GitHub Hot Board

Name: GitHub Hot Board
Author: JKWY01

by JKWY01version 2.1.0i★ –iRuns in the cloud

Registry nameio.github.JKWY01/github-hot-board

Install

Overview

Description from the maker (original English)

GitHub hot-repo leaderboards: snapshots, movers, rank history. Read-only JSON, hourly batches.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs in the cloud
Transport: Streamable HTTP
Category: Developer tools

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://git.vaiox.xyz/api/mcp

Run this in your terminal

claude mcp add --transport http github-hot-board https://git.vaiox.xyz/api/mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "github-hot-board": {
      "url": "https://git.vaiox.xyz/api/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "github-hot-board": {
      "type": "http",
      "url": "https://git.vaiox.xyz/api/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://git.vaiox.xyz/api/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account JKWY01, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Developer toolsi

More stars than 0% of the other 1394 servers in this category
Published to the registry more recently than 76% of the other 1394 servers in this category
Basic checks equal to or better than 100% of the other 1394 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is GitHub Hot Board safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (2.1.0) reached the registry 13 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: GitHub, Desktop Commander, Cloudflare MCP

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

GitHub

by github

GitHub’s official server lets AI read and manage code, issues and pull requests in your account. Use GitHub’s hosted version or run it locally with Docker.

Computer or cloud★ 34,245MITUpdated 3 days ago

Install

Desktop Commander

by wonderwhy-er

MCP server for terminal commands, file operations, and process management

Runs on your computer★ 10,225MITUpdated 16 days ago

Install

Cloudflare MCP

by cloudflare

Cloudflare MCP servers

Runs in the cloud★ 4,446Apache-2.0Updated 14 months ago

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

GitHub 火线榜 · GitHub Hot Board

English

GitHub 排行榜 · 趋势榜 · 飙升榜(周榜 / 月榜 / 总榜 / 黑马 / 里程碑),中英文双语界面,每 6 小时自动更新:https://git.vaiox.xyz

十个视角的 GitHub 开源热榜。数据只有公开数据一种来源,口径贴在每一页上,中英文双语,站点刷新每 60 秒一次。

本周飙升 Top 10 · 打开完整榜单 →

#	项目	累计 Star	本周新增 Star
1	morluto/rea	407.6k	34.5k
2	debpalash/VoiceStudio	94.2k	11.0k
3	cloudflare/security-audit-skill	52.7k	10.7k
4	Gathin23/cleanyourtv	37.6k	9.8k
5	pbakaus/impeccable	95.2k	9.7k
6	deepseek-ai/deepseek-harness	265.8k	6.3k
7	stablyai/orca	110.1k	6.3k
8	Zagitta/gpu-unlock	8.5k	5.6k
9	affaan-m/ECC	292.7k	5.4k
10	DietrichGebert/ponytail	180.1k	5.3k

本月飙升 Top 10 · 打开完整榜单 →

#	项目	累计 Star	本月新增 Star
1	morluto/rea	407.6k	41.7k
2	Gathin23/cleanyourtv	37.6k	13.7k
3	cloudflare/security-audit-skill	52.7k	13.4k
4	debpalash/VoiceStudio	94.2k	12.5k
5	pbakaus/impeccable	95.2k	10.2k
6	peach-mitao/peach	12.0k	9.8k
7	deepseek-ai/deepseek-harness	265.8k	7.6k
8	Ebony-Vinyl/dsh-our-free-model	44.2k	7.5k
9	stablyai/orca	110.1k	7.4k
10	DietrichGebert/ponytail	180.1k	6.8k

累计 Star Top 10 · 打开完整榜单 →

#	项目	累计 Star	新增
1	codecrafters-io/build-your-own-x	557.4k	—
2	sindresorhus/awesome	526.8k	—
3	public-apis/public-apis	493.3k	—
4	freeCodeCamp/freeCodeCamp	458.2k	—
5	morluto/rea	407.6k	—
6	EbookFoundation/free-programming-books	400.5k	—
7	openclaw/openclaw	393.4k	—
8	donnemartin/system-design-primer	376.1k	—
9	nilbuild/developer-roadmap	370.7k	—
10	jwasham/coding-interview-university	363.5k	—

先说三件不掺假的事:

不伪造数据。榜单页面写的是哪种口径,数出来就是哪种口径;口径失效时页面明示,不悄悄换数。
不碰付费数据。只用 GitHub Search API 和官方 trending 页,不需要任何特殊权限。
不装没有的历史。往日榜从 2026-10-18 起积累,之前的日期不提供。

十个榜

#	榜单	来源	口径
1	总榜 · 史上最强	Search API	累计 Star 降序(排除 fork)
2	周榜 · 本周点火	本站快照自算 + 官方 Trending 周页互证	近 7 天真实星增量降序(自有 6 小时快照差);与官方页重叠者标"官方同款",官方有而本站缺的列"新面孔"
3	月榜 · 本月风潮	本站快照自算 + 官方 Trending 月页互证	同上,月窗口
4	年度新星榜	Search API	今年创建,按累计 Star 排
5	潜力榜 · 本周真涨	本站快照自算	近 7 天真实星增 Top 300(不论新旧),行内附增速百分比;星速层不可用时退旧日均口径并标注
6	黑马榜 · 被雪藏候选	本站快照自算	近 7 天增速百分比 Top 100(同涨 1000 星,500 星仓 +200% 排在 10 万星仓 +1% 前);首日 <10 星剔除
7	被忽视榜 · 活跃冷清	Search API	近 30 天持续 push、Star 100–800,升序
8	黑红榜 · 争议指数	Search API 衍生	(Fork×2 + Issue)÷Star,候选池 = 总榜前 300 中 ≥3000 星者。结构化启发式,不是情感分析
9	Fork 之王	Search API	累计 Fork 降序
10	实时里程碑 · 破星直播	Search API × 4	1k / 10k / 50k / 100k 阈值 ±80 星的冲刺者,前端 60 秒轮询,跨线撒彩带

总榜、周榜、月榜有语言分榜(javascript / typescript / python / go / rust / java / c / c++),URL 形如 /zh/boards/weekly/python。c++ 在路径里写成 /cpp,因为 + 进路径段会在路由匹配层直接死掉——查询时仍用 GitHub 原生语言名,旧链接由 proxy.ts 在路由前 308 归一。

站点语言(16 种)

/en /zh /zh-TW /ja /ko /de /fr /es /pt /it /ru /uk /pl /tr /vi /id,根路径默认进英文(带 Accept-Language 时按浏览器语言挑)。全部 UI 文案逐语种成套(app/[lang]/dict/),SEO 每页带全语 hreflang + canonical,sitemap 覆盖 16 语 × 全榜。

行描述与抽屉 README 按站点语言取仓库自身的本地化版本(切换器解析 + 命名候选两级),读不到就诚实回退仓库原文。描述缓存在 repo_desc 表(仓库粒度),两条填充通道:浏览行为驱动(访客打开哪个语言就近补上,60 秒轮询自动送达)与同步期主动收割(每轮同步尾部按热度序扫描全部榜头仓库,一次拿齐 15 种语言,探测结论 30 天免重试;站点读取路径依旧只查库)。

The site ships in 16 languages (default English). UI copy is fully translated per locale; row descriptions and the in-drawer README follow the repo's own localized files when available, falling back to the original text. Descriptions are cached per repo (repo_desc) and filled two ways — on demand by visitors, and proactively at the tail of every sync run (one sweep per repo covers all 15 locales; resolved probes are skipped for 30 days). The serving path always reads from the database only.

数据架构

一句话:卖货的通道不进货。

GitHub ──(只有同步任务碰)──> Postgres(Neon 或自托管)──(站点只 SELECT)──> 访客

同步任务(lib/sync.ts)顺序抓全部 34 个键(10 榜 + 语言分面),写两张表:
board_head:每个键的最新一拍,站点读它。插新的,前拍自然被覆盖。
board_snapshots:逐仓逐名次的明细行,本次同步是历史事实的存档。
触发方式:npm run sync(本地,需站点在跑)、POST /api/sync(带 CRON_SECRET)、 GitHub Actions 每 6 小时一轮(.github/workflows/sync.yml)。
站点渲染路径对 GitHub 零请求。降级链:数据库 → 磁盘快照(本地 .data/,重建时不打 GitHub)→ 现场拉取。同步停太久时数据会旧,但不会假。
Trending 页被风控挡住时,周榜/月榜内部自行换到 Search 口径补命,页面上如实标注,不糊弄。

往日榜

每次同步把完整榜单拍进 board_snapshots,所以任意一天切任意名字都能回看:

/zh/history/overall/2026-10-19

入口在 footer(往日榜 → 总榜)。历史拍只存排名、仓库和数字,不存实时简介;数据保留 SNAPSHOT_RETENTION_DAYS(默认 60 天)。页面 noindex,属工具页,不在 sitemap 里占道。

本地跑起来

npm install

cp .env.example .env.local

填 GITHUB_TOKEN / NEXT_PUBLIC_SITE_URL / DATABASE_URL(见下表)

npm run dev

环境变量	必填?	说明
`GITHUB_TOKENS`	可选	多账号池:`GITHUB_TOKENS=ghp_a,ghp_b,ghp_c`(逗号/空白分隔),一枚烧完自动换下一枚,取数节奏随池子规模等比放宽;不填则回落单枚 `GITHUB_TOKEN`,都没有走匿名降速
`GITHUB_TOKEN`	建议填	classic PAT(不勾任何权限)或多枚时令其作为单枚兜底。Search API 从 60 次/时升到 5000 次/时
`NEXT_PUBLIC_SITE_URL`	部署时填	canonical / sitemap / OG 用的最终域名
`DATABASE_URL`	部署时填	Neon Postgres 连接串。表首次写入时自动建
`CRON_SECRET`	部署必填	`/api/sync` `/api/snapshot` `/api/refresh` `/api/dbcheck` 的门锁,只认 `Authorization: Bearer` 头(常数时间比较;不再支持 `?secret=` query,密钥不该进访问日志)。不配置时这些端点仅本地回环可用——公网部署务必配上;`?only=榜名` 单榜重灌、`?boards=0` 只跑描述收割照旧

本地调试开关:GHB_FILL_DEBUG=1 看读路(数据库命中还是水合),GHB_SQL_DEBUG=1 看发往库的 SQL。

部署

在 Neon 建个项目,拿 Pooled connection 连接串。
Vercel 导入仓库,配四个环境变量(上表 + CRON_SECRET 自定义一个长随机串)。
仓库 Actions secrets 配 SYNC_URL(你的域名 /api/sync)和 CRON_SECRET,6 小时一次的同步就转起来了。
https://域名/robots.txt 里已有 sitemap 指向;搜索引擎控制台提交一次即可。

自托管也成立(本项目生产即此形态):npm run build && npm run start,数据面只要求能连上 Postgres——Neon 托管或自建实例(Docker/1Panel 等)均可,对 Host/Vercel 无偏好。自建库建议配每日 pg_dump 滚动备份,参考 scripts/ghb-backup.sh(每日一备、保留最近 7 份,cron 挂机即可)。

诊断与运维

npm run sync                       # 本地手动拉一轮(30 榜,~4 分钟,一次重试)

curl -H "Authorization: Bearer $CRON_SECRET" https://域名/api/dbcheck # 库状态:head 键数、明细行数 gh run watch # 看 Actions 同步跑完没有

同步是顺序慢跑(为控边界与限流),一轮约 4 分钟;6 小时一次绰绰有余。明细行过 60 天自动清,board_head 只留最新,不需要人手干预。

徽章 · 状态页 · 跨线提醒

上榜徽章:项目被任何一张榜收录后,维护者都可以把名次徽章贴进自家 README——徽章自动显示当前最好名次(现役 / 曾上榜 / 未上榜三态),点击回到站内档案页。这也是本站唯一的外链请求:

  [![GitHub 火线榜](https://git.vaiox.xyz/api/badge/{owner}/{repo}.svg)](https://git.vaiox.xyz/zh/repo/{owner}/{repo})

档案页(任意 /zh/repo/{owner}/{repo})顶部有徽章预览与一键复制的嵌入码。

数据健康页:/{lang}/status(footer 入口)—— 34 个键各自的来源、新鲜度、降级状态,与站点读路径同一张表,不涂脂抹粉。
跨线提醒(可选):配置 VAPID_PUBLIC_KEY / VAPID_PRIVATE_KEY 后,关注页出现"跨线提醒"开关 —— 无账号 Web Push,关注的仓库向上跨过 1k/10k/50k/100k 时推送;未配置则整条链路静默不存在。订阅只存推送端点与关注列表,退订即刻删除。

市场分析(可选,与站点无关)

站点只服务榜单本身;历史维度的深挖走独立脚本 scripts/market.mjs,数据来自 GH Archive 公共镜像(约 10% 抽样,看形状用):

node scripts/market.mjs repo vercel/next.js --days 60   # 单仓库爆发日/拐点(自动兼容改名)

node scripts/market.mjs track agent --months 12 # 赛道趋势(新星数/活跃仓库数) node scripts/market.mjs risers --days 30 --limit 15 # 涨星火箭榜

顺带一个探明的平台事实(2026-10):GitHub 已把 REST stargazers/subscribers 明细端点平台级撤下,逐星时间线只存在于事件归档里。仓库改名后归档仍按旧名存,查询需新旧名都算——repo 命令已处理。

如何新增一个榜

lib/boards.ts:写一个 getXxxData(),在 getBoardData 分发,BOARD_META 登记排行与排序语义。
app/[lang]/dictionaries.ts:补 BoardCopy(名称 / 口径 / FAQ,中英都要)。
想有语言分面就在 BOARD_META 开 facets。
路由、导航、footer、sitemap 随 BOARD_ORDER 自动生效,不手改。

MCP server(agent-native 数据口)

榜单数据以 MCP 协议直供 agent,不依赖爬虫路径:

URL:https://git.vaiox.xyz/api/mcp(Streamable HTTP,无状态 JSON,最新 protocolVersion 2026-07-28,老客户端自动降档)
工具(只读 + 结构化输出):list_boards / get_board / get_board_movers / get_repo / search_library(库内关键词搜索)/ `get_repo_history`(仓库级小时名次 + 星数时间线,自有无一物快照序列独供,别的服务拿不出这份数)
全部零 GitHub 配额消耗;限流 60 次/分钟/IP;数据一小时一拍,别连点
接入示例:Claude Code claude mcp add --transport http github-hot-board https://git.vaiox.xyz/api/mcp

已知限制,如实说

Trending 数字在缓存期内(同步后 ≤6 小时)可能与官方页面存在偏差。
Search API 单查询 1000 条上限;总榜展示 Top 500,头部故事全覆盖。
潜力/黑马榜主口径 = 本站快照实测(近 7 天星数差 / 增速百分比,星速层随总榜收盘);旧"90 天斜率"口径降为兜底,启用时会标注 degraded。
黑红榜的候选池是总榜(前 300)中 ≥3000 星的仓库,即"明星仓内部"的争议对比;open_issues 口径含 PR(GitHub 字段如此,页面已明示)。请勿读成"情感评分"。
黑马榜按斜率取前 100(页面口径文案同此)。
里程碑跨线检测发生在页面停留期间,服务器不留历史状态;想看"历史上谁跨过 1k",等往日榜攒几天再回看。
往日榜当前只存基准口径(全语言),语言分面的历史拍在库里,页面上还没有入口。
本项目与 GitHub 无官方关系,榜单仅为研究参考。

GitHub Hot Board

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Developer toolsi

Common questions

Alternatives

GitHub

Desktop Commander

Cloudflare MCP

README from the maker

GitHub 火线榜 · GitHub Hot Board

十个榜

站点语言(16 种)

数据架构

往日榜

本地跑起来

填 GITHUB_TOKEN / NEXT_PUBLIC_SITE_URL / DATABASE_URL(见下表)

部署

诊断与运维

徽章 · 状态页 · 跨线提醒

市场分析(可选,与站点无关)

如何新增一个榜

MCP server(agent-native 数据口)

已知限制,如实说