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list_ecosystem

Discover other CKG packages for adjacent domains — finance, healthcare, legal, and more.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

There are no annotations, so the description carries the full burden of behavioral disclosure. 'Discover' implies a read-only exploration action and the absence of parameters suggests a simple listing, but it does not explicitly state that the tool returns a list, is non-mutating, or requires no auth. For a zero-parameter listed operation this is minimally adequate, though not richly transparent.

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

Conciseness5/5

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

The description is a single, front-loaded sentence with no filler. It states the action, the resource, the scope, and gives concrete examples of adjacent domains. Every word earns its place.

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

Completeness3/5

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

For a simple zero-parameter tool with an output schema, the description is mostly complete: it communicates the purpose and the domain focus. However, it does not clarify what 'other' is relative to, and it gives no hint about when to prefer this tool over sibling tools. The presence of an output schema reduces the need to explain return values, but the missing usage guidance keeps this from being fully complete.

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 has zero parameters and the schema coverage is 100%, so the schema already fully describes all inputs. The description does not need to add parameter semantics. The baseline of 4 for a zero-parameter tool is appropriate.

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?

The description uses a specific verb, 'Discover', and identifies the resource as 'other CKG packages' with a clear scope: adjacent domains such as finance, healthcare, and legal. This makes the tool's purpose reasonably clear and helps distinguish it from siblings like list_domains, which likely lists domains rather than packages. It could be slightly more direct by saying 'List', but it is not vague or tautological.

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

Usage Guidelines2/5

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

The description gives no guidance on when to use this tool versus alternatives such as list_domains, query_ckg, or search_concepts. It does not mention any exclusions, prerequisites, or conditions that would route an agent to this tool over a sibling. Usage context is only implied by the tool's name and the phrase 'adjacent domains'.

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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