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categories.list

Read-only

Lists all product categories in the directory. Use category slugs to filter product searches in products.search / products.find_by_capability. Response: { categories: [{ slug, name, description }] }. Note: this is a thin call. For a full directory briefing (subcategories, capability slugs per category, product counts, locked-vertical flags), prefer directory.overview as a single up-front call.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
errorNo
categoriesNo

TDQS

A4.7/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint. The description adds context: it is a 'thin call', the response structure, and the note about directory.overview. This goes beyond annotations but is not extremely rich, hence 4.

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 sentences plus a note. Every sentence adds value: purpose, usage, alternative. No wasted words.

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

Completeness5/5

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

For a tool with no inputs and an existing output schema, the description is complete. It explains the output (categories with slug, name, description), a usage hint, and an alternative. No gaps.

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?

No parameters exist, and schema coverage is 100% (empty). The description adds value by explaining the output format, which is beyond what the schema provides. Baseline 4 is appropriate.

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

Purpose5/5

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

The description clearly states it lists all product categories and explains the purpose: to get category slugs for filtering product searches. It distinguishes itself from directory.overview by calling itself a 'thin call' and noting the alternative provides a 'full directory briefing'.

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

Usage Guidelines5/5

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

Explicitly states when to use this tool (to retrieve category slugs for filtering) and when to prefer an alternative ('prefer directory.overview as a single up-front call'). This provides clear 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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TDQS

A4.3/5.0
Disambiguation4/5

Tools are generally distinct, but products.search and products.find_by_capability overlap in capability-based search, causing potential ambiguity. However, descriptions clarify the differences.

Naming Consistency3/5

Naming follows a dot-separated pattern with verb-noun, but there are inconsistencies: use of underscores (mcp.score_server), varying verb choices (list, find, get, search), and mixing of object and action order.

Tool Count5/5

14 tools cover a comprehensive range of functionality for a directory/MCP server—from browsing categories to detailed tool search and drift detection—without feeling excessive.

Completeness4/5

The set covers most key operations (CRUD, search, rankings, MCP setup, change detection), but lacks tools for updating or modifying data, which is acceptable for a mostly read-driven directory API.

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