# FastGPU (remote · fastgpu.co)

Compare live GPU cloud rental prices and match workloads to the cheapest provider.

- Trust score: 82/100 (high trust)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-20

## Components

- remote · `fastgpu.co`: 82/100 (this document), [markdown](https://verifymcp.io/servers/co-fastgpu-fastgpu/api-mcp.md), [page](https://verifymcp.io/servers/co-fastgpu-fastgpu/api-mcp)

## Channel facts

- Endpoint: `https://fastgpu.co/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 2026-09-20.

- **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**: 62/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 466 tokens (~233/item across 2 items; 2 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 80/100
  - Stability observed for 24 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 2 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 3 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the FastGPU MCP server?

FastGPU is a hosted endpoint at https://fastgpu.co/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 co-fastgpu-fastgpu 'https://fastgpu.co/api/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "co-fastgpu-fastgpu": {
      "url": "https://fastgpu.co/api/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "co-fastgpu-fastgpu": {
      "type": "http",
      "url": "https://fastgpu.co/api/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.co-fastgpu-fastgpu]
url = "https://fastgpu.co/api/mcp"
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add co-fastgpu-fastgpu --url 'https://fastgpu.co/api/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  co-fastgpu-fastgpu:
    url: "https://fastgpu.co/api/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "co-fastgpu-fastgpu": {
      "Transport": "http",
      "Url": "https://fastgpu.co/api/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add co-fastgpu-fastgpu -t streamable-http -u 'https://fastgpu.co/api/mcp'
```

### Other

```json
{
  "mcpServers": {
    "co-fastgpu-fastgpu": {
      "type": "http",
      "url": "https://fastgpu.co/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.

### 2026-09-19 (score 82, +1)

No change was recorded against any check on this day. Stability & Change Management went from 73 to 77. That category is still filling its 30-day observation window: 22 days of observed history at the previous scan, 23 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-16 (score 81, +1)

No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-14 (score 80, +1)

No change was recorded against any check on this day. Stability & Change Management went from 57 to 60. That category is still filling its 30-day observation window: 17 days of observed history at the previous scan, 18 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-12 (score 79, +1)

No change was recorded against any check on this day. Stability & Change Management went from 50 to 53. That category is still filling its 30-day observation window: 15 days of observed history at the previous scan, 16 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-11 (score 78, 0)

- [cosmetic] “match_workload” reworded the description of “gpu_count”

### 2026-09-10 (score 78, +1)

No change was recorded against any check on this day. Stability & Change Management went from 43 to 47. That category is still filling its 30-day observation window: 13 days of observed history at the previous scan, 14 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-07 (score 77, +1)

No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-05 (score 76, +1)

No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.

## MCP tools (2)

### `list_gpu_prices` (~72 tokens)

List cheapest GPU prices

One entry per GPU model with the current cheapest live rental price across the whole market (RunPod, Vast.ai, Lambda, hyperscalers and more). No key required. Use this to compare GPU prices.

Input parameters:

- `tier` (string): Filter by tier.
- `vendor` (string): Filter by GPU vendor.

Output parameters:

- `count` (integer)
- `gpus` (array)
- `stale` (boolean)
- `updated_at` (string|null)

### `match_workload` (~361 tokens)

Match a workload to the cheapest GPU

The routing DECISION: describe a job (a model, size, or GPU need) and get the ranked, reasoned recommendation for the cheapest place to run it across the live market, with the required VRAM, GPU count, effective $/hr, and how much cheaper it is than a hyperscaler. No key required. Results mirror the site and apply a small, disclosed partner tie-break between otherwise-equal offers (each match reports partner true/false).

Input parameters:

- `budget_usd_hr` (number): Only recommend configs at or under this hourly budget.
- `gpu_count` (integer): Exact positive GPU count. Overrides a count in query text. Returns no matches if no supported configuration fits; omit for automatic sizing.
- `model` (string): Open model name to size against, e.g. "Llama 3 70B", "Qwen 72B", "Mixtral".
- `params_b` (number): Model size in billions of parameters when no exact model is named.
- `precision` (string): Numeric precision to size the model at.
- `query` (string): Plain-language job, e.g. "cheapest to serve Llama 3 70B" or "2x H100 for fine-tuning". Provide this OR a structured spec below.
- `region` (string): Restrict to a data-residency region.
- `reserved` (string): Set true to include reserved / committed-term capacity for a lower rate.
- `spot` (string): Set true to include interruptible spot capacity for a cheaper rate.
- `task` (string): What the job does.
- `vram_gb` (integer): Rough VRAM the job needs, in GB, if you already know it.

Output parameters:

- `count` (integer)
- `hero` (object|null)
- `matches` (array)
- `stale` (boolean)
- `updated_at` (string|null)
- `workload` (object)

## Diagnostics

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

## Score history

- 2026-09-20: 82
- 2026-09-19: 82
- 2026-09-18: 81
- 2026-09-17: 81
- 2026-09-16: 81
- 2026-09-15: 80
- 2026-09-14: 80
- 2026-09-13: 79
- 2026-09-12: 79
- 2026-09-11: 78
- 2026-09-10: 78
- 2026-09-09: 77
- 2026-09-08: 77
- 2026-09-07: 77
- 2026-09-06: 76
- 2026-09-05: 76
- 2026-09-04: 75
- 2026-09-03: 75
- 2026-09-02: 74
- 2026-09-01: 74
- 2026-08-31: 73
- 2026-08-30: 73
- 2026-08-29: 72
- 2026-08-28: 72
- 2026-08-27: 71

## Common questions

### What is the FastGPU MCP server?

FastGPU is an MCP server listed in the public MCP registry as co.fastgpu/fastgpu. Compare live GPU cloud rental prices and match workloads to the cheapest provider. This page covers its hosted endpoint (https://fastgpu.co/api/mcp).

### Is the FastGPU MCP server safe to use?

FastGPU scores 82 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 FastGPU MCP server expose?

FastGPU exposes 2 tools: list_gpu_prices, match_workload. Their descriptions and schemas cost roughly 433 tokens of context every time the server is loaded.

### Does the FastGPU MCP server require authentication?

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

### Is the FastGPU MCP server still maintained?

FastGPU is still listed as active in the MCP registry. We last reached this channel on 20 September 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://fastgpu.co/api/mcp
- Website: https://fastgpu.co/?utm_source=mcp-registry&utm_medium=listing&utm_campaign=mcp-dist-aug26
- Changelog RSS feed: https://verifymcp.io/servers/co-fastgpu-fastgpu/api-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/co-fastgpu-fastgpu/api-mcp.json
- HTML version of this page: https://verifymcp.io/servers/co-fastgpu-fastgpu/api-mcp