# com.googleapis.compute/mcp: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.googleapis.compute%2Fmcp/versions/latest)
- Connected to: https://compute.googleapis.com/mcp
- Scoring rules: v2
- Tools: 29
- Average: 61.9 / 100 (Cloudy)
- Near-identical pairs: 21

This page shows how com.googleapis.compute/mcp's tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Minor: 29 tools. Above 25, models start to tell tools apart less well.
- Minor: 21 pairs with nearly the same description in all; the top 12 are shown.
- Minor: The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.

## Tools

- `list_images`: 52 / 100
- `list_instance_templates`: 52 / 100
- `list_commitments`: 55 / 100
- `list_disks`: 55 / 100
- `list_instance_group_managers`: 55 / 100
- `list_instances`: 55 / 100
- `list_managed_instances`: 55 / 100
- `list_reservations`: 55 / 100
- `list_snapshots`: 55 / 100
- `get_commitment_basic_info`: 58 / 100
- `get_disk_basic_info`: 58 / 100
- `get_disk_performance_config`: 58 / 100
- `get_instance_basic_info`: 58 / 100
- `get_instance_group_manager_basic_info`: 58 / 100
- `get_instance_template_basic_info`: 58 / 100
- `get_reservation_basic_info`: 58 / 100
- `get_zone_operation`: 58 / 100
- `get_instance_template_properties`: 63 / 100
- `list_accelerator_types`: 65 / 100
  - Minor: The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.
- `list_machine_types`: 65 / 100
  - Minor: The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.
- `list_commitment_reservations`: 67 / 100
- `list_instance_attached_disks`: 67 / 100
- `get_reservation_details`: 70 / 100
- `reset_instance`: 72 / 100
- `set_instance_machine_type`: 72 / 100
- `start_instance`: 72 / 100
- `stop_instance`: 72 / 100
- `delete_instance`: 75 / 100
- `create_instance`: 81 / 100

Is your server listed here and you would rather it were not? Email support@forecall.dev, and we will take it off within 7 days.

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