, routes, and your own sighting history.
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。
SKYGLANCE_HOME_LAT, SKYGLANCE_HOME_LON, SKYGLANCE_POLL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": {
"skyglance": {
"command": "uvx",
"args": [
"skyglance"
],
"env": {
"SKYGLANCE_HOME_LAT": "your-value",
"SKYGLANCE_HOME_LON": "your-value",
"SKYGLANCE_POLL": "your-value"
}
}
}
}ターミナルでこれを実行します
claude mcp add skyglance --env SKYGLANCE_HOME_LAT=your-value --env SKYGLANCE_HOME_LON=your-value --env SKYGLANCE_POLL=your-value -- uvx skyglance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": {
"skyglance": {
"command": "uvx",
"args": [
"skyglance"
],
"env": {
"SKYGLANCE_HOME_LAT": "your-value",
"SKYGLANCE_HOME_LON": "your-value",
"SKYGLANCE_POLL": "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": {
"skyglance": {
"type": "stdio",
"command": "uvx",
"args": [
"skyglance"
],
"env": {
"SKYGLANCE_HOME_LAT": "your-value",
"SKYGLANCE_HOME_LON": "your-value",
"SKYGLANCE_POLL": "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。
SKYGLANCE_HOME_LAT envSKYGLANCE_HOME_LON envSKYGLANCE_POLL 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6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 darshjoshi 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。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
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(0.2.1)がレジストリに届いたのは3 か月前です。
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Python (uv)も必要です。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, Zoo MCP
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
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.
An MCP server that provides access to the Zoo API for various CAD operations and tools.
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。
SkyGlance
Ask Claude what's flying above you.
Live positions, real aircraft identities, routes, photographs — and a memory of everything that's passed over.
claude mcp add skyglance -- uvx --from skyglance skyglance
Then ask Claude: *"What's flying over me right now?"*
Needs uv. Its installation guide covers every platform. No API keys — every data source here is free.
Set your location so you can stop repeating it, and so SkyGlance can build a sighting history:
claude mcp add skyglance \
-e SKYGLANCE_HOME_LAT=40.71 -e SKYGLANCE_HOME_LON=-74.01 \ -- uvx --from skyglance skyglance
Ships the server together with the sky skill, which teaches Claude how to read elevation angles and how to talk about aircraft to someone who has never spotted one.
/plugin marketplace add darshjoshi/skyglance-mcp
/plugin install skyglance@skyglance
The repository root is also a plugin, SkyGlance Spotter (skyglance-spotter), built for Anthropic's Claude plugin directory. It runs the same server from this repository's source and differs in four ways:
military_aircraft and privacy_blocked_aircraft aren't included, and search_aircraft has no military filter. Those features exist to follow aircraft whose operators or owners would rather not be followed.uv builds on first start sits in the plugin folder and is rebuilt after each update./plugin marketplace add darshjoshi/skyglance-mcp
/plugin install skyglance-spotter@skyglance
It needs uv. On first start, uv run --locked installs the exact dependency versions in uv.lock (the MCP SDK, httpx and their dependencies) from PyPI, which takes a few seconds. SkyGlance Spotter works in Claude Code and Cowork. It runs locally, so it isn't available in claude.ai chat.
"What's flying over me right now?" → ranked by what you'd actually notice
"What's about to pass overhead?" → but only 90 seconds ahead, honestly "What is that plane?" → type, operator, route, photograph "Where is flight UAL123?" → anywhere in the world "Any A380s airborne?" → 44 of them, right now "Any military aircraft near me?" → and any emergencies, worldwide "Have I ever seen this plane before?" → your own history says "What's the closest one ever?" → your personal records "Can I even see anything tonight?" → cloud, visibility, daylight
"Over you" is an angle, not a distance. A radius filter returns an airliner at 38,000 ft that is 19 km away — sitting 32° above the horizon, a speck near the treeline — and gives it the same weight as a helicopter at 800 ft, at 0.7°, invisible behind buildings. SkyGlance computes the elevation angle, the compass bearing to look, and the slant range, so an answer tells you *where to point your face*.
It won't predict further than it can. Straight-line extrapolation from track and ground speed is accurate to about 0.11 km at 30 seconds. At four minutes the median miss is 6 km and 77% of aircraft are more than 2 km off, because aircraft on approach turn constantly. So countdowns stop at 90 seconds and anything beyond is reported as "inbound" with no number attached.
It knows when it can't see. Free ADS-B coverage comes from volunteers with receivers on their roofs. Dense Europe, US and East Asia get 90–95% of what a commercial feed shows. Oceans, Africa and central Asia get near zero. When results are thin, SkyGlance says so rather than implying an empty sky.
Your coordinates are rounded before they leave. Feed queries are coarsened to two decimal places (~1.1 km) so no volunteer feed operator gets a rooftop-accurate log of where you are and when you're awake. Bearing and elevation are still computed locally from your exact position, so what you're told to look at stays precise. There's a test that fails if an uncoarsened coordinate ever reaches a feed.
| Group | Tools |
|---|---|
| Overhead | whats_overhead · coming_overhead · nearest_aircraft |
| Identify | identify_aircraft · track_flight · track_history · airline_info |
| Airports | airport_activity · busiest_airports |
| Search the world | fleet_view · search_aircraft · global_stats |
| Spotting | military_aircraft · emergencies · find_by_type · interesting_nearby · privacy_blocked_aircraft |
| Context | viewing_conditions · feed_health |
| Your history | sighting_history · is_this_new · my_records · spotting_stats · poller_status |
SkyGlance is a question-answering tool, not a map, so the comparison is about *what you can find out* rather than what you can look at.
| SkyGlance | FR24 | |
|---|---|---|
| Live positions, type, registration, operator, photos | ✅ | Free |
| Squawk, vertical speed, aircraft age | ✅ | Silver |
| Filters by airline, type, altitude, speed | ✅ | Silver |
| Fleet view — every flight one airline has up | ✅ | Business |
| Airport activity, busiest airports | ✅ observed | Business |
| Flight path history | ✅ ~24 h | 90 days – 3 years |
| Global stats | ✅ | — |
| Schedules, delays, gates, ETAs vs timetable | ❌ | Free |
| Ocean coverage (satellite ADS-B), MLAT, radar | ❌ | All tiers |
| Aeronautical charts, oceanic tracks, ATC boundaries | ❌ | Gold |
The honest summary: for spotting and identification — *what's above me, what is that, where has it been, how many 747s are up* — SkyGlance covers what FR24 charges Silver and Business for, at $0. For travel logistics — *is my flight delayed, what gate* — it cannot compete, because that's licensed schedule data rather than ADS-B. And FR24's satellite network sees oceanic traffic that volunteer receivers simply cannot hear.
So: a strong replacement for the enthusiast half, not for the passenger half.
Free ADS-B carries positions, not schedules. So there are no delays, no ETAs against a timetable, no gates or terminals, and no way to search "flights from JFK to London today" — route lookup only runs the other way, from a callsign you already have. track_history is a rolling ~24-hour window, not an archive.
These aren't on a roadmap. They're a different data product (Cirium, OAG, FlightAware), and buying one would end the no-API-keys story. The tools refuse these questions explicitly rather than estimating, and the bundled skill tells Claude to do the same.
With SKYGLANCE_HOME_LAT/LON set, SkyGlance polls your sky once a minute in the background and records every pass. That's what makes the questions no live feed can answer possible: *have I seen this tail before, is this type new here, what's the lowest anything has ever come over.*
~/.skyglance/sky.db. Nothing is uploaded anywhere.SKYGLANCE_POLL=0.poller_status tells you the interval.| Variable | Default | Purpose |
|---|---|---|
SKYGLANCE_HOME_LAT / SKYGLANCE_HOME_LON | unset | Your location. Enables history recording. |
SKYGLANCE_POLL | 1 | Background recording. 1/true/yes/on enable it; anything else disables it. |
SKYGLANCE_POLL_INTERVAL | 60 | Seconds between polls (minimum 30). |
SKYGLANCE_HOME_DIR | ~/.skyglance | Where the database and lock live. |
SKYGLANCE_EDITION | unset | directory gives the SkyGlance Spotter behaviour described above. The plugin sets it. |
Seven free services, no API keys, $0/month. Full terms in NOTICE.md.
| Layer | Services |
|---|---|
| Positions | adsb.lol · adsb.fi |
| Identity | adsbdb.com → hexdb.io fallback |
| Photos | planespotters.net |
| Conditions | Open-Meteo |
Both position feeds are queried in parallel and merged, not failed over. Measured over Newark on 2026-08-02, when a third feed (airplanes.live) was still in the mix: 52 aircraft from the best single source, 61 from the union — 17% more. Merging buys coverage as well as redundancy. airplanes.live has since closed its API to anyone who hasn't contacted them first, so SkyGlance no longer queries it.
Each source sits behind a circuit breaker (three strikes, 30-second cooldown). These are volunteers paying for their own bandwidth, with no SLA and no obligation to anyone. If both fail, the last good snapshot is served flagged stale rather than an error — a 40-second-old aircraft beats a spinner.
Not suitable for anything operational. Dispatch, safety, ATC-adjacent — buy a commercial feed. The upstream terms say the same.
SkyGlance only makes outbound requests to fetch public aviation data. It sends each service only what the lookup needs: a location rounded to two decimal places (about 1.1 km), or an aircraft identifier, airline code or airport code. It never sends your conversation, files or any account details, and it uses no API keys.
| Host | Why |
|---|---|
api.adsb.lol, globe.adsb.lol (and adsb.lol) | Live positions near a location, worldwide lookups by type, callsign or registration, and ~24-hour flight paths |
opendata.adsb.fi | Live positions near a location, merged with adsb.lol |
api.adsbdb.com | Aircraft identity and flight routes |
hexdb.io | Aircraft identity, when adsbdb has no record |
api.planespotters.net | Aircraft photographs, with photographer credit |
api.open-meteo.com | Cloud, visibility and daylight for viewing conditions |
pypi.org, files.pythonhosted.org | Plugin only: uv installs the locked dependencies on first start |
github.com | Plugin only, and only if no Python 3.10+ is installed: uv downloads a standalone Python |
Each service has its own terms. NOTICE.md lists them and explains how SkyGlance meets them.
Two development-only files in this repository also make network requests. Neither the server nor the plugin ever runs them:
tools/build_airports.py downloads the public-domain OurAirports CSV from davidmegginson.github.io冒頭だけを表示しています。続きはリポジトリで読めます