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UserVoice MCP by usefulapi

List labels

uservoice_list_labels
Read-only

List or search the labels used to organize suggestions. GET /api/v2/admin/labels.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number (1-based), when no cursor is used.
sortNoSort field, '-' prefix = descending, e.g. -created_at, -updated_at, -supporters_count.
queryNoSearch text in the label name.
cursorNopagination.next_cursor from the previous page (same sort). Preferred over page.
per_pageNoRecords per page (1-100, default 20).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true, so the safety profile is covered. The description usefully adds the concrete endpoint GET /api/v2/admin/labels, hinting at admin-scoped access, but says nothing about pagination behavior, rate limits, or result shape.

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?

Two short sentences: purpose first, endpoint second. Nothing is wasted and it is properly front-loaded.

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?

With no output schema, the description could have said what a label record contains or how results are returned, but it stays silent. For a simple read-only list tool with fully documented parameters and safety annotations, this is adequate but not complete.

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 description coverage is 100%, so page, sort, query, cursor and per_page are all documented in the schema itself. The description adds no parameter meaning beyond that, so the baseline 3 applies.

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 specific verb ('List or search') and resource ('labels used to organize suggestions'), which is enough to separate it from list_categories and list_statuses. It does not explicitly name those siblings, so it falls short of a 5.

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 'List or search' implies the query parameter drives a search mode, and the admin endpoint is disclosed, but there is no explicit when-to-use, when-not-to-use, or alternative tool guidance. Usage must be inferred from 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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