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List public datasets

koskamo_list_datasets
Read-onlyIdempotent

List public Koskamo datasets an agent may retrieve from.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
datasetsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedOutput schema / properties / datasets / items / properties / managedBy
      Added value: +{
      +  "description": "Documents mirror another Koskamo system of record and change only there; API revisions are refused",
      +  "enum": [
      +    "mcp-directory"
      +  ],
      +  "type": "string"
      +}
  2. First observed

TDQS

A3.6/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, openWorldHint and destructiveHint=false, so the safety profile is covered. The description adds that only public (not private) datasets are returned, which is genuine scoping context, but says nothing about result size or pagination for an open-world listing.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single compact sentence that is front-loaded with the key verb and resource. The trailing 'an agent may retrieve from' clause is slightly awkward but carries the only usage signal present.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, the description need not document return values, and with zero parameters there is nothing further to specify. It is nearly complete for a simple listing tool, missing only explicit linkage to the retrieval sibling.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool takes zero parameters, so the baseline of 4 applies. Nothing in the description is needed to explain parameter usage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a clear verb (List) and resource (public Koskamo datasets), so the operation is unambiguous. It does not differentiate itself from siblings like koskamo_list_revisions, though none of the siblings overlaps directly with listing datasets.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The phrase 'an agent may retrieve from' implies this is a discovery step preceding koskamo_retrieve, but that relationship is only hinted at rather than stated. There is no explicit when-to-use or when-not-to-use guidance.

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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