OctoCounts MCP Server
Analyze and compare public GitHub repo line counts (SLOC) via OctoCounts, from any MCP client.
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- Adds a browser extension card to GitHub repo pages with files, total lines, code, comments, blanks, and language count
- Provides a web app where you can paste any public GitHub repo URL
- Resolves any branch, tag, or commit SHA — pins results to an exact commit so the cache is actually meaningful
- Downloads the GitHub archive tarball instead of cloning (much faster, no git history overhead)
- Counts files, lines, code, comments, and blanks per language via tokei
- Caches reports by
owner + repo + commit + tokei version— repeat runs are instant - Queues analysis jobs so concurrent requests don't bring the server to its knees
- Exports reports as plain text, JSON, or a shareable PNG card
التثبيت
أضف هذا إلى إعدادات MCP في عميلك (Claude Desktop: claude_desktop_config.json، وCursor: .cursor/mcp.json، ويستخدم VS Code وغيره الصيغة نفسها «mcpServers»).
octocounts-mcpclaude mcp add octocounts-mcp-server -- npx -y octocounts-mcp@0.2.0
{
"mcpServers": {
"octocounts-mcp-server": {
"command": "npx",
"args": [
"-y",
"octocounts-mcp@0.2.0"
]
}
}
}
التوثيق
مأخوذ من ملف README للمشروع على GitHub ويُحدَّث أسبوعيًا. تفتح الروابط على GitHub.
المحتويات
OctoCounts – GitHub SLOC Counter
GitHub shows language bars. OctoCounts shows the actual line counts.
GitHub's sidebar shows language percentages, but misses actual file and line counts. OctoCounts adds this missing SLOC (Source Lines of Code) view to public repos without cloning.
Install the extension for instant stats directly on GitHub, or use the web app for public GitHub repositories. It downloads the repo archive, runs tokei, and caches the results—delivering a breakdown faster than git clone.
Use OctoCounts
| Surface | Use it for |
|---|---|
| Web app | Analyze any public GitHub repository and share a permanent report. |
| Browser extension | Show SLOC directly inside GitHub's repository sidebar in Chrome, Edge, or Firefox. |
| Public stats | See aggregate report totals, largest repos, language coverage, and source breakdown. |
| GitHub Action | Comment SLOC changes on pull requests. |
| CLI | Run npx octocounts https://github.com/owner/repo --json. |
| MCP server | Give agents and developer assistants access to SLOC reports. |
| README badges | Add a live SLOC badge that links to a permanent report page. |
| Launch kit | Copy product descriptions, launch posts, links, screenshots, and badges. |
| Research | Original research: a pilot study on how test/doc/generated file filtering affects SLOC counts. |
Preview
Why?
Sometimes you just want to know whether a repo is 2k lines, 200k lines, or a weekend-devouring monolith. GitHub already has the repo, the language stats, and the sidebar. OctoCounts fills in the missing numbers.
What it does
- Adds a browser extension card to GitHub repo pages with files, total lines, code, comments, blanks, and language count
- Provides a web app where you can paste any public GitHub repo URL
- Resolves any branch, tag, or commit SHA — pins results to an exact commit so the cache is actually meaningful
- Downloads the GitHub archive tarball instead of cloning (much faster, no git history overhead)
- Counts files, lines, code, comments, and blanks per language via tokei
- Caches reports by
owner + repo + commit + tokei version— repeat runs are instant - Queues analysis jobs so concurrent requests don't bring the server to its knees
- Exports reports as plain text, JSON, or a shareable PNG card
Stack
| Layer | Tech |
|---|---|
| Backend | Rust · Axum · Tokio · SQLx · Postgres · tokei |
| Frontend | React · TypeScript · Vite · TanStack Query |
| Infra | Cloudflare Pages (Pages Functions SSR) · GHCR image + sloc-infra dual VPS (VPS-A/VPS-B) + Cloudflare Tunnel · Postgres on VPS-B (Neon frozen snapshot as fallback) · Docker Compose (local dev only) |
Badges
Drop a live SLOC badge into any README:
[](https://octocounts.com/github/:owner/:repo)
[](https://octocounts.com/github/:owner/:repo/tree/:branch)
[](https://octocounts.com/github/:owner/:repo/tree/:tag)
[](https://octocounts.com/github/:owner/:repo/commit/:sha)
Add ?lang=<language> to any of the above to get a per-language badge instead:
[](https://octocounts.com/github/:owner/:repo)
[](https://octocounts.com/github/:owner/:repo/tree/:branch)
Language names are case-insensitive (rust, Rust, and RUST all work). If a language is not found in the report the badge shows —. While a fresh analysis is running the badge shows ··· — most badge CDNs will retry automatically.
| Cache behaviour | Header |
|---|---|
| Default branch / branch | s-maxage=3600, stale-while-revalidate=86400 |
| Tag / commit | max-age=31536000, immutable |
API
POST /api/analyze { "repoUrl": "...", "refName": "main" }
GET /api/jobs/:id
GET /api/reports/:id
GET /api/stats
GET /badge/:owner/:repo
GET /badge/:owner/:repo/branch/:branch
GET /badge/:owner/:repo/tag/:tag
GET /badge/:owner/:repo/commit/:sha
All badge routes accept an optional ?lang=<language> query parameter that switches the response from the full SLOC summary badge to a per-language shields.io-style badge.
Running it
See how-to-run-and-deploy.md for local development setup, host-native instructions, GitHub token configuration, and production deployment.
Growth report inventory
Popular public repositories are listed in data/popular-repos.txt. The scheduled workflow seed-popular-repos.yml refreshes that curated inventory weekly.
refresh-github-trending.yml discovers GitHub's daily Trending repositories, validates and publishes the current snapshot to /trending, and pre-generates their stable /github/:owner/:repo SLOC reports. Trending provenance stays separate from real /popular access counts; no date-stamped archive pages are generated.
License
الأسئلة الشائعة
ما هو OctoCounts MCP Server؟
Analyze and compare public GitHub repo line counts (SLOC) via OctoCounts, from any MCP client.
كيف أثبّت OctoCounts MCP Server؟
يعمل على جهازك. في Claude Code: claude mcp add octocounts-mcp-server -- npx -y octocounts-mcp@0.2.0. وفي العملاء الآخرين، الصق إعداد JSON من هذه الصفحة في إعدادات MCP الخاصة بهم.
هل يحتاج OctoCounts MCP Server إلى مفتاح API؟
لا يذكر إدراجه في السجل أي مفتاح أو سر إلزامي. قد تتطلب بعض الميزات حسابًا لدى الخدمة التي يتصل بها.
هل OctoCounts MCP Server مفتوح المصدر؟
نعم. شيفرته متاحة على GitHub بترخيص MIT.
من يصون OctoCounts MCP Server؟
ينشره huanglizhuo. يدرجه AI.tn لكنه لا يصونه ولا يوصي به.
من سجل MCP الرسمي. الإدراج ليس توصية: راجع شيفرة الخادم وصلاحياته قبل منحه الوصول إلى بياناتك.