Google Cloud MCP Cloud

Query Compute Engine, GKE, Cloud Run, Cloud Storage and Cloud Logging in your Google Cloud projects.

2 credits / tool call

Quick start

Add a Google Cloud connection with the settings below, then click Test configuration.
Create an API key for your agent.
Paste the key below, click Test endpoint, and copy the configuration for your platform.

Endpoint	`https://market.oshaani.com/gcp` (your default connection) or `https://market.oshaani.com/gcp/<connection-id>`
Transport	Streamable HTTP (stateless, JSON responses). MCP protocol versions 2024-11-05 to 2025-11-25 and 2026-07-28.
Authentication	`Authorization: Bearer <API key>`, using a key from the API keys page.

Agent configuration

Endpoint The default URL uses your organisation's default Google Cloud connection; a URL with an ID pins one connection.

API key

Get a key

The key is filled into the snippets below. It stays in this page and is only sent with the test request.

Runs initialize and tools/list against the endpoint, exactly like an agent. No credits are charged.

Any MCP client that supports remote (Streamable HTTP) servers with custom headers.

{
  "name": "gcp",
  "transport": "streamable-http",
  "url": "https://market.oshaani.com/gcp",
  "headers": {
    "Authorization": "Bearer YOUR_API_KEY"
  }
}

~/.cursor/mcp.json (all projects) or .cursor/mcp.json in a project.

{
  "mcpServers": {
    "gcp": {
      "url": "https://market.oshaani.com/gcp",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}

Settings > Developer > Edit Config (claude_desktop_config.json). Uses the mcp-remote bridge; needs Node.js.

{
  "mcpServers": {
    "gcp": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://market.oshaani.com/gcp",
        "--header",
        "Authorization:${AUTH_HEADER}"
      ],
      "env": {
        "AUTH_HEADER": "Bearer YOUR_API_KEY"
      }
    }
  }
}

Run in your terminal, or put the JSON in .mcp.json at the project root.

claude mcp add --transport http gcp https://market.oshaani.com/gcp \
  --header "Authorization: Bearer YOUR_API_KEY"

# .mcp.json
{
  "mcpServers": {
    "gcp": {
      "type": "http",
      "url": "https://market.oshaani.com/gcp",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}

.vscode/mcp.json (GitHub Copilot agent mode). VS Code prompts for the key once and stores it securely.

{
  "inputs": [
    {
      "type": "promptString",
      "id": "oshaani-mcp-key",
      "description": "oshaani MCP Marketplace API key",
      "password": true
    }
  ],
  "servers": {
    "gcp": {
      "type": "http",
      "url": "https://market.oshaani.com/gcp",
      "headers": {
        "Authorization": "Bearer ${input:oshaani-mcp-key}"
      }
    }
  }
}

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "gcp": {
      "serverUrl": "https://market.oshaani.com/gcp",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}

Responses API remote MCP tool (Python SDK).

from openai import OpenAI

client = OpenAI()
response = client.responses.create(
    model="gpt-4.1",
    tools=[{
        "type": "mcp",
        "server_label": "gcp",
        "server_url": "https://market.oshaani.com/gcp",
        "headers": {"Authorization": "Bearer YOUR_API_KEY"},
        "require_approval": "never",  # or "always" to approve each tool call
    }],
    input="What can you do with these tools?",
)
print(response.output_text)

Messages API MCP connector (Python SDK).

import anthropic

client = anthropic.Anthropic()
response = client.beta.messages.create(
    model="claude-sonnet-4-5",
    max_tokens=1024,
    messages=[{"role": "user", "content": "What can you do with these tools?"}],
    mcp_servers=[{
        "type": "url",
        "url": "https://market.oshaani.com/gcp",
        "name": "gcp",
        "authorization_token": "YOUR_API_KEY",
    }],
    betas=["mcp-client-2025-04-04"],
)
print(response.content)

Official MCP Python SDK 2.x (pip install mcp); works inside any agent framework.

import asyncio

from mcp import ClientSession
from mcp.client.streamable_http import create_mcp_http_client, streamable_http_client


async def main():
    headers = {"Authorization": "Bearer YOUR_API_KEY"}
    async with create_mcp_http_client(headers=headers) as http:
        async with streamable_http_client("https://market.oshaani.com/gcp", http_client=http) as (read, write, *_):
            async with ClientSession(read, write) as session:
                await session.initialize()
                tools = await session.list_tools()
                print([tool.name for tool in tools.tools])


asyncio.run(main())

Quick check from a terminal: lists the tools without charging credits.

curl -s https://market.oshaani.com/gcp \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -H "Accept: application/json, text/event-stream" \
  -H "MCP-Protocol-Version: 2025-06-18" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

Connection settings

Entered once per connection on market.oshaani.com. Secrets are encrypted and never shown again or sent to agents.

Setting	Type	Description
Service account JSON key `service_account_key` required secret	string	IAM > Service accounts > Keys > Add key > JSON. Grant the account Viewer and Logs Viewer roles.
Default project ID `project_id`	string	Defaults to the project of the key pattern ^[a-z][a-z0-9-]{4,28}[a-z0-9]$
Default region `default_region`	string default "us-central1"	Used by Cloud Run tools pattern ^[a-z]+-[a-z]+\d+$

Tools (6)

`list_instances` read-only

List Compute Engine VM instances across all zones

Argument	Type	Description
`filter`	string	Compute filter, e.g. 'status = RUNNING' or 'labels.env = prod'
`max_results`	integer default 100	min 1, max 500
`project_id`	string	Project ID; defaults to the connection's project pattern ^[a-z][a-z0-9-]{4,28}[a-z0-9]$

`list_gke_clusters` read-only

List GKE (Kubernetes) clusters with version, node pools and status

Argument	Type	Description
`location`	string default "-"	Region or zone, or '-' for all pattern ^[a-z0-9-]+$\|^-$
`project_id`	string	Project ID; defaults to the connection's project pattern ^[a-z][a-z0-9-]{4,28}[a-z0-9]$

`list_cloud_run_services` read-only

List Cloud Run services in a region with their URL and latest revision

Argument	Type	Description
`region`	string	pattern ^[a-z]+-[a-z]+\d+$
`project_id`	string	Project ID; defaults to the connection's project pattern ^[a-z][a-z0-9-]{4,28}[a-z0-9]$

`list_buckets` read-only

List Cloud Storage buckets

Argument	Type	Description
`project_id`	string	Project ID; defaults to the connection's project pattern ^[a-z][a-z0-9-]{4,28}[a-z0-9]$

`list_objects` read-only

List objects in a Cloud Storage bucket under an optional prefix

Argument	Type	Description
`bucket` required	string	pattern ^[a-z0-9][a-z0-9._-]{1,220}[a-z0-9]$
`prefix`	string default ""
`max_results`	integer default 100	min 1, max 1000

`query_logs` read-only

Search Cloud Logging entries, newest first

Argument	Type	Description
`filter`	string default "severity>=ERROR"	Logging filter, e.g. 'severity>=ERROR AND resource.type="cloud_run_revision"'
`minutes`	integer default 60	Look back this many minutes min 1, max 43200
`limit`	integer default 100	min 1, max 1000
`project_id`	string	Project ID; defaults to the connection's project pattern ^[a-z][a-z0-9-]{4,28}[a-z0-9]$

Billing & errors

Each successful tool call costs 2 oshaani.com credits. initialize, tools/list, failed calls and timeouts are free.

JSON-RPC code	Meaning
`-32054` (HTTP 401)	Missing, unknown or revoked API key
`-32053` (HTTP 404)	No Google Cloud connection configured for your organisation, or the connection ID is wrong
`-32055` (HTTP 403)	Connection disabled or origin not allowed
`-32052` (HTTP 429)	Rate limit reached; retry after a minute
`-32050`	Not enough oshaani.com credits for the call
`-32051`	Billing temporarily unavailable; the call was not run

Errors from Google Cloud itself (bad IDs, permissions) come back as tool results with isError: true so the agent can read and correct them. See the Google Cloud API documentation.

Google Cloud MCP Cloud

Quick start

Agent configuration

Connection settings

Tools (6)

list_instances read-only

list_gke_clusters read-only

list_cloud_run_services read-only

list_buckets read-only

list_objects read-only

query_logs read-only