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Find GPU sellers for AI inference by model, cheapest first; pay per call with x402 (USDC on Base).

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Status
Unhealthy
Uptime
7.7% over 23 days
Last Tested
Transport
Streamable HTTP
URL

TDQS

B3.4/5.0

Scored across 2 tools

Disambiguation4/5

find_provider is a search across sellers for a model, while get_pricing drills into all offers from one seller, so the boundaries are reasonably clear. However both return overlapping pricing fields (priceUsdPerCall, maxTokensCap), which could leave an agent unsure when get_pricing is actually needed.

Naming Consistency4/5

Both names are snake_case verb_noun (find_provider, get_pricing), a predictable pattern. Minor deviation: the verb changes from find to get and the noun shifts from entity (provider) to concept (pricing), but this is readable and consistent in style.

Tool Count3/5

Two tools is thin for what appears to be a model-provider marketplace with payments, seller health, and pooling. Discovery plus per-seller detail covers the core lookup flow, but the surface feels minimal for the described scope.

Completeness3/5

find_provider covers seller discovery, pricing, health (probeScore), and pool fallback, but there is no tool to enumerate available models, check account/balance or payment status, or list sellers independently. These are notable gaps an agent may hit before transacting.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updates
    • First observedfind_provider
    • First observedget_pricing

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