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List Languages

list_languages
Read-only

Returns all languages with their IDs. Use these IDs in search_brokers (languageIds) to find brokers who speak specific languages. Call this when you need to discover which language IDs to use.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

TDQS

A4.5/5.0
Behavior3/5

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

Annotations already indicate readOnlyHint=true and destructiveHint=false, so the safety profile is covered. The description adds that it returns 'all languages' (scope) and includes IDs, but does not detail the response structure, ordering, or any potential limitations. While adequate for such a simple tool, it adds limited behavioral context beyond annotations.

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 two sentences long, front-loads the primary function, and provides usage context in the second sentence. Every word contributes value, with no redundancy or fluff.

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 simple reference-list tool with strong annotations, the description is complete. It states what is returned (all languages with IDs) and how to use the result (search_brokers languageIds), which fully addresses the agent's needs given the lack of parameters and output schema.

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?

There are zero parameters, and the schema coverage is trivially 100%. Baseline for no-parameter tools is 4. The description adds no parameter details because none are needed, which 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 the tool's function with a specific verb ('Returns') and resource ('all languages with their IDs'). It also distinguishes itself from sibling tools that focus on search or contact operations, making its purpose unmistakable.

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?

The description explicitly explains when to use this tool ('Call this when you need to discover which language IDs to use') and how the output integrates with another tool ('Use these IDs in search_brokers (languageIds)'). This provides strong usage guidance and alternative context.

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

A4.1/5.0
Disambiguation5/5

Each tool targets a distinct resource and action: brokers vs businesses, search vs get vs contact, and supporting list tools for categories and languages. No two tools have overlapping purposes, and the descriptions clearly differentiate them.

Naming Consistency4/5

Most tools follow a consistent verb_noun pattern (contact_broker, get_business, search_brokers, list_languages). The only deviation is who_am_i, which is a common idiom for identity checks but does not follow the same pattern, making it a minor inconsistency.

Tool Count5/5

With 9 tools, the set is well-scoped for a business marketplace. Each tool serves a clear purpose in the search-detail-contact workflow, and there are no redundant or unnecessary tools.

Completeness5/5

The toolkit covers the full user journey: discovering categories/languages, searching for brokers/businesses, viewing details, and contacting them. It also includes authentication verification. No obvious gaps or dead ends prevent successful completion of typical tasks.

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