list_datasets
List the datasets kept on your account, newest first. Needs an API key.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| cursor | No | next_cursor from the previous page |
List the datasets kept on your account, newest first. Needs an API key.
| Name | Required | Description | Default |
|---|---|---|---|
| cursor | No | next_cursor from the previous page |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full burden. It usefully discloses the auth requirement and the sort order ('newest first'), which an agent cannot get from the schema, but it says nothing about pagination behavior despite the tool being cursor-paginated, nor about result size or rate limits.
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, no waste, and the core purpose is front-loaded ahead of the auth caveat.
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 one-parameter list tool with no output schema, the description covers scope, ordering, and auth. The only real omission is any mention of pagination, which matters because a cursor parameter exists.
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 description coverage is 100% (the single cursor parameter is documented as 'next_cursor from the previous page'), so the parameter is already explained. The description adds nothing about the cursor or paging, which is the baseline 3 case.
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?
States a specific verb and resource ('List the datasets') plus the account scope and ordering ('newest first'), which naturally separates it from get_dataset (singular) and delete_dataset. It never names a sibling explicitly, so differentiation is inferred rather than stated.
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?
The only usage-adjacent information is the prerequisite 'Needs an API key.' There is no guidance on when to use this versus get_dataset or the other siblings, and no condition that would route the agent elsewhere.
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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