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Glama

VibeHacker

Search tools

search_products
Read-onlyIdempotent

Search published products by name, tagline, or maker.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
queryYes
categoryNoCategory slug from list_categories.

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Added

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, idempotentHint=true, and destructiveHint=false, covering safety. The description adds useful context that only 'published' products are searched and that the search targets name, tagline, or maker. However, it does not disclose behaviors like result ordering, pagination, or query matching semantics beyond the 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 a single sentence that front-loads the key verb and object, with no filler or redundancy. Every word earns its place, and the structure is ideal for quick agent scanning.

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?

For a search tool with three parameters and no output schema, the description provides the essential purpose but omits return value details, pagination behavior, and whether category is combinable with query. The annotations cover the safety profile, so this is moderately complete but leaves meaningful gaps for an autonomous agent.

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 only 33% (only category is documented). The description partially compensates by clarifying that the query parameter searches across name, tagline, or maker, but it leaves the limit parameter entirely undocumented in both schema and description. This is partial compensation for the coverage gap, not full.

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 uses a specific verb ('Search') with a clear resource ('published products') and criteria ('by name, tagline, or maker'). This clearly distinguishes it from sibling tools like get_product (fetch a single product) or list_categories (list categories), making its purpose unambiguous.

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?

The description gives no guidance on when to use this tool versus alternatives. It does not mention conditions for using get_product to fetch details, list_categories for category navigation, or any exclusions such as 'only use for published products'. Usage must be inferred entirely from the tool name and sibling list.

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

A3.9/5.0
Disambiguation4/5

Most tools target distinct actions or resources, but preview_product and submit_product overlap since submit_product also drafts the listing before filing it. The descriptions are enough to tell them apart, though an agent could briefly confuse them.

Naming Consistency4/5

Tool names mostly follow a clear verb_noun snake_case pattern: get_product, list_categories, search_products, submit_product, upvote_product. The main deviation is my_submissions, which uses a possessive noun phrase instead of an action verb.

Tool Count5/5

Seven tools is a well-scoped set for a product submission and voting directory. Each tool serves a meaningful part of the workflow without unnecessary redundancy or bloat.

Completeness4/5

The core workflow is covered: browsing categories, searching products, viewing a product, previewing and submitting listings, checking submission status, and upvoting. Minor gaps exist such as no update or delete for submissions, but these do not severely block the primary use case.