List OCI GPU shapes with pricing. Filter by GPU model (A10, A100, H100, H200, L40S, MI300X) or use case (inference, training).
AI agents call list_gpu_shapes to retrieve information from Cloud Cost MCP without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
The tool performs a read-only operation to retrieve and display pricing information for GPU shapes from OCI. It allows filtering and comparison but does not execute code, modify infrastructure, delete data, or commit financial obligations. The blast radius of misuse is minimal—an agent could retrieve information but cannot directly provision resources, delete anything, or incur charges without additional tools.
From the tool's definition Tool description states 'List OCI GPU shapes with pricing' and 'Filter by GPU model... or use case'. These are query/retrieval operations with no modification or execution capabilities.
Attacks that exploit this kind of access
List OCI GPU shapes with pricing. Filter by GPU model (A10, A100, H100, H200, L40S, MI300X) or use case (inference, training). It is categorised as a Read tool in the Cloud Cost MCP MCP Server, which means it retrieves data without modifying state.
Register the Cloud Cost MCP server in PolicyLayer and add a rule for list_gpu_shapes: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Cloud Cost MCP. Nothing to install.
list_gpu_shapes is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the list_gpu_shapes rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for list_gpu_shapes. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
list_gpu_shapes is provided by the Cloud Cost MCP server (jasonwilbur/cloud-cost-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
Teams ship this data inside their own products. See what a licence covers →