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RelayDataAI

search_listings

Search public owner-declared and source-attributed imported products, services and providers. Results include provenance and confirmation dates; owner assertions are not independent verification.

Input Schema

NameRequiredDescriptionDefault
qNo
limitNo
offsetNo
countryNo
filtersNo
categoryNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden and does add real value by disclosing that results include provenance and confirmation dates and that owner assertions are not independently verified — an important trust caveat. However it says nothing about ordering, pagination behavior beyond the schema, default result size, whether an empty query returns everything, or rate/visibility constraints.

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 tightly written sentences, front-loaded with the search scope and followed by the result/trust caveat. No filler, no redundancy.

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

Completeness2/5

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

For a six-parameter search tool with a nested object, no annotations, and no output schema, the definition covers purpose and data trust but leaves parameter usage and result-shaping behavior entirely unexplained. An agent could not confidently construct a filtered or paginated query from this description alone.

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

Parameters2/5

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

Schema description coverage is 0% across six parameters, including a nested free-form 'filters' object, and the description explains none of them — q, limit, offset, country, filters, category are all undocumented. The only indirect hint is the enumeration of entity types (products, services, providers), which loosely maps to the category/filters facets but does not compensate for the coverage gap.

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 uses a specific verb ('Search') with a well-scoped resource: public owner-declared and source-attributed imported products, services and providers. It is clearly distinguishable from sibling mutation tools (publish_listing, update_listing) and single-item retrieval (get_listing), though it never names those siblings to make the distinction explicit.

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

Usage Guidelines2/5

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

There is no when-to-use or when-not-to-use guidance and no mention of alternatives such as list_categories or get_category_schema for browsing. The searchable domain is implied, but the agent must infer when to search versus browse or fetch a single listing.

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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