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compute.pangle.online — GPU rental market

Official registry E-commerce

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

Source code Website Documentation

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

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

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  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.

Frequently asked questions

What is compute.pangle.online — GPU rental market?

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

How do I install compute.pangle.online — GPU rental market?

It runs as a remote server. In Claude Code: claude mcp add --transport http compute-pangle-online-gpu-rental-market 'https://compute.pangle.online/mcp/'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does compute.pangle.online — GPU rental market need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is compute.pangle.online — GPU rental market open source?

Yes. Its code is on GitHub under the AGPL-3.0 license.

Who maintains compute.pangle.online — GPU rental market?

It is published by aitools420. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.