Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
What's flying above you: live aircraft, identity, routes, and your own sighting history.
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。
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。
选择你使用的 AI 应用,然后复制设置。
SKYGLANCE_HOME_LAT, SKYGLANCE_HOME_LON, SKYGLANCE_POLL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 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"skyglance": {
"command": "uvx",
"args": [
"skyglance"
],
"env": {
"SKYGLANCE_HOME_LAT": "your-value",
"SKYGLANCE_HOME_LON": "your-value",
"SKYGLANCE_POLL": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add skyglance --env SKYGLANCE_HOME_LAT=your-value --env SKYGLANCE_HOME_LON=your-value --env SKYGLANCE_POLL=your-value -- uvx skyglance运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"skyglance": {
"command": "uvx",
"args": [
"skyglance"
],
"env": {
"SKYGLANCE_HOME_LAT": "your-value",
"SKYGLANCE_HOME_LON": "your-value",
"SKYGLANCE_POLL": "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。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"skyglance": {
"type": "stdio",
"command": "uvx",
"args": [
"skyglance"
],
"env": {
"SKYGLANCE_HOME_LAT": "your-value",
"SKYGLANCE_HOME_LON": "your-value",
"SKYGLANCE_POLL": "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。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
SKYGLANCE_HOME_LAT envSKYGLANCE_HOME_LON envSKYGLANCE_POLL env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。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
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6日
注册名称已通过 GitHub 账户 darshjoshi 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
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。
它在 1 项适用的基础检查中通过了 1 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。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.2.1)于3个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv)。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Fomu MCP
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
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.
Kenya government form guides: checklists, draft letters, eCitizen, Huduma, timelines. Sample data.
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。
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只显示了开头部分;其余内容请在仓库中阅读