GPUvec

Reliability

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "gpuvec": {
      "type": "http",
      "url": "https://gpuvec.com/mcp"
    }
  }
}

9 tools

• list_accelerators

  List recorded accelerator specifications, with units, field provenance and unknowns. At most 50 per page.

• get_accelerator

  Get one exact accelerator model or canonical slug. Unknown models are errors, not guessed specifications.

• compare_accelerators

  Compare 2–4 distinct exact models side by side; no invented performance score or compatibility ranking.

• list_providers

  List GPU compute services with field-scoped official provenance, independent of priced offers and live stock.

• find_offers

  Find recorded offers with bounded price/count/VRAM filters. Unknown units, scope or counts never pass numeric filters. Billing is a case-insensitive substring; availability is recorded, not live.

• list_price_history

  Read actual approved GPU price observations, newest first. UTC dates filter capture time; distinct configurations are not one price trend.

• compute_capability

  Retrieve source-backed NVIDIA CUDA hardware compute capability context; non-CUDA is not assigned a CC. No toolkit/framework guarantee.

• estimate_qdrant

  Calculate deterministic Qdrant capacity using the site's shared real engine. KiB inputs, byte outputs; not measured capacity or QPS sizing.

• list_qdrant_pricing

  List dated official managed Cloud package quotes, not live prices or hardware recommendations.

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