compute.pangle.online — GPU rental market

Name: compute.pangle.online — GPU rental market
Author: online.pangle.compute

MCP serverMCP

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

by online.pangle.computerepository ↗homepage ↗v1.2.0

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30-day availability9/9 checks ok

30 days ago

when	check	result	http	latency	detail
24 min ago	mcp initialize	ok	200	1037 ms	server compute.pangle.online 1.2.0 · protocol 2025-06-18 · 25 tools
7 h ago	mcp initialize	ok	200	1507 ms	server compute.pangle.online 1.2.0 · protocol 2025-06-18 · 25 tools
16 h ago	mcp initialize	ok	200	1161 ms	server compute.pangle.online 1.2.0 · protocol 2025-06-18 · 25 tools
24 h ago	mcp initialize	ok	200	988 ms	server compute.pangle.online 1.2.0 · protocol 2025-06-18 · 25 tools
31 h ago	mcp initialize	ok	200	1083 ms	server compute.pangle.online 1.2.0 · protocol 2025-06-18 · 25 tools
2 d ago	mcp initialize	ok	200	998 ms	server compute.pangle.online 1.2.0 · protocol 2025-06-18 · 25 tools
2 d ago	mcp initialize	ok	200	1026 ms	server compute.pangle.online 1.2.0 · protocol 2025-06-18 · 25 tools
2 d ago	mcp initialize	ok	200	1032 ms	server compute.pangle.online 1.2.0 · protocol 2025-06-18 · 25 tools
2 d ago	mcp initialize	ok	200	1042 ms	server compute.pangle.online 1.2.0 · protocol 2025-06-18 · 25 tools
3 d ago	mcp initialize	ok	200	1033 ms	server compute.pangle.online 1.2.0 · protocol 2025-06-18 · 25 tools

Tools observed via MCP handshake

search_offers — Search live GPU offers. gpu matches the model name (e.g. '4090', 'H100'). offer_class: on_demand | interruptible | reserved. country: ISO-2 (e.g. US), a
get_offer — Fetch one offer by its id (from search_offers).
market_stats — Live market snapshot: total offers, GPU models, idle-capacity share, per-provider freshness/health, cheapest price per model, current fee_bps.
price_history — Price history for one GPU model (exact name from search_offers/market_stats, e.g. 'RTX 4090'). offer_class: on_demand | interruptible. Returns per-provider
idle_history — The idle-capacity index over time: share of listed GPU capacity that is interruptible (spot/bid) — idle hardware looking for work. Points are [ts, idle_
best_value — Perf-per-dollar board: for each GPU model, best live price vs its FP16 tensor throughput (dense, vendor spec sheets) -> TFLOPS per dollar-hour. The answ
provider_reliability — How dependable each provider's data feed has been for this station (poll success over the trailing window), plus the provider's own average machine reli
price_position — Rent-now-or-wait context: where the current best price for one GPU model sits inside its own trailing 7/30-day range (percentile, 24h trend, verdict). D
spot_spread — On-demand vs interruptible spread: the live discount for idle capacity per model; pass gpu_model for its history too.
will_it_fit — Will this model fit, and what does a fitting machine cost right now? Deterministic VRAM arithmetic — weights (params x bytes/precision) + KV cache (2 x
true_cost_notes — The billing fine print behind the $/hr, verified per provider from their own published pages (source URL + date on every claim): billing granularity (pe
register_account — Create a metering account: returns a bearer token (shown once, we keep only a hash). Pass it as account_token on rent calls to build a usage ledger you
account_usage — Your metered usage ledger: placements, destroys, estimated hours and USD, and the platform fee (2.5%, $0.01 min, $5.00 cap per lease per UTC day) priced
create_watch — Create a price watch (tripwire): fires when the best live fee-adjusted price per GPU-hour matching gpu (and optional offer_class) drops to or under max_
watch_status — Current state of a watch: armed/tripped, last price seen, recent events, and the best matching offer right now.
delete_watch — Delete a watch by id.
create_limit_order — Place a standing LIMIT ORDER: when the best live fee-adjusted price for gpu (and optional offer_class) trades at or under max_price_per_gpu_hr, the stat
limit_order_status — State of a limit order (armed/ticketed/filled/cancelled/expired), last price seen, recent events. Pass order_secret to also read the live fill ticket wh
cancel_limit_order — Cancel a limit order. Requires the order_secret from create_limit_order.
rent_x402 — Rent a prepaid block of GPU time with a wallet and NO account, NO API key and no human, over x402 (HTTP 402 micropayments, USDC on Base). Call it with
rent_offer — Place a rental on YOUR provider account (BYO key — it is used for this one call and never stored). Default is a DRY RUN returning exactly what would be
rent_best — One-shot rent: search the live book with these filters and place on the best (cheapest) matching offer — 'cheapest H100 under $2/hr, go'. Same guarantee
rental_status — Live state of an instance on your account: running/starting/stopped/ gone, uptime, price, estimated spend so far, and the budget guard's state if one is
destroy_rental — Destroy an instance previously placed on your account (vast or runpod). Your key passes through and is never stored.
fill_limit_order — Execute a limit order's live fill ticket on YOUR provider key (used for this one call, never stored). Only works while the order is ticketed; the offer

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Official MCP Registryonline.pangle.compute/gpu-rental-market

first seen 3 d ago · fetched 20 h agoopen ↗

Field history (7 recent events)

3 d ago · declared · summary → "Live GPU rental market: 2,500+ offers across a dozen provider feeds. History, watches, limit orders."
3 d ago · declared · description → "Live GPU rental market: 2,500+ offers across a dozen provider feeds. History, watches, limit orders."
3 d ago · declared · publisherName → "online.pangle.compute"
3 d ago · declared · homepageUrl → "https://compute.pangle.online/agents/"
3 d ago · declared · repoUrl → "https://github.com/aitools420/compute-wick"
3 d ago · declared · version → "1.2.0"
3 d ago · declared · protocols → ["mcp"]

compute.pangle.online — GPU rental market

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