Combien d'outils expose io.github.JTraversa/corpus-cloud-pricing-mcp ?

io.github.JTraversa/corpus-cloud-pricing-mcp expose 35 outil(s). Le coût de contexte pour les charger tous est d'environ 15124 tokens (coût unique au chargement, pas par appel).

accueil / serveurs / Cloud & Infra / io.github.JTraversa/corpus-cloud-pricing-mcp

io.github.JTraversa/corpus-cloud-pricing-mcp

serveur MCP (Model Context Protocol) · corpus-cloud-pricing 1.0.0

▸ Cloud & Infra

[ Non encore testé ]

Verdict MCP Hub
Référencé dans l'annuaire. Seul le pentest comportemental fait foi, et il n'a pas encore été exécuté sur ce serveur.

streamable-httpType / transport

directAccès

~15124 tokensCoût de contexte

35Outils

Est-ce que io.github.JTraversa/corpus-cloud-pricing-mcp est sûr ?

Au dernier audit MCP Hub, le serveur MCP « io.github.JTraversa/corpus-cloud-pricing-mcp » est classé « Non encore testé ». Référencé dans l'annuaire. Seul le pentest comportemental fait foi, et il n'a pas encore été exécuté sur ce serveur. Le verdict est réévalué en continu ; consultez la fiche pour l'état à jour.

Méthode : MCP Hub analyse la description de chaque outil (couche 1) et, pour le verdict fort, exécute le serveur dans une micro-VM isolée avec leurres et réseau bloqué (couche 2). On publie des noms et des compteurs, jamais le contenu brut renvoyé par un outil.

Les 35 outils

attestations≈ 346 tokens
Free. Daily on-chain attestations of the fixing set. One record per store day: the keccak256 of the day's signed fixings file (served at /attest/<day>.json), the Ethereum Attestation Service UID and transaction on Base (eip155:8453), the publisher address and the schema UID. Re-hash the file bytes and compare with fixingsHash to verify; every row inside the file carries its own EIP-712 signature. See /governance.
Paramètres, retour & exemple (0)
Exemple d'appel
```
{"name": "attestations", "arguments": {}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"eas": "texte", "chain": "texte", "count": 1, "publisher": "texte", "schemaUid": "texte", "attestations": []}}
```
azure_eviction≈ 423 tokens
Paid (0.01 USDC per call). Azure spot eviction-rate history (28-day buckets, sampled daily). Daily samples of the eviction-rate bucket Azure reports per SKU (`0-5`, `5-10`, `10-15`, `15-20`, `20+` percent over the trailing 28 days). Collected daily since 2026-09-05; there is no history before the first sample.
Paramètres, retour & exemple (4)
Paramètres
- to · string · optionnel
  Last sample date (inclusive), YYYY-MM-DD. Default: latest.
- sku · string · optionnel
  Optional SKU name (for example `D2s_v5`). Default: every SKU.
- from · string · optionnel
  First sample date (inclusive), YYYY-MM-DD. Default: earliest.
- region · string · requis · us-east | us-west-2 | eu-west
  Azure region slug: `us-east`, `us-west-2` or `eu-west`.
Exemple d'appel
```
{"name": "azure_eviction", "arguments": {"region": "us-east"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"count": 1, "region": "texte", "samples": []}}
```
capacity_board≈ 273 tokens
Paid (0.10 USDC per call). Every GPU model's capacity stress score for one day, tightest first.
Paramètres, retour & exemple (1)
Paramètres
- day · string · optionnel
  YYYY-MM-DD; default latest.
Exemple d'appel
```
{"name": "capacity_board", "arguments": {"day": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"day": "texte", "note": "texte", "count": 1, "scale": "texte", "models": [], "methodology": "texte"}}
```
capacity_headline≈ 268 tokens
Free. Capacity stress score per GPU model for the latest day, score only. Rounded score from 0 (slack) to 100 (tight) per GPU with at least two signals, tightest first, cached ten minutes. The components and their inputs are in the paid /capacity/stress and /capacity/board.
Paramètres, retour & exemple (0)
Exemple d'appel
```
{"name": "capacity_headline", "arguments": {}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"day": "texte", "count": 1, "scale": "texte", "models": [], "methodology": "texte"}}
```
capacity_history≈ 299 tokens
Paid (0.05 USDC per call). Daily capacity stress scores for one GPU model.
Paramètres, retour & exemple (3)
Paramètres
- to · string · optionnel
  YYYY-MM-DD.
- gpu · string · requis
  Normalized GPU model. Example: H100 SXM
- from · string · optionnel
  YYYY-MM-DD.
Exemple d'appel
```
{"name": "capacity_history", "arguments": {"gpu": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"gpu": "texte", "count": 1, "scale": "texte", "series": [], "methodology": "texte"}}
```
capacity_stress≈ 382 tokens
Paid (0.01 USDC per call). Capacity stress score, 0 (slack) to 100 (tight), for one GPU model on one day, with every component. Mean of the components available that day: availability (share of Shadeform and Lambda listings flagged available), ionet (deployable ÷ total units on io.net regional SKUs), supply (Vast on-demand offers vs the trailing 30-day median) and spot_ratio (hyperscaler SPOT fixing ÷ HYP fixing, 0.3 → 0 and 0.9 → 100). Each component carries its inputs.
Paramètres, retour & exemple (2)
Paramètres
- day · string · optionnel
  YYYY-MM-DD; default latest.
- gpu · string · requis
  Normalized GPU model, e.g. `H100 SXM`. Example: H100 SXM
Exemple d'appel
```
{"name": "capacity_stress", "arguments": {"gpu": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"day": "texte", "gpu": "texte", "scale": "texte", "score": 1, "components": {}, "methodology": "texte", "n_components": 1}}
```
catalog≈ 692 tokens
Free. Providers, regions, coverage window and event counts. One row per (provider, region) with raw-event coverage (instance types, events, first/last event) and legacy-history coverage (daily and monthly date ranges), plus `sources`, the legend explaining every `source` value returned by /spot/daily and /spot/monthly. Use the `region` values here verbatim in every other call.
Paramètres, retour & exemple (0)
Exemple d'appel
```
{"name": "catalog", "arguments": {}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"regions": [], "sources": {}, "price_usdc": "texte", "prices_usdc": {}, "generated_at": "texte"}}
```
gpu_index≈ 570 tokens
Paid (0.05 USDC per call). Daily USD per GPU-hour index per provider and market for one GPU model, with hyperscaler spot legs. For each snapshot day and (provider, market): number of quotes and the lowest, median, mean and highest USD per GPU-hour. Rows with provider `aws-spot` or `gcp-spot` are computed from our own spot price events for the instance family that carries the GPU (time-weighted daily bar divided by GPUs per node, per region), so the neo-cloud market and hyperscaler spot are comparable in one series. Quote history starts 2026-09-13; hyperscaler spot legs reach back to the start of our event data.
Paramètres, retour & exemple (3)
Paramètres
- to · string · optionnel
  Last day (inclusive), YYYY-MM-DD. Default: latest.
- gpu · string · requis
  Normalized GPU model from /gpu/models. Example: H100 SXM
- from · string · optionnel
  First day (inclusive), YYYY-MM-DD. Default: earliest.
Exemple d'appel
```
{"name": "gpu_index", "arguments": {"gpu": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"gpu": "texte", "note": "texte", "count": 1, "series": []}}
```
gpu_models≈ 334 tokens
Free. GPU models with rental quotes, and which providers quote them. Normalized model names (use verbatim as `gpu`), number of providers quoting each, quote counts, first/last snapshot day, the lowest observed USD per GPU-hour, and which hyperscaler spot instance families map to the model.
Paramètres, retour & exemple (0)
Exemple d'appel
```
{"name": "gpu_models", "arguments": {}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"note": "texte", "models": [], "providers": []}}
```
gpu_quotes≈ 712 tokens
Paid (0.01 USDC per call). Latest rental quotes for one GPU model across neo-clouds, marketplaces and other clouds. One row per quote in each provider's latest daily snapshot: provider, market (`ondemand`, `spot` = interruptible, `bid` = marketplace minimum bid, `secure`/`community` = RunPod tiers), GPUs in the quoted unit, USD per GPU-hour, quoted unit price, region where the provider exposes one, and provider-specific detail in `extra` (marketplace host reliability, VRAM, stock status). Sources are each provider's public price feed or page (Vast.ai: the cheapest 64 offers per model, on-demand and bid); /gpu/models lists who quotes each model. Snapshots are taken several times a day.
Paramètres, retour & exemple (3)
Paramètres
- gpu · string · requis
  Normalized GPU model from /gpu/models, e.g. `H100 SXM`, `H200`, `B200`, `A100 SXM 80GB`, `L40S`, `RTX 4090`. Example: H100 SXM
- market · string · optionnel
  Restrict to one market (`ondemand`, `spot`, `bid`, `secure`, `community`, `network`, `lease`, `executed`).
- provider · string · optionnel
  Restrict to one provider slug as listed by /gpu/models (for example `runpod`, `vast`, `lambda`).
Exemple d'appel
```
{"name": "gpu_quotes", "arguments": {"gpu": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"gpu": "texte", "note": "texte", "count": 1, "quotes": []}}
```
gpu_snapshot≈ 268 tokens
Paid (0.10 USDC per call). Every GPU model × provider × market: lowest and median USD per GPU-hour in the latest snapshot, plus hyperscaler spot per region.
Paramètres, retour & exemple (0)
Exemple d'appel
```
{"name": "gpu_snapshot", "arguments": {}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"note": "texte", "rows": [], "count": 1}}
```
health≈ 253 tokens
Free. Liveness and store readiness. Returns 200 whenever the server is up. `ready` is false while the store is still ingesting after a restart; paid endpoints answer 503 (and take no payment) until it is true.
Paramètres, retour & exemple (0)
Exemple d'appel
```
{"name": "health", "arguments": {}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"ok": true, "ready": true, "ingest": {}, "version": "texte"}}
```
index_board≈ 281 tokens
Paid (0.10 USDC per call). Every ticker's fixing for one day in one call.
Paramètres, retour & exemple (1)
Paramètres
- day · string · optionnel
  Fixing day, YYYY-MM-DD. Default: latest.
Exemple d'appel
```
{"name": "index_board", "arguments": {"day": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"day": "texte", "unit": "texte", "count": 1, "fixings": [], "methodology": "texte"}}
```
index_fixing≈ 553 tokens
Paid (0.01 USDC per call). One day's fixing for a ticker: median USD per GPU-hour of eligible quotes, with low, high and count. Quote segments (MKT, AGG, NEO, INT, EXE, HYP) fix from that day's snapshots; the default day is the latest snapshot. SPOT fixes from the full UTC day of spot events, so the default is yesterday; SPOT composites carry per-region values and spread_vs_neo. See /methodology for eligibility and aggregation.
Paramètres, retour & exemple (2)
Paramètres
- day · string · optionnel
  Fixing day, YYYY-MM-DD. Default: latest available.
- ticker · string · requis
  Ticker from /index/tickers, e.g. `CX.H100SXM.NEO` or `CX.H100SXM.SPOT.US-EAST-1`. Example: CX.H100SXM.NEO
Exemple d'appel
```
{"name": "index_fixing", "arguments": {"ticker": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"n": 1, "hi": 1, "lo": 1, "day": "texte", "gpu": "texte", "unit": "texte", "value": 1, "source": "texte", "ticker": "texte", "members": {}, "regions": [], "segment": "texte"}}
```
index_history≈ 386 tokens
Paid (0.05 USDC per call). Daily fixings for a ticker over a date range. Quote segments start 2026-09-13. SPOT tickers reach back to the start of the spot series (AWS daily from 2022-05-31 for A100, V100, T4, A10; from 2023-07 for H100), each row carrying its data source.
Paramètres, retour & exemple (3)
Paramètres
- to · string · optionnel
  Last day, YYYY-MM-DD. Default: today.
- from · string · optionnel
  First day, YYYY-MM-DD. Default: earliest.
- ticker · string · requis
  Ticker from /index/tickers. Example: CX.H100SXM.NEO
Exemple d'appel
```
{"name": "index_history", "arguments": {"ticker": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"gpu": "texte", "unit": "texte", "count": 1, "series": [], "ticker": "texte", "segment": "texte", "methodology": "texte"}}
```
index_tickers≈ 284 tokens
Free. Every index ticker, its segment and definition. Tickers are CX.<MODEL>.<SEGMENT> (for example CX.H100SXM.NEO) or CX.<MODEL>.SPOT.<REGION>. Includes the segment membership lists and the methodology version.
Paramètres, retour & exemple (0)
Exemple d'appel
```
{"name": "index_tickers", "arguments": {}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"unit": "texte", "count": 1, "tickers": [], "segments": {}, "methodology": "texte", "methodology_url": "texte"}}
```
instances≈ 487 tokens
Free. Instance types available in a region. Exact type names with per-type coverage: raw events (`events`, `first_event`, `last_event`; zero/null for types that only exist in the legacy history) and legacy history ranges (`history_daily_from/to`, `history_monthly_from/to`). Optional `prefix` narrows the list (for example `c5.` or `n2-`).
Paramètres, retour & exemple (3)
Paramètres
- prefix · string · optionnel
  Case-sensitive prefix filter on the type name.
- region · string · requis
  Region slug as listed by /catalog (for example `us-east-1` for AWS, `us-central1` for GCP, `us-east` for Azure). Azure slugs map to `eastus`, `westus2`, `westeurope`. Example: us-east-1
- provider · string · requis · aws | gcp | azure
  Cloud provider. One of `aws`, `gcp`, `azure`.
Exemple d'appel
```
{"name": "instances", "arguments": {"region": "texte", "provider": "aws"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"count": 1, "region": "texte", "provider": "texte", "instances": []}}
```
ondemand≈ 568 tokens
Paid (0.01 USDC per call). On-demand list-price history of one instance type. Change-point series: one row per day the on-demand (pay-as-you-go) hourly list price changed; `current` is the price in force. AWS: Linux, shared tenancy, from the AWS Price List API, refreshed weekly, since 2024-01 (every AWS region in /catalog). Azure: every Linux VM SKU from the public Retail Prices API, refreshed daily, since 2026-09-13 (every Azure region in /catalog). GCP: the TITANS-era series (2024 to 2026-08), not refreshed.
Paramètres, retour & exemple (3)
Paramètres
- region · string · requis
  Region slug as listed by /catalog (for example `us-east-1` for AWS, `us-central1` for GCP, `us-east` for Azure). Azure slugs map to `eastus`, `westus2`, `westeurope`. Example: us-east-1
- instance · string · requis
  Instance / machine / SKU type name exactly as listed by /instances (for example `c5.large`, `n2-standard-4`, `D2s_v5`). Example: c5.large
- provider · string · requis · aws | gcp | azure
  Cloud provider. One of `aws`, `gcp`, `azure`.
Exemple d'appel
```
{"name": "ondemand", "arguments": {"region": "texte", "instance": "texte", "provider": "aws"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"note": "texte", "count": 1, "region": "texte", "changes": [], "current": {}, "instance": "texte", "provider": "texte"}}
```
ondemand_snapshot≈ 328 tokens
Paid (0.10 USDC per call). Current on-demand list price of every instance type in a region.
Paramètres, retour & exemple (2)
Paramètres
- region · string · requis
  Region slug as listed by /catalog (for example `us-east-1` for AWS, `us-central1` for GCP, `us-east` for Azure). Azure slugs map to `eastus`, `westus2`, `westeurope`. Example: us-east-1
- provider · string · requis · aws | gcp | azure
  Cloud provider. One of `aws`, `gcp`, `azure`.
Exemple d'appel
```
{"name": "ondemand_snapshot", "arguments": {"region": "texte", "provider": "aws"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"note": "texte", "count": 1, "prices": [], "region": "texte", "provider": "texte"}}
```
reserved≈ 693 tokens
Paid (0.01 USDC per call). Reserved / reservation price history of one instance type (AWS standard RIs 1y/3y no-upfront/all-upfront; Azure reservations 1y/3y). Effective hourly USD with any upfront amortized over the term, as change-point series per `ri_type` (`ri_1y_no_upfront_standard`, `ri_1y_all_upfront_standard`, `ri_3y_no_upfront_standard`, `ri_3y_all_upfront_standard`; GCP `cud_1y`, `cud_3y`). AWS: Linux, shared tenancy, history back to 2016 for the original three regions, weekly refresh from the AWS Price List API. Azure: all-upfront reservations from the public Retail Prices API, daily, since 2026-09-13. GCP: resource-based committed-use discounts from the Cloud Billing Catalog (vCPU, RAM and GPU commitment SKUs), daily, since 2026-09-13.
Paramètres, retour & exemple (4)
Paramètres
- region · string · requis
  Region slug (for example `us-east-1`, `us-east` for Azure, `us-central1` for GCP). Example: us-east-1
- ri_type · string · optionnel · ri_1y_no_upfront_standard | ri_1y_all_upfront_standard | ri_3y_no_upfront_standard | ri_3y_all_upfront_standard | cud_1y | cud_3y
  Restrict to one ri_type.
- instance · string · requis
  Instance / machine / SKU type name exactly as listed by /instances (for example `c5.large`, `n2-standard-4`, `D2s_v5`). Example: c5.large
- provider · string · optionnel · aws | azure | gcp
  Provider: `aws` (default), `azure` or `gcp`.
Exemple d'appel
```
{"name": "reserved", "arguments": {"region": "texte", "instance": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"note": "texte", "region": "texte", "series": [], "instance": "texte", "provider": "texte"}}
```
reserved_snapshot≈ 320 tokens
Paid (0.10 USDC per call). Current reserved effective hourly price of every instance type and ri_type in a region (AWS or Azure).
Paramètres, retour & exemple (2)
Paramètres
- region · string · requis
  Region slug (for example `us-east-1`, `us-east` for Azure, `us-central1` for GCP). Example: us-east-1
- provider · string · optionnel · aws | azure | gcp
  Provider: `aws` (default), `azure` or `gcp`.
Exemple d'appel
```
{"name": "reserved_snapshot", "arguments": {"region": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"note": "texte", "count": 1, "prices": [], "region": "texte", "provider": "texte"}}
```
spot_daily≈ 875 tokens
Paid (0.05 USDC per call). Full daily history for one instance type, all eras stitched. One row per UTC day from the earliest data for the type to now. Rows dated before the type's first raw event come from the legacy history (`source` = `pauley`: measured 2022-05 to 2024-01 AWS, open/high/low/close present on days the price moved; `titans`: daily average only, 2024 to 2026). Rows from `direct_from` on are time-weighted, zone-collapsed bars from the raw event store (`source` = `direct`, same method as /spot/hourly; `avg` equals the public dashboard value). open/high/low/close are null where the source only has an average.
Paramètres, retour & exemple (5)
Paramètres
- to · string · optionnel
  End of the window (exclusive), ISO 8601 UTC. Default: now.
- from · string · optionnel
  Start of the window (inclusive), ISO 8601 UTC. Default: the earliest row for the type.
- region · string · requis
  Region slug as listed by /catalog (for example `us-east-1` for AWS, `us-central1` for GCP, `us-east` for Azure). Azure slugs map to `eastus`, `westus2`, `westeurope`. Example: us-east-1
- instance · string · requis
  Instance / machine / SKU type name exactly as listed by /instances (for example `c5.large`, `n2-standard-4`, `D2s_v5`). Example: c5.large
- provider · string · requis · aws | gcp | azure
  Cloud provider. One of `aws`, `gcp`, `azure`.
Exemple d'appel
```
{"name": "spot_daily", "arguments": {"region": "texte", "instance": "texte", "provider": "aws"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"to": "texte", "bars": [], "from": "texte", "count": 1, "zones": 1, "region": "texte", "instance": "texte", "provider": "texte", "direct_from": "texte"}}
```
spot_events≈ 761 tokens
Paid (0.01 USDC per call). Raw spot price-change events for one instance type. Every price change for the type in the window, with exact timestamp, availability zone and product (OS). Sorted by time. Repeated identical prices are dropped by default (`include_repeats=true` keeps them). Up to `limit` rows; when `truncated` is true, continue with `from` = `next_from`.
Paramètres, retour & exemple (9)
Paramètres
- az · string · optionnel
  Restrict to one availability zone / zone id (for example `use1-az1`). Default: all zones.
- to · string · optionnel
  End of the window (exclusive), ISO 8601 UTC. Default: now.
- from · string · optionnel
  Start of the window (inclusive), ISO 8601 UTC. Default: 7 days before `to`.
- limit · integer · optionnel
  Maximum rows to return (1 to 10000). Default 5000.
- region · string · requis
  Region slug as listed by /catalog (for example `us-east-1` for AWS, `us-central1` for GCP, `us-east` for Azure). Azure slugs map to `eastus`, `westus2`, `westeurope`. Example: us-east-1
- product · string · optionnel
  Restrict to one product / OS string (for example `Linux/UNIX`, `Spot`, `Linux`). Default: all.
- instance · string · requis
  Instance / machine / SKU type name exactly as listed by /instances (for example `c5.large`, `n2-standard-4`, `D2s_v5`). Example: c5.large
- provider · string · requis · aws | gcp | azure
  Cloud provider. One of `aws`, `gcp`, `azure`.
- include_repeats · boolean · optionnel
  Keep events whose price equals the previous event of the same (az, product) series. Default false.
Exemple d'appel
```
{"name": "spot_events", "arguments": {"region": "texte", "instance": "texte", "provider": "aws"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"to": "texte", "from": "texte", "count": 1, "events": [], "region": "texte", "instance": "texte", "provider": "texte", "next_from": "texte", "truncated": true}}
```
spot_hourly≈ 717 tokens
Paid (0.01 USDC per call). Hourly time-weighted OHLC bars for one instance type. Per-zone series are bucketed by UTC hour with time weighting (a price counts for as long as it was in force), then collapsed across zones: open/close/avg are the median across zones, high is the max, low is the min. Window is capped at 366 days.
Paramètres, retour & exemple (5)
Paramètres
- to · string · optionnel
  End of the window (exclusive), ISO 8601 UTC. Default: now.
- from · string · optionnel
  Start of the window (inclusive), ISO 8601 UTC. Default: 30 days before `to`.
- region · string · requis
  Region slug as listed by /catalog (for example `us-east-1` for AWS, `us-central1` for GCP, `us-east` for Azure). Azure slugs map to `eastus`, `westus2`, `westeurope`. Example: us-east-1
- instance · string · requis
  Instance / machine / SKU type name exactly as listed by /instances (for example `c5.large`, `n2-standard-4`, `D2s_v5`). Example: c5.large
- provider · string · requis · aws | gcp | azure
  Cloud provider. One of `aws`, `gcp`, `azure`.
Exemple d'appel
```
{"name": "spot_hourly", "arguments": {"region": "texte", "instance": "texte", "provider": "aws"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"to": "texte", "bars": [], "from": "texte", "count": 1, "zones": 1, "region": "texte", "instance": "texte", "provider": "texte"}}
```
spot_latest≈ 538 tokens
Paid (0.01 USDC per call). Price currently in force per zone and product for one instance type. The most recent event of every (zone, product) series of the type, with its timestamp and age. A price is only meaningful while the provider still offers the type; AWS series older than ~10 days are likely retired, GCP/Azure reprice rarely so old timestamps are normal. For every type in a region at once use /spot/snapshot.
Paramètres, retour & exemple (3)
Paramètres
- region · string · requis
  Region slug as listed by /catalog (for example `us-east-1` for AWS, `us-central1` for GCP, `us-east` for Azure). Azure slugs map to `eastus`, `westus2`, `westeurope`. Example: us-east-1
- instance · string · requis
  Instance / machine / SKU type name exactly as listed by /instances (for example `c5.large`, `n2-standard-4`, `D2s_v5`). Example: c5.large
- provider · string · requis · aws | gcp | azure
  Cloud provider. One of `aws`, `gcp`, `azure`.
Exemple d'appel
```
{"name": "spot_latest", "arguments": {"region": "texte", "instance": "texte", "provider": "aws"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"as_of": "texte", "count": 1, "prices": [], "region": "texte", "provider": "texte"}}
```
spot_monthly≈ 884 tokens
Paid (0.05 USDC per call). Full monthly history for one instance type, back to 2014 for legacy AWS types. Calendar months from the earliest data to now. `months` is the curated series: `uscisi-adjusted` months (2017 to 2022-04, AWS types with a stable correction factor, average only), then months rolled up from the daily series (`pauley`, `titans`, `direct`: `avg` = median of daily averages, open/close from the first/last day, high/low the extremes, `days` = days covered, `source` = the source covering most days). `archive` (AWS, default on) is the USC/ISI monthly dataset 2014-02 to 2023-12 as published, with open/high/low/close, for 51 legacy types: third-party, mixes OS products, provenance partly unverified; returned separately so it never silently blends into the curated series.
Paramètres, retour & exemple (6)
Paramètres
- to · string · optionnel
  Last month (inclusive), YYYY-MM-DD. Default: latest.
- from · string · optionnel
  First month (inclusive), YYYY-MM-DD (use the 1st). Default: earliest.
- region · string · requis
  Region slug as listed by /catalog (for example `us-east-1` for AWS, `us-central1` for GCP, `us-east` for Azure). Azure slugs map to `eastus`, `westus2`, `westeurope`. Example: us-east-1
- instance · string · requis
  Instance / machine / SKU type name exactly as listed by /instances (for example `c5.large`, `n2-standard-4`, `D2s_v5`). Example: c5.large
- provider · string · requis · aws | gcp | azure
  Cloud provider. One of `aws`, `gcp`, `azure`.
- include_archive · boolean · optionnel
  Include the raw USC/ISI archive rows in `archive`. Default true.
Exemple d'appel
```
{"name": "spot_monthly", "arguments": {"region": "texte", "instance": "texte", "provider": "aws"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"count": 1, "months": [], "region": "texte", "archive": [], "instance": "texte", "provider": "texte", "archive_note": "texte"}}
```
spot_snapshot≈ 472 tokens
Paid (0.10 USDC per call). Current price of every instance type, zone and product in a whole region, in one call. Bulk snapshot: the most recent event of every series in the region (about 6,000 rows for an AWS region), with timestamp and age per row. Same semantics as /spot/latest. Priced higher because one call returns the entire current price surface of the region.
Paramètres, retour & exemple (2)
Paramètres
- region · string · requis
  Region slug as listed by /catalog (for example `us-east-1` for AWS, `us-central1` for GCP, `us-east` for Azure). Azure slugs map to `eastus`, `westus2`, `westeurope`. Example: us-east-1
- provider · string · requis · aws | gcp | azure
  Cloud provider. One of `aws`, `gcp`, `azure`.
Exemple d'appel
```
{"name": "spot_snapshot", "arguments": {"region": "texte", "provider": "aws"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"as_of": "texte", "count": 1, "prices": [], "region": "texte", "provider": "texte"}}
```
status≈ 208 tokens
Free. Freshness of every data source. Per source: last successful snapshot or event, staleness in days, and the public URL it is read from. Use it to decide whether a fixing or quote is current before paying for it.
Paramètres, retour & exemple (0)
Exemple d'appel
```
{"name": "status", "arguments": {}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"ok": true, "ready": true, "sources": {}, "methodology": "texte"}}
```
term≈ 335 tokens
Paid (0.05 USDC per call). Term structure per hyperscaler for one GPU model, USD per GPU-hour: spot, on-demand, 1y, 3y. For each hyperscaler with a mapped instance family (see /gpu/models hyperscaler_spot_legs), the median across regions of each term's price divided by GPUs per node, with lo/hi across regions and the discount to on-demand. Answers "what does a committed H100 cost against spot and on-demand, per cloud". Neo-cloud commitment prices are quote-only and excluded.
Paramètres, retour & exemple (1)
Paramètres
- gpu · string · requis
  Normalized GPU model with a hyperscaler mapping, e.g. `H100 SXM`, `A100 SXM 80GB`, `L4`, `T4`. Example: H100 SXM
Exemple d'appel
```
{"name": "term", "arguments": {"gpu": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"gpu": "texte", "note": "texte", "unit": "texte", "providers": {}, "methodology": "texte"}}
```
term_instance≈ 596 tokens
Paid (0.01 USDC per call). Price ladder for one instance type: spot, on-demand, 1-year and 3-year commitments, with discounts. Current prices from our series: spot median across zones (where spot events exist), on-demand list price, and reserved/reservation terms as effective hourly with upfront amortized. `discount_pct` is relative to on-demand. AWS carries four reserved terms (1y/3y × no/all upfront), Azure two (1y/3y all upfront), GCP two resource-based committed-use terms (`cud_1y`, `cud_3y`, no upfront).
Paramètres, retour & exemple (3)
Paramètres
- region · string · requis
  Region slug as listed by /catalog (for example `us-east-1` for AWS, `us-central1` for GCP, `us-east` for Azure). Azure slugs map to `eastus`, `westus2`, `westeurope`. Example: us-east-1
- instance · string · requis
  Instance / machine / SKU type name exactly as listed by /instances (for example `c5.large`, `n2-standard-4`, `D2s_v5`). Example: c5.large
- provider · string · requis · aws | gcp | azure
  Cloud provider. One of `aws`, `gcp`, `azure`.
Exemple d'appel
```
{"name": "term_instance", "arguments": {"region": "texte", "instance": "texte", "provider": "aws"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"note": "texte", "unit": "texte", "terms": [], "region": "texte", "instance": "texte", "provider": "texte"}}
```
tokens_board≈ 309 tokens
Paid (0.10 USDC per call). Every model's input, output and blended fixing for one day, plus the frontier basket.
Paramètres, retour & exemple (1)
Paramètres
- day · string · optionnel
  YYYY-MM-DD; default latest.
Exemple d'appel
```
{"name": "tokens_board", "arguments": {"day": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"day": "texte", "unit": "texte", "count": 1, "models": [], "frontier": {}, "methodology": "texte"}}
```
tokens_fixing≈ 428 tokens
Paid (0.01 USDC per call). One day's token price fixing for a ticker such as CX.TOK.CLAUDESONNET5.IN. Median across every source and host at the standard tier (batch and free variants excluded). `.IN` and `.OUT` are input and output USD per million tokens; `.BLEND` is (3·input + output) / 4. `CX.TOK.FRONTIER.<side>` is the median across the frontier basket listed by /tokens/models.
Paramètres, retour & exemple (2)
Paramètres
- day · string · optionnel
  YYYY-MM-DD; default latest.
- ticker · string · requis
  CX.TOK.<MODELCODE>.IN | OUT | BLEND, or CX.TOK.FRONTIER.<side>. Example: CX.TOK.FRONTIER.BLEND
Exemple d'appel
```
{"name": "tokens_fixing", "arguments": {"ticker": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"n": 1, "hi": 1, "lo": 1, "day": "texte", "side": "texte", "unit": "texte", "input": 1, "model": "texte", "value": 1, "basket": [], "output": 1, "ticker": "texte"}}
```
tokens_history≈ 311 tokens
Paid (0.05 USDC per call). Daily fixings for a token ticker, from the first snapshot (2026-09-14).
Paramètres, retour & exemple (3)
Paramètres
- to · string · optionnel
  YYYY-MM-DD.
- from · string · optionnel
  YYYY-MM-DD.
- ticker · string · requis
  Token ticker. Example: CX.TOK.FRONTIER.BLEND
Exemple d'appel
```
{"name": "tokens_history", "arguments": {"ticker": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"side": "texte", "unit": "texte", "count": 1, "model": "texte", "series": [], "ticker": "texte", "methodology": "texte"}}
```
tokens_models≈ 390 tokens
Free. Every LLM with a token price fixing, its ticker codes and today's price range. Canonical model slugs (for example `claude-sonnet-5`, `gpt-6-astra`, `llama-4-maverick`), their ticker codes, how many sources and hosts list them, and the min/max input and output price seen today. Also lists the frontier basket.
Paramètres, retour & exemple (0)
Exemple d'appel
```
{"name": "tokens_models", "arguments": {}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"day": "texte", "unit": "texte", "count": 1, "fixing": "texte", "models": [], "methodology": "texte", "frontier_basket": [], "frontier_tickers": []}}
```
tokens_quotes≈ 438 tokens
Paid (0.01 USDC per call). Every listed price for one model on one day: each source and hosting provider, USD per million tokens. Rows from the OpenRouter catalog, OpenRouter per-host endpoints (Azure, Amazon Bedrock, Google, Together, DeepInfra, …), the LiteLLM price table and DeepInfra. Includes cache-read price and context length where known; variants such as batch tiers are marked in `extra.variant`.
Paramètres, retour & exemple (2)
Paramètres
- day · string · optionnel
  YYYY-MM-DD; default latest.
- model · string · requis
  Canonical model slug from /tokens/models. Example: deepseek-v3
Exemple d'appel
```
{"name": "tokens_quotes", "arguments": {"model": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"day": "texte", "code": "texte", "unit": "texte", "count": 1, "model": "texte", "quotes": []}}
```

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