# GPUQuant AI Infrastructure (remote · gpuquant.com)

Search AI infrastructure, inspect facility evidence and explore sourced company relationships.

- Trust score: 83/100 (high trust)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-10-16

## Components

- remote · `gpuquant.com`: 83/100 (this document), [markdown](https://verifymcp.io/servers/com-gpuquant-infrastructure/api-mcp.md), [page](https://verifymcp.io/servers/com-gpuquant-infrastructure/api-mcp)

## Channel facts

- Endpoint: `https://gpuquant.com/api/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.1`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-10-16.

- **Endpoint Security**: 80/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 63/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 244 tokens (~81/item across 3 items; 3 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 100/100
  - No destabilizing schema changes in the last 30 days.
- **Tool Coverage**: 67/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 3 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## Install

### How do I install the GPUQuant AI Infrastructure MCP server?

GPUQuant AI Infrastructure is a hosted endpoint at https://gpuquant.com/api/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http com-gpuquant-infrastructure 'https://gpuquant.com/api/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "com-gpuquant-infrastructure": {
      "url": "https://gpuquant.com/api/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "com-gpuquant-infrastructure": {
      "type": "http",
      "url": "https://gpuquant.com/api/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.com-gpuquant-infrastructure]
url = "https://gpuquant.com/api/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-gpuquant-infrastructure": {
      "type": "remote",
      "url": "https://gpuquant.com/api/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-gpuquant-infrastructure --url 'https://gpuquant.com/api/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-gpuquant-infrastructure:
    url: "https://gpuquant.com/api/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "com-gpuquant-infrastructure": {
      "Transport": "http",
      "Url": "https://gpuquant.com/api/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add com-gpuquant-infrastructure -t streamable-http -u 'https://gpuquant.com/api/mcp'
```

### Other

```json
{
  "mcpServers": {
    "com-gpuquant-infrastructure": {
      "type": "http",
      "url": "https://gpuquant.com/api/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-10-13 (score 83, +1)

- [security] Stability: 0.97 → pass

### 2026-10-12 (score 82, +1)

No change was recorded against any check on this day. Stability & Change Management went from 90 to 97. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-10 (score 81, +1)

No change was recorded against any check on this day. Stability & Change Management went from 80 to 90. That category is still filling its 30-day observation window: 24 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-07 (score 80, +1)

No change was recorded against any check on this day. Stability & Change Management went from 77 to 80. That category is still filling its 30-day observation window: 23 days of observed history at the previous scan, 24 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-04 (score 79, +1)

No change was recorded against any check on this day. Stability & Change Management went from 67 to 70. That category is still filling its 30-day observation window: 20 days of observed history at the previous scan, 21 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-02 (score 78, +1)

No change was recorded against any check on this day. Stability & Change Management went from 60 to 63. That category is still filling its 30-day observation window: 18 days of observed history at the previous scan, 19 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-30 (score 77, +1)

No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-28 (score 76, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

## MCP tools (3)

### `search_infrastructure` (~70 tokens)

Search infrastructure

Search published facility and company names, slugs, operators, localities, and country codes. Literal text search with bounded pagination; no arbitrary SQL or URL fetching.

Input parameters:

- `kind` (string)
- `limit` (integer)
- `offset` (integer)
- `query` (string, required)

### `get_facility` (~53 tokens)

Get facility evidence

Read one published facility by slug, including canonical URL, sourced facts, and actual verification date. At most 20 source links; no quotes, imagery, geometry, or market series.

Input parameters:

- `slug` (string, required)

### `get_company` (~72 tokens)

Get company relationships

Read a company and a page of published supplier, customer, ownership, investment, or facility relationships. Company verification dates are unknown. Each upstream relationship category is capped at 500.

Input parameters:

- `limit` (integer)
- `offset` (integer)
- `relationship` (string)
- `slug` (string, required)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/com-gpuquant-infrastructure/api-mcp#diagnostics

## Score history

- 2026-10-16: 83
- 2026-10-15: 83
- 2026-10-14: 83
- 2026-10-13: 83
- 2026-10-12: 82
- 2026-10-10: 81
- 2026-10-07: 80
- 2026-10-06: 79
- 2026-10-04: 79
- 2026-10-03: 78
- 2026-10-02: 78
- 2026-10-01: 77
- 2026-09-30: 77
- 2026-09-29: 76
- 2026-09-28: 76
- 2026-09-27: 75
- 2026-09-26: 75
- 2026-09-25: 74
- 2026-09-24: 74
- 2026-09-23: 73
- 2026-09-22: 73
- 2026-09-21: 72
- 2026-09-20: 72
- 2026-09-19: 72
- 2026-09-18: 71
- 2026-09-17: 71
- 2026-09-16: 70
- 2026-09-15: 70
- 2026-09-14: 69
- 2026-09-13: 69

## Common questions

### What is the GPUQuant AI Infrastructure MCP server?

GPUQuant AI Infrastructure is an MCP server listed in the public MCP registry as com.gpuquant/infrastructure. Search AI infrastructure, inspect facility evidence and explore sourced company relationships. This page covers its hosted endpoint (https://gpuquant.com/api/mcp).

### Is the GPUQuant AI Infrastructure MCP server safe to use?

GPUQuant AI Infrastructure scores 83 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the GPUQuant AI Infrastructure MCP server expose?

GPUQuant AI Infrastructure exposes 3 tools: search_infrastructure, get_facility, get_company. Their descriptions and schemas cost roughly 195 tokens of context every time the server is loaded.

### Does the GPUQuant AI Infrastructure MCP server require authentication?

No. We connected to GPUQuant AI Infrastructure without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the GPUQuant AI Infrastructure MCP server still maintained?

GPUQuant AI Infrastructure is still listed as active in the MCP registry. We last reached this channel on 16 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://gpuquant.com/api/mcp
- Repository: https://github.com/gpuquant/mcp
- Website: https://gpuquant.com/mcp
- Changelog RSS feed: https://verifymcp.io/servers/com-gpuquant-infrastructure/api-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-gpuquant-infrastructure/api-mcp.json
- HTML version of this page: https://verifymcp.io/servers/com-gpuquant-infrastructure/api-mcp