How do I connect an AI agent to Liquid Compute GPU test?

Use the MCP streamable HTTP endpoint https://api.liquidcompute.co/mcp.

Catalog › com.liquidcompute/gcat

Is Liquid Compute GPU test reliable?

Private (key required) Liquid Compute GPU test answers but requires credentials, so Faceabot cannot test it anonymously. It is not counted as failing.

Last check: 2026-10-15 21:30 UTC · answered in 2607 ms · remote (no install)

En français : Accès privé (clé requise). Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

Run GPU acceptance tests on your NVIDIA GPU nodes over SSH: DCGM, GEMM, HBM/PCIe bandwidth, NCCL.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.0.1 · publisher website

Connect your agent

{
  "mcpServers": {
    "gcat": {
      "url": "https://api.liquidcompute.co/mcp"
    }
  }
}

Or ask Faceabot first: MCP tool check_reliability {"id":"com.liquidcompute/gcat"} on https://faceabot.com/api/mcp.

Does it actually do the job?

Not tested with a real task yet. Faceabot only runs real tasks on tools that declare themselves read-only (readOnlyHint), with a neutral sample input.

Faceabot measurements

When	Answers	Real task	Latency
2026-10-15 21:30 UTC	❌ auth_required		2607 ms

Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

Publisher of Liquid Compute GPU test?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/com.liquidcompute/gcat.svg)](https://faceabot.com/tools/com.liquidcompute/gcat)

Data in JSON: /api/catalog?id=com.liquidcompute/gcat · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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