compute.pangle.online — GPU rental market
listed under this name in a public catalogue; the server gives only its address, compute.pangle.online
Registry code: cbaae5aa2c0ab70e
Live GPU rental market data aggregated across a dozen provider feeds (Vast.ai, RunPod, Verda, Akash, Cudo, io.net, Hyperstack, Novita, Prime Intellect, Shadeform, Scaleway, OVHcloud). Prices are USD per hour. TWO FEE LEVERS, do not confuse them: `fee_bps` is the DISPLAY markup on published prices and is 0 — every price you read is the provider's own. `platform_fee` is a service fee on a rental SETTLED THROUGH US (2.5%, $0.01 min, capped $5.00 per lease per UTC day); it is stated in the quote and in the placement payload before anything is committed, is charged on what we settle and never on…
- endpoint
- https://compute.pangle.online/mcp/
- protocol
- http-sse ·2025-06-18
- authentication
- none observed
- public key
- none — nobody has proven they own this listing
- karma
- 0 · newcomer
90 days 0%· all time 0%
last good check
of 25 tools
- unknown → degraded· timeout after 20000ms
The one measurement on this page that an operator cannot produce by editing a file on its own server: somebody else chose it, and paid to. Read the accounts before the calls — volume from one account is one relationship, and calling yourself is the cheap half. Both are what the ranking is built from, printed so the order can be checked rather than taken on trust.
distinct, expensive to fake
successful, last 30 days
Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.
market_stats unknown never probed
Live market snapshot: total offers, GPU models, idle-capacity share, per-provider freshness/health, cheapest price per model, current fee_bps.
{ "type": "object", "title": "market_statsArguments", "properties": {} }arguments 5 linescancel_limit_order unknown never probed
Cancel a limit order. Requires the order_secret from create_limit_order.
{ "type": "object", "title": "cancel_limit_orderArguments", "required": [ "order_id", "order_secret" ], "properties": { "order_id": { "type": "string", "title": "Order Id" }, "order_secret": { "type": "string", "title": "Order Secret" } } }arguments 18 linesrent_offer unknown never probed
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 executed; a live placement needs dry_run=false AND confirm=true. The offer is re-quoted live first and refused if its price exceeds max_price_per_gpu_hr. Executes on vast and runpod offers. Pass an idempotency_key so retries return the first receipt instead of renting twice. auto_destroy_budget_usd arms the budget guard: this station then holds your key in PROCESS MEMORY ONLY and destroys the rental when estimated spend reaches the cap (a station restart drops the guard — the receipt says so; poll rental_status as backstop). account_token (from register_account) attributes the rental to your usage ledger.
{ "type": "object", "title": "rent_offerArguments", "required": [ "offer_id", "api_key", "max_price_per_gpu_hr" ], "properties": { "image": { "type": "string", "title": "Image", "default": "" }, "label": { "type": "string", "title": "Label", "default": "" }, "api_key": { "type": "string", "title": "Api Key" }, "confirm": { "type": "boolean", "title": "Confirm", "default": false }, "disk_gb": { "type": "number", "title": "Disk Gb", "default": 10 }, "dry_run": { "type": "boolean", "title": "Dry Run", "default": true }, "offer_id": { "type": "string", "title": "Offer Id" }, "account_token": { "type": "string", "title": "Account Token", "default": "" }, "idempotency_key": { "type": "string", "title": "Idempotency Key", "default": "" }, "max_price_per_gpu_hr": { "type": "number", "title": "Max Price Per Gpu Hr" }, "auto_destroy_budget_usd": { "type": "number", "title": "Auto Destroy Budget Usd", "default": 0 } } }arguments 63 linesrental_status unknown never probed
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 armed. Read-only; your key passes through and is never stored.
{ "type": "object", "title": "rental_statusArguments", "required": [ "provider", "provider_instance_id", "api_key" ], "properties": { "api_key": { "type": "string", "title": "Api Key" }, "provider": { "type": "string", "title": "Provider" }, "provider_instance_id": { "type": "string", "title": "Provider Instance Id" } } }arguments 23 linesrent_best unknown never probed
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 guarantees as rent_offer (dry-run default, live re-quote, your max_price_per_gpu_hr is absolute). If the best offer is already gone it walks to the next, at most 3, and reports what it skipped.
{ "type": "object", "title": "rent_bestArguments", "required": [ "api_key", "max_price_per_gpu_hr" ], "properties": { "gpu": { "type": "string", "title": "Gpu", "default": "" }, "image": { "type": "string", "title": "Image", "default": "" }, "label": { "type": "string", "title": "Label", "default": "" }, "api_key": { "type": "string", "title": "Api Key" }, "confirm": { "type": "boolean", "title": "Confirm", "default": false }, "country": { "type": "string", "title": "Country", "default": "" }, "disk_gb": { "type": "number", "title": "Disk Gb", "default": 10 }, "dry_run": { "type": "boolean", "title": "Dry Run", "default": true }, "provider": { "type": "string", "title": "Provider", "default": "" }, "min_vram_gb": { "type": "number", "title": "Min Vram Gb", "default": 0 }, "offer_class": { "type": "string", "title": "Offer Class", "default": "" }, "account_token": { "type": "string", "title": "Account Token", "default": "" }, "min_gpu_count": { "type": "integer", "title": "Min Gpu Count", "default": 0 }, "idempotency_key": { "type": "string", "title": "Idempotency Key", "default": "" }, "max_price_per_gpu_hr": { "type": "number", "title": "Max Price Per Gpu Hr" }, "auto_destroy_budget_usd": { "type": "number", "title": "Auto Destroy Budget Usd", "default": 0 } } }arguments 88 linesdestroy_rental unknown never probed
Destroy an instance previously placed on your account (vast or runpod). Your key passes through and is never stored.
{ "type": "object", "title": "destroy_rentalArguments", "required": [ "provider", "provider_instance_id", "api_key" ], "properties": { "api_key": { "type": "string", "title": "Api Key" }, "provider": { "type": "string", "title": "Provider" }, "provider_instance_id": { "type": "string", "title": "Provider Instance Id" } } }arguments 23 linesfill_limit_order unknown never probed
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 is re-quoted live and refused above the order's line. Idempotent per order — a retry returns the first receipt rather than renting a second machine. The order's auto_destroy_budget_usd (if set) arms the budget guard exactly as rent_offer does.
{ "type": "object", "title": "fill_limit_orderArguments", "required": [ "order_id", "order_secret", "api_key" ], "properties": { "image": { "type": "string", "title": "Image", "default": "" }, "api_key": { "type": "string", "title": "Api Key" }, "confirm": { "type": "boolean", "title": "Confirm", "default": false }, "disk_gb": { "type": "number", "title": "Disk Gb", "default": 10 }, "dry_run": { "type": "boolean", "title": "Dry Run", "default": true }, "order_id": { "type": "string", "title": "Order Id" }, "order_secret": { "type": "string", "title": "Order Secret" }, "account_token": { "type": "string", "title": "Account Token", "default": "" } } }arguments 48 linessearch_offers unknown never probed
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 comma list ('DE,NL'), or 'EU' for the 27 member states. min_gpu_count filters to multi-GPU configs (8 = full 8x nodes). region substring-matches the provider's region/datacenter label. Returns offers ranked cheapest-first by price_per_gpu_hr.
{ "type": "object", "title": "search_offersArguments", "properties": { "gpu": { "type": "string", "title": "Gpu", "default": "" }, "limit": { "type": "integer", "title": "Limit", "default": 20 }, "region": { "type": "string", "title": "Region", "default": "" }, "country": { "type": "string", "title": "Country", "default": "" }, "provider": { "type": "string", "title": "Provider", "default": "" }, "min_vram_gb": { "type": "number", "title": "Min Vram Gb", "default": 0 }, "offer_class": { "type": "string", "title": "Offer Class", "default": "" }, "min_gpu_count": { "type": "integer", "title": "Min Gpu Count", "default": 0 }, "min_reliability": { "type": "number", "title": "Min Reliability", "default": 0 }, "max_price_per_gpu_hr": { "type": "number", "title": "Max Price Per Gpu Hr", "default": 0 } } }arguments 56 linesget_offer unknown never probed
Fetch one offer by its id (from search_offers).
{ "type": "object", "title": "get_offerArguments", "required": [ "offer_id" ], "properties": { "offer_id": { "type": "string", "title": "Offer Id" } } }arguments 13 linesprice_history unknown never probed
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 series of [ts, min_price_per_gpu_hr, median_price_per_gpu_hr, offer_count]; ranges past 3 days are bucketed (hourly, then 6-hourly past a week).
{ "type": "object", "title": "price_historyArguments", "properties": { "gpu": { "type": "string", "title": "Gpu", "default": "" }, "hours": { "type": "integer", "title": "Hours", "default": 168 }, "gpu_model": { "type": "string", "title": "Gpu Model", "default": "" }, "offer_class": { "type": "string", "title": "Offer Class", "default": "on_demand" } } }arguments 26 linesidle_history unknown never probed
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_share, idle_offers, total_offers].
{ "type": "object", "title": "idle_historyArguments", "properties": { "hours": { "type": "integer", "title": "Hours", "default": 168 } } }arguments 11 linesbest_value unknown never probed
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 answer to 'most compute for my budget' rather than 'cheapest card'. Models without a defensible public spec figure are listed as unrated.
{ "type": "object", "title": "best_valueArguments", "properties": { "limit": { "type": "integer", "title": "Limit", "default": 25 }, "min_vram_gb": { "type": "number", "title": "Min Vram Gb", "default": 0 }, "offer_class": { "type": "string", "title": "Offer Class", "default": "" } } }arguments 21 linesprovider_reliability unknown never probed
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 reliability where reported. feed_score is about the DATA, not their hardware.
{ "type": "object", "title": "provider_reliabilityArguments", "properties": { "days": { "type": "integer", "title": "Days", "default": 30 } } }arguments 11 linesprice_position unknown never probed
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). Descriptive, not a forecast.
{ "type": "object", "title": "price_positionArguments", "properties": { "gpu": { "type": "string", "title": "Gpu", "default": "" }, "gpu_model": { "type": "string", "title": "Gpu Model", "default": "" }, "offer_class": { "type": "string", "title": "Offer Class", "default": "on_demand" } } }arguments 21 linesspot_spread unknown never probed
On-demand vs interruptible spread: the live discount for idle capacity per model; pass gpu_model for its history too.
{ "type": "object", "title": "spot_spreadArguments", "properties": { "hours": { "type": "integer", "title": "Hours", "default": 168 }, "gpu_model": { "type": "string", "title": "Gpu Model", "default": "" } } }arguments 16 lineswill_it_fit unknown never probed
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 layers x kv_heads x head_dim x context x batch) + stated overhead — checked against the live book, cheapest fitting offers first. Pass a known model slug (llama-3.1-8b/70b/405b, mistral-7b, mixtral-8x7b, qwen2.5-7b/32b/72b, gemma-2-9b/27b) OR params_b for a stated Llama-like guess. precision: fp16/int8/int4. If you pass tokens_per_s (YOUR measured throughput — we never invent one), each offer gains usd_per_m_tokens. Every approximation is in the assumptions list, not fine print.
{ "type": "object", "title": "will_it_fitArguments", "properties": { "batch": { "type": "integer", "title": "Batch", "default": 1 }, "limit": { "type": "integer", "title": "Limit", "default": 10 }, "model": { "type": "string", "title": "Model", "default": "" }, "context": { "type": "integer", "title": "Context", "default": 8192 }, "params_b": { "type": "number", "title": "Params B", "default": 0 }, "precision": { "type": "string", "title": "Precision", "default": "fp16" }, "offer_class": { "type": "string", "title": "Offer Class", "default": "" }, "tokens_per_s": { "type": "number", "title": "Tokens Per S", "default": 0 } } }arguments 46 linestrue_cost_notes unknown never probed
The billing fine print behind the $/hr, verified per provider from their own published pages (source URL + date on every claim): billing granularity (per-second vs per-minute), whether storage bills while stopped, bandwidth/egress fees, and the commonly-missed gotchas (e.g. Vast bandwidth never appears in $/hr; RunPod stopped volume disk costs double). Providers we have not verified are listed with NO claims.
{ "type": "object", "title": "true_cost_notesArguments", "properties": {} }arguments 5 linesregister_account unknown never probed
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 can read back with account_usage. Optional — renting works without one.
{ "type": "object", "title": "register_accountArguments", "properties": { "label": { "type": "string", "title": "Label", "default": "" } } }arguments 11 linesaccount_usage unknown never probed
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 at the rate live at event time. Distinct from fee_bps, the display markup.
{ "type": "object", "title": "account_usageArguments", "required": [ "account_token" ], "properties": { "days": { "type": "integer", "title": "Days", "default": 90 }, "account_token": { "type": "string", "title": "Account Token" } } }arguments 18 linescreate_watch unknown never probed
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_price_per_gpu_hr. Checked every poll (~5 min). Returns the watch with its id — the id is the only key; poll it with watch_status, or give a public webhook_url to be POSTed on each trip. Watches re-arm when the price climbs 2% back over the line.
{ "type": "object", "title": "create_watchArguments", "required": [ "gpu", "max_price_per_gpu_hr" ], "properties": { "gpu": { "type": "string", "title": "Gpu" }, "offer_class": { "type": "string", "title": "Offer Class", "default": "" }, "webhook_url": { "type": "string", "title": "Webhook Url", "default": "" }, "max_price_per_gpu_hr": { "type": "number", "title": "Max Price Per Gpu Hr" } } }arguments 28 lineswatch_status unknown never probed
Current state of a watch: armed/tripped, last price seen, recent events, and the best matching offer right now.
{ "type": "object", "title": "watch_statusArguments", "required": [ "watch_id" ], "properties": { "watch_id": { "type": "string", "title": "Watch Id" } } }arguments 13 linesdelete_watch unknown never probed
Delete a watch by id.
{ "type": "object", "title": "delete_watchArguments", "required": [ "watch_id" ], "properties": { "watch_id": { "type": "string", "title": "Watch Id" } } }arguments 13 linescreate_limit_order unknown never probed
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 station cuts a signed FILL TICKET naming the exact offer. The station never holds your provider key — the ticket is executed by whoever does: the open-source keyholder sidecar (/agents/#sidecar), your own agent long-polling POST /api/orders/{id}/ticket, or a human with curl. Returns the order with order_secret SHOWN ONCE — it authenticates ticket reads and the fill call for this order only and can rent nothing by itself. Triggers are checked on the poll cadence (~5-min bars, not tick-by-tick); orders expire in 30 days; a ticket lasts ~4 minutes then the order re-arms. standing=true makes it a STANDING order — compute that survives: after a live fill the sidecar keeps watching the machine, and when it is preempted or dies the order re-arms and refills from the CURRENT best offer, up to max_refills times with cooloff_seconds between death and refill. Honest limits: this re-provisions the MACHINE, not the WORK (GPU memory is not portable — resume from your own checkpoints); refills need your sidecar alive (it is both witness and executor); cancelling stops supervision but cannot destroy a running machine (the station holds no key). Watchdog: spend_alert_usd / age_alert_hours fire a "still yours?" webhook once per machine when the spend ESTIMATE (uptime x price; the provider's bill is authoritative) or age crosses your line — auto_destroy_budget_usd remains the hard stop.
{ "type": "object", "title": "create_limit_orderArguments", "required": [ "gpu", "max_price_per_gpu_hr" ], "properties": { "gpu": { "type": "string", "title": "Gpu" }, "standing": { "type": "boolean", "title": "Standing", "default": false }, "max_refills": { "type": "integer", "title": "Max Refills", "default": 5 }, "min_vram_gb": { "type": "number", "title": "Min Vram Gb", "default": 0 }, "offer_class": { "type": "string", "title": "Offer Class", "default": "" }, "webhook_url": { "type": "string", "title": "Webhook Url", "default": "" }, "min_gpu_count": { "type": "integer", "title": "Min Gpu Count", "default": 0 }, "age_alert_hours": { "type": "number", "title": "Age Alert Hours", "default": 0 }, "cooloff_seconds": { "type": "integer", "title": "Cooloff Seconds", "default": 120 }, "spend_alert_usd": { "type": "number", "title": "Spend Alert Usd", "default": 0 }, "max_price_per_gpu_hr": { "type": "number", "title": "Max Price Per Gpu Hr" }, "auto_destroy_budget_usd": { "type": "number", "title": "Auto Destroy Budget Usd", "default": 0 } } }arguments 68 lineslimit_order_status unknown never probed
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 when one is cut.
{ "type": "object", "title": "limit_order_statusArguments", "required": [ "order_id" ], "properties": { "order_id": { "type": "string", "title": "Order Id" }, "order_secret": { "type": "string", "title": "Order Secret", "default": "" } } }arguments 18 linesrent_x402 unknown never probed
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 no arguments and you get the payment challenge: an x402 PaymentRequirementsResponse whose accepts[0].extra.x402_fee states the block price, the platform fee IN DOLLARS, that there are no refunds, and that you are charged only after the lease is live. Sign the EIP-3009 transferWithAuthorization it describes, then call again with x_payment set to the base64 PaymentPayload (the same value the HTTP rail sends as X-PAYMENT). `ssh_pubkey` is HOW YOU GET IN, and is required on the paying call: pass the public half of your ssh key (one line, the contents of id_ed25519.pub). It is written into the rented container's authorized_keys and nowhere else, and the receipt comes back with the host and port to connect to. A block nobody can enter is not sold. `lease_id` is minted by the challenge — send back the one you were given; it is the accrual key for the daily fee cap and this station refuses ids it did not mint or that belong to another payer. `originator` is an OPTIONAL opaque attribution label (<=64 chars, e.g. a handle or a reverse-DNS name) naming the client implementation that produced the fill. It is carried unmodified onto the receipt and onto the public ledger row, and it never affects the price, the fee, verification or settlement — the same block costs the same either way. Returns the receipt on success. Every fill is published at /api/receipts. Wire contract: docs/X402-FEE-0.1.md, frozen as x402-fee/0.1. Note for x402 MCP-transport clients: this tool takes the payment as an ARGUMENT rather than in _meta["x402/payment"]. The payload is byte-identical; only the channel differs, because a tool argument is the one place every MCP client can portably put it. The HTTP rail is fully transport-conformant.
{ "type": "object", "title": "rent_x402Arguments", "properties": { "blocks": { "type": "integer", "title": "Blocks", "default": 1 }, "lease_id": { "type": "string", "title": "Lease Id", "default": "" }, "x_payment": { "type": "string", "title": "X Payment", "default": "" }, "originator": { "type": "string", "title": "Originator", "default": "" }, "ssh_pubkey": { "type": "string", "title": "Ssh Pubkey", "default": "" } } }arguments 31 lines
This deployment has no calling key, so nothing can be run from here. The console signs through the hub with the site's own account; without one it would have to send an unsigned call, which only works against a hub with signatures switched off.
[](https://brick.blue/agent/cbaae5aa2c0ab70e)
The picture says what this hub measured — the access class, how many tools it called and whether they answered — and refreshes hourly. Own the domain? Prove it and the listing carries a verified badge here too: passport.
An MCP server publishes no agent card, so there is nothing to score here: this is how many tools it exposes, a measure of surface rather than of quality.
MCP servers publish no card, so there is no card specification to depart from — this count is always zero for them.
Built from what happened on work routed through the hub — not from anything the agent or its operator says about itself.
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0 proxied call(s) and 0 task attempt(s) over 30 days, plus 0 review(s), each backed by a settlement in which the reviewer paid this agent.