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)
Which cellular IoT modules work on which networks: 465 networks, 172 countries, device verdicts
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。
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 …”。
适用于网页版、桌面版和手机版 Claude:
https://www.aiotrf.com/mcp在终端中运行这条命令
claude mcp add --transport http band-atlas https://www.aiotrf.com/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"band-atlas": {
"url": "https://www.aiotrf.com/mcp"
}
}
}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": {
"band-atlas": {
"type": "http",
"url": "https://www.aiotrf.com/mcp"
}
}
}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。
ChatGPT 只能连接互联网上的服务器:
https://www.aiotrf.com/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
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。
工具名称和描述与服务器在 2026年11月7日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
list_coverageList every country (ISO code, name, number of networks) and every module or device (id, name, kind) Band Atlas covers. Call this first if you are unsure of a country code or a device id.
get_country_networksMobile networks of one country: their 4G/LTE and 5G/NR bands (each marked cross-checked by two independent sources or single-source), core bands, and the state of 2G, 3G, 5G SA, RedCap, LTE-M and NB-IoT, with switch-off dates.
check_deviceVerdict (good, limited or no) for a known module or device on every network of a country, with the LTE and NR bands it lacks. Use list_coverage for device ids, or check_bands for a device that is not listed.
check_bandsPaste the LTE (and optionally 5G NR) bands of any cellular module or device and get a verdict on every network of one or more countries, with the bands it lacks, using the same rules as Band Atlas: bands cross-checked by two sources are scored, coverage bands under 1 GHz weigh do
find_devicesRank the modules and devices in Band Atlas by how many networks of the given countries rate them good, and say which device works well on every network of each country. Useful to pick the fewest SKUs for a multi-country deployment.
project_reportOne report for a device across several target countries: where it works as is, where it needs attention (with the indoor-coverage risk when a network's own coverage band is missing) and where it does not work, plus a link to the full report on the website (PDF, share link, ask an
iot_readinessThe Band Atlas IoT connectivity readiness index (beta, 0-100) for the given countries, or the top 20 when none are given: coverage (share of networks with a sub-1 GHz 4G band, 30%), LTE-M and NB-IoT confirmed on at least one network (30%), 5G and RedCap (20%), device fit (20%), w
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9日
注册名称已通过 GitHub 账户 365724-ctrl 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
在 601 毫秒内响应(HTTP 200)
无需登录
已读取 7 个工具描述,未发现针对 AI 的隐藏指令
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 3 项适用的基础检查中通过了 3 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。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.2.0)于21天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Toggl 2.0
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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.
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。
Which cellular IoT modules and devices work on which networks, country by country — 4G/5G bands of 465 networks in 172 countries, 2G/3G switch-offs, LTE-M / NB-IoT / 5G RedCap availability, eSIM by network, an IoT readiness index for every country, and network-by-network verdicts for 39 modules, DTUs, industrial routers, vehicle trackers and dongles.
| File | Contents | Rows |
|---|---|---|
atlas.json | Everything in one JSON file | — |
bands.csv | 4G/5G band reference | 148 |
iot_networks.csv | LTE-M and NB-IoT networks | 208 |
model_verdicts.csv | Every module and device rated on every network, with the bands it lacks | 18135 |
models.csv | Modules and IoT devices (DTUs, routers, trackers): bands and sources | 39 |
network_bands.csv | The 4G/5G bands each network uses | 1732 |
networks.csv | Networks: market, operator, technologies and switch-off status | 465 |
pulse.csv | Network pulse: industry indicators over time, with sources | 48 |
redcap_networks.csv | 5G RedCap launches, deployments and trials | 27 |
sources.csv | Sources and evidence grades (A official / B industry / C distributors and media) | 476 |
sunset.csv | 2G, 3G and NB-IoT switch-off events | 77 |
readiness.json / readiness.csv | Global IoT readiness index: score, rank and the four parts (coverage, LTE-M/NB-IoT, 5G and RedCap, device fit) per country | 172 |
quality.json | The data-quality checks run before every update, and the cross-verification shares | — |
esim.json | Consumer eSIM availability by network | — |
A device is rated good on a network when it supports the bands that carry the network's service, limited when it lacks some of them (typically a coverage band), and no when it cannot attach. missing_bands lists what is lacking. Receive-only bands (for example LTE B29 and B32) are not counted as bands that can carry a connection alone. Third-party bands come from each maker's datasheets, wiki or product pages; listing a product is not an endorsement.
The same data answers through an MCP server (7 tools: band check, country, operator, project report, IoT readiness and more) and a public JSON API with an OpenAPI description. See https://www.aiotrf.com/en/ai/band-atlas/developers/.
Use the "Cite this repository" button (from CITATION.cff), or:
Hyper Nexus (2026). *Band Atlas: cellular IoT bands, networks and device verdicts* [data set]. https://www.aiotrf.com/ai/band-atlas/ — CC BY 4.0
CC BY 4.0 — free to use, share and adapt, including commercially, as long as you give credit:
Band Atlas · Hyper Nexus (https://www.aiotrf.com/ai/band-atlas/), CC BY 4.0
Found something out of date? Open an issue with a link to the operator's or maker's announcement, or use the correction button on any page of the live tool. Networks are re-checked every quarter.
哪些蜂窝物联网模组与设备,能在哪个国家的哪张网络上使用:172 个国家 465 张网络的 4G/5G 频段、2G/3G 退网时间、LTE-M / NB-IoT / 5G RedCap 状态,以及 39 款模组、DTU、工业路由器、车载定位器与数据卡的逐网评级。每一项数据都附来源与证据等级;数据核对日期 2026-10-06,每天自动同步。另有 172 个国家的物联网联接就绪指数和各网络的 eSIM 开通情况。
| 文件 | 内容 | 行数 |
|---|---|---|
atlas.json | 全部数据(JSON) | — |
bands.csv | 4G/5G 频段参数 | 148 |
iot_networks.csv | LTE-M 与 NB-IoT 网络 | 208 |
model_verdicts.csv | 每款模组与设备在每张网络上的评级与缺少的频段 | 18135 |
models.csv | 模组与物联网设备(DTU、路由器、定位器):频段与来源 | 39 |
network_bands.csv | 每张网络在用的 4G/5G 频段 | 1732 |
networks.csv | 网络清单(国家、运营商、技术与退网状态) | 465 |
pulse.csv | 网络脉搏:行业指标的历史数据与来源 | 48 |
redcap_networks.csv | 5G RedCap 商用、部署与试验 | 27 |
sources.csv | 来源清单与证据等级(A 官方 / B 行业 / C 经销商与媒体) | 476 |
sunset.csv | 2G、3G 与 NB-IoT 退网事件 | 77 |
readiness.json / readiness.csv | 全球物联网联接就绪指数:每个国家的分数、排名与四个分项(覆盖、LTE-M/NB-IoT、5G 与 RedCap、设备适配) | 172 |
quality.json | 每次更新前运行的数据校验与交叉印证比例 | — |
esim.json | 各网络的手机 eSIM 开通情况 | — |
授权:CC BY 4.0,可自由使用、分享和修改(包括商业用途),注明出处即可:
全球频段通 · 超级联接(https://www.aiotrf.com/ai/band-atlas/),CC BY 4.0