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compute.pangle.online — GPU rental market

السجل الرسمي التجارة الإلكترونية

Live GPU rental market: 2,500+ offers across a dozen provider feeds. History, watches, limit orders.

الشيفرة المصدرية الموقع التوثيق

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»).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http compute-pangle-online-gpu-rental-market 'https://compute.pangle.online/mcp/'
إعداد JSON (Claude Desktop وCursor وVS Code) 
{
    "mcpServers": {
        "compute-pangle-online-gpu-rental-market": {
            "type": "http",
            "url": "https://compute.pangle.online/mcp/"
        }
    }
}

التوثيق

مأخوذ من ملف README للمشروع على GitHub ويُحدَّث أسبوعيًا. تفتح الروابط على GitHub.

المحتويات
  1. compute.pangle.online — GPU compute meta-aggregator
  2. Run anywhere (the VPS lift)
  3. The fee levers — there are two, and confusing them corrupts the data
  4. Layout
  5. Generated pages
  6. Fonts
  7. License

compute.pangle.online — GPU compute meta-aggregator

One process: provider pollers + SQLite store + ranked REST API + MCP server + the site. Live at https://compute.pangle.online · API /api/offers, /api/history, /api/idle-history, /api/watches · MCP /mcp/ (streamable HTTP).

Run anywhere (the VPS lift)

docker compose up          # or:
python3 -m venv venv && venv/bin/pip install -r requirements.txt
venv/bin/uvicorn app:app --port 8956

No external services, no keys required (keys in .env deepen Vast/RunPod results; DataCrunch and Akash need none).

The fee levers — there are two, and confusing them corrupts the data

FEE_BPS (core/economics.py) marks up displayed prices, and it is 0, permanently. The book, the tape, the index and the per-chip prices are published as THE MARKET's numbers — check any of them against the provider's own page. A markup here would quietly make every published price ours instead of theirs, so this lever stays off.

EXEC_FEE_BPS is the platform fee, charged on what we settle, never on what the provider charges: 2.5%, one cent minimum, capped at $5 per lease per UTC day (core/meter.py). Renters place on their own provider key and pay the provider directly; this is the only thing we take, and it is disclosed in the quote and the receipt before anything is placed.

REF_VAST / REF_RUNPOD referral slots ride the same seam.

Layout

providers/ one drop-in module per marketplace · core/ schema, rank, economics, stats · db.py SQLite (WAL) with provider_health honesty table · app.py FastAPI + scheduler + MCP mount · web/ the hand-written site (see DESIGN-DIRECTION.md).

Tests: venv/bin/python -m tests.test_pipeline

Generated pages

web/gpu/, web/vs/ and web/sitemap.xml are built artifacts — regenerate with venv/bin/python gen_gpu_pages.py (the deployment runs it hourly).

Fonts

Martian Mono ships in web/fonts/ (SIL OFL). The display serif (Erode, by Indian Type Foundry via Fontshare) is not redistributed here — its license doesn't allow it; fetch it from https://www.fontshare.com/fonts/erode into web/fonts/ as erode-400.woff2 / erode-600.woff2, or let the stack fall back to Georgia.

License

AGPL-3.0 — see LICENSE. Run it, fork it, learn from it; if you serve a modified version, share your changes the same way.

الأسئلة الشائعة

ما هو compute.pangle.online — GPU rental market؟

Live GPU rental market: 2,500+ offers across a dozen provider feeds. History, watches, limit orders.

كيف أثبّت compute.pangle.online — GPU rental market؟

يعمل كخادم بعيد. في Claude Code: claude mcp add --transport http compute-pangle-online-gpu-rental-market 'https://compute.pangle.online/mcp/'. وفي العملاء الآخرين، الصق إعداد JSON من هذه الصفحة في إعدادات MCP الخاصة بهم.

هل يحتاج compute.pangle.online — GPU rental market إلى مفتاح API؟

لا يذكر إدراجه في السجل أي مفتاح أو سر إلزامي. قد تتطلب بعض الميزات حسابًا لدى الخدمة التي يتصل بها.

هل compute.pangle.online — GPU rental market مفتوح المصدر؟

نعم. شيفرته متاحة على GitHub بترخيص AGPL-3.0.

من يصون compute.pangle.online — GPU rental market؟

ينشره aitools420. 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.