GPUClouds MCP

An MCP server that provides access to GPUClouds data, allowing agents to compare GPU cloud providers for training and inference across various countries and regions.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

Community listingStreamable HTTPNo sign-inEndpoint checked 2026-11-01Published by GPUClouds

MCP endpoint (Streamable HTTP)

https://gpuclouds.fyi/mcp

Vendor documentation

What you can do with it

Compare GPU cloud providers for training and inference
List GPU cloud providers by country or region
Access GPU cloud pricing and billing information
Review GPU cloud security and vendor questions

Source and maintenance

Community listingRegistry 1.0.0

mcp-registry: io.github.pooriaarab/gpuclouds@1.0.0 Source repository

Maintenance checked: Nov 1, 2026, 7:41 AM UTC

Protocol and capabilities

Server: gpuclouds 1
MCP protocol: 2025-06-18
Tools: 6 advertised
Resources: Not advertised
Resource templates: Not advertised
Prompts: Not advertised

Server-advertised capabilities

{
  "tools": {
    "listChanged": false
  }
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

GPUClouds lists GPU cloud providers. Call list_places and list_categories first to learn the place and category slugs. Then call search_listings, and get_listing for one record. Every result has meta.attribution and meta.sources. Show the credit line, and keep the license of each source. A GPU cloud provider is a record, not an endorsement. With a service token in the Authorization header, tools/list also offers the write tools that the token's scopes allow.

Tools

6 advertised

search_listings

Advertised by the server during the last successful anonymous check.

Advertised read-only

Search published GPU cloud providers by text, place and category.

search_listings input schema

{
  "type": "object",
  "properties": {
    "q": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "Search text, with at least one letter or digit. Matches name, categories, attributes, description and place. Typos fall back to close matches."
    },
    "city": {
      "type": "string",
      "pattern": "^[a-z0-9]+(-[a-z0-9]+)*$",
      "maxLength": 100,
      "minLength": 1,
      "description": "City slug, from /places."
    },
    "sort": {
      "enum": [
        "relevance",
        "name",
        "recent"
      ],
      "type": "string",
      "description": "`relevance` needs `q` and is the default with it. `name` is the default without `q`. `recent` is newest first."
    },
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 50,
      "minimum": 1,
      "description": "Items per page."
    },
    "cursor": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "`page.nextCursor` from the previous response. Opaque. Send the same filters and `limit`."
    },
    "region": {
      "type": "string",
      "pattern": "^[a-z0-9]+(-[a-z0-9]+)*$",
      "maxLength": 100,
      "minLength": 1,
      "description": "Region slug, from /places."
    },
    "country": {
      "type": "string",
      "pattern": "^[A-Za-z]{2}$",
      "description": "ISO 3166-1 alpha-2 country code, any case. A country the directory does not cover, as listed in /places, gives 400."
    },
    "category": {
      "type": "string",
      "pattern": "^[a-z0-9]+(-[a-z0-9]+)*$",
      "maxLength": 100,
      "minLength": 1,
      "description": "Category slug, from /categories. A parent slug also matches its children."
    }
  },
  "additionalProperties": false
}

search_listings annotations

{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

get_listing

Advertised by the server during the last successful anonymous check.

Advertised read-only

Get one published GPU cloud provider by its slug.

get_listing input schema

{
  "type": "object",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string",
      "pattern": "^[a-z0-9]+(-[a-z0-9]+)*$",
      "maxLength": 100,
      "minLength": 1,
      "description": "The listing slug."
    }
  },
  "additionalProperties": false
}

get_listing annotations

{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

list_places

Advertised by the server during the last successful anonymous check.

Advertised read-only

List countries, regions and cities that have GPU cloud providers.

list_places input schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

list_places annotations

{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

list_categories

Advertised by the server during the last successful anonymous check.

Advertised read-only

List categories with their GPU cloud provider counts.

list_categories input schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

list_categories annotations

{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

get_stats

Advertised by the server during the last successful anonymous check.

Advertised read-only

Get the number of published GPU cloud providers, places and categories, and when the data last changed.

get_stats input schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

get_stats annotations

{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

list_sources

Advertised by the server during the last successful anonymous check.

Advertised read-only

List where the GPU cloud provider data comes from, with the license and refresh of each source.

list_sources input schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

list_sources annotations

{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks: 1 of 1 (100%)
Average latency: 610 ms
95th percentile latency: 610 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

Nov 1, 2026, 7:42 AM UTC · probe · passed · 610 ms · metadata changed · 6 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.

Claude Code configuration

claude mcp add --transport http gpuclouds-mcp https://gpuclouds.fyi/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).

Codex configuration

codex mcp add gpuclouds-mcp --url https://gpuclouds.fyi/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable gpuclouds-mcp in your MCP settings.

Cursor configuration

{
  "mcpServers": {
    "gpuclouds-mcp": {
      "url": "https://gpuclouds.fyi/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).

Cline configuration

{
  "mcpServers": {
    "gpuclouds-mcp": {
      "type": "streamableHttp",
      "url": "https://gpuclouds.fyi/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start gpuclouds-mcp and inspect its tools.

VS Code configuration

{
  "servers": {
    "gpuclouds-mcp": {
      "type": "http",
      "url": "https://gpuclouds.fyi/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.

Gemini CLI configuration

gemini mcp add --transport http gpuclouds-mcp https://gpuclouds.fyi/mcp

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.

Claude Desktop configuration

{
  "mcpServers": {
    "gpuclouds-mcp": {
      "url": "https://gpuclouds.fyi/mcp"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.

Windsurf configuration

{
  "mcpServers": {
    "gpuclouds-mcp": {
      "serverUrl": "https://gpuclouds.fyi/mcp"
    }
  }
}

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GPUClouds MCP

Endpoint and access

What you can do with it

Source and maintenance

Protocol and capabilities

Server-provided instructions

Tools

Prompts

Resources

30-day availability

Maintenance history

Connect from your client

Claude Code

Codex

Cursor

Cline

VS Code

Gemini CLI

Claude Desktop

Windsurf

Let your agent find its tools

Other cloud and infrastructure servers