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Find niches

niche_search
Read-onlyIdempotent

Catalog niches by words (any language), id or path, with creator pools per language. Free; offer selectable ones to save.

Input Schema

NameRequiredDescriptionDefault
qYesWords, id or path
limitNo1-20, default 10
languageNoISO 639-1; pass if not ru/en

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive, and closed-world, so safety is covered. The description adds useful non-obvious context — it is free to call and results are selectable for saving — but the clipped phrasing ("offer selectable ones to save") leaves the exact side-effect path unclear.

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?

Two very short sentences with the scope front-loaded and no redundant restatement of the title. The telegraphic second sentence sacrifices a little clarity for brevity but remains lean overall.

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 three-parameter read tool this is adequate, and the mention of creator pools per language partially compensates for having no output schema. Still, the description doesn't say whether results are ranked, what constitutes a niche, or how save-selection works.

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

Parameters3/5

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

Schema coverage is 100%, so the parameters are already documented. The description reinforces that q accepts words in any language plus id or path, which adds modest meaning over the schema, but says nothing about how limit or language interact with results.

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?

"Catalog niches by words (any language), id or path" names a specific resource and the key inputs, and "with creator pools per language" hints at the result content. It doesn't explicitly differentiate from siblings like niches_list or trends_search, so an agent must infer the boundary.

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?

"Free; offer selectable ones to save" implies a discovery-then-save workflow and tells the agent cost is zero, but there is no explicit when-to-use rule or named alternative (e.g., use niches_list to enumerate instead). Guidance is implied rather than stated.

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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