List deployments
deepinfra_list_deploymentsList the account's dedicated deployments. DeepInfra REST: GET /deploy/list.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| status | No | Comma-separated statuses to filter by, e.g. 'running,initializing'. |
deepinfra_list_deploymentsList the account's dedicated deployments. DeepInfra REST: GET /deploy/list.
| Name | Required | Description | Default |
|---|---|---|---|
| status | No | Comma-separated statuses to filter by, e.g. 'running,initializing'. |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
readOnlyHint=true already tells the agent this is a safe read, so the bar is lowered. The description adds the REST endpoint mapping and implies the listing is scoped to the whole account, but says nothing about pagination, result size, or auth requirements.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two short sentences, purpose front-loaded, no filler. The REST endpoint note is arguably redundant but is compact and aids mapping to the underlying API.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a simple read-only list with full schema coverage and annotations, this is minimally adequate. With no output schema, the description could say what a deployment record contains or whether the list is paginated, and it does not.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100% and the single optional 'status' filter is already documented in the schema with a concrete example. The description adds no syntax or default behavior beyond the schema, so the baseline 3 applies.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
Clearly states a specific verb and resource: 'List the account's dedicated deployments.' The scoping word 'account's' plus 'dedicated deployments' distinguishes it from deepinfra_list_models and deepinfra_get_deployment without naming either sibling explicitly.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance on when to use this versus deepinfra_get_deployment (single) or the other list tools. The only usage hint, filtering by status, lives in the schema, not the description.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
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