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Denue Search By Name

denue_search_by_name
Read-onlyIdempotent

Search businesses by name or brand across Mexico or a single state. Paginated — set page_size and page_start to walk results.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYesBusiness name or brand (e.g., "walmart", "cemex")
page_endNoLast record (default page_start + 24, max ~1000 per request)
page_startNoFirst record (1-based, default 1)
state_codeNoTwo-digit state code "01"-"32", or "00" for all Mexico. Default "00".

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare the tool as read-only, idempotent, and non-destructive. The description adds context about pagination behavior and geographic scope (Mexico or single state). It does not mention rate limits, error handling, or return format, but the annotations lighten the burden.

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 with no fluff. The first sentence front-loads the core purpose. Every word earns its place. Perfectly concise.

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?

The description covers the search scope and pagination but lacks details on output format, error cases, or limitations (e.g., max results). With no output schema, some additional context about return structure would improve completeness, but the annotations partially compensate.

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 baseline is 3. The description mentions page_size incorrectly (schema uses page_end) and adds no new meaning beyond what the schema already provides for each parameter. It does confirm pagination context but adds little value.

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 clearly states the verb 'search', resource 'businesses', and scope 'by name or brand across Mexico or a single state'. It differentiates from siblings like denue_search_in_state by focusing on name-based search, but could be more explicit about when not to use it.

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 description provides pagination guidance ('set page_size and page_start to walk results') but lacks explicit when-to-use or when-not-to-use instructions relative to sibling tools. The pagination advice is helpful but not comprehensive.

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

A4/5.0
Disambiguation4/5

Tools are mostly distinct with detailed descriptions guiding usage, though some overlap exists between similar query tools like ask_pipeworx, ask_pipeworx_grounded, and deep_research, which could cause confusion for agents not reading carefully.

Naming Consistency3/5

All tool names use snake_case and are readable, but there is no consistent verb-noun pattern. Prefixes vary widely (actions like ask, compare, generate vs. domains like denue, polymarket), making the naming scheme inconsistent.

Tool Count3/5

With 35 tools, the count is high for a server named 'Denue', which suggests a narrower focus. While the breadth may be justified by the platform's capabilities, the number feels slightly heavy and could be streamlined.

Completeness4/5

The tool set covers a wide range of data sources and operations, but it is read-only with no write capabilities for external data. Memory and subscription tools add some action, but overall, it is fairly complete for its stated purpose.