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search_catalog

Read-onlyIdempotent

Search LMK's curated cross-merchant catalog. Returns products with LMK product-page links. Use for "find me X" shopping queries.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
brandNo
limitNo
queryYesNatural-language product search query
onSaleNo
maxPriceNo
minPriceNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
totalYesTotal matches available (not just returned)
sourcesYesWhich backends contributed, e.g. typesense, affiliate
productsYes

TDQS

A4/5.0
Behavior4/5

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

Annotations (readOnlyHint, idempotentHint, openWorldHint) already establish safety and idempotency. The description adds value by specifying the return type (products with LMK links), which is beyond annotations. No contradictions.

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 extremely concise: two sentences, front-loaded with the core action, and every word adds value. No redundancy.

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?

While the description is clear for basic usage, the tool has 6 parameters (only query described), and output schema exists but is not referenced. The description does not mention filtering or sorting capabilities, leaving gaps for a search tool. Adequate but not thorough.

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 only 17% (only query has description). The description does not elaborate on brand, limit, onSale, maxPrice, or minPrice, leaving the agent without guidance on these parameters. With low coverage, the description should compensate but fails to do so.

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 purpose: searching a curated cross-merchant catalog and returning products with links. The phrase 'Use for "find me X" shopping queries' effectively distinguishes it from sibling tools like compare_prices or get_product, meeting the highest standard.

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

Usage Guidelines4/5

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

The description explicitly indicates when to use the tool ('find me X' shopping queries), providing clear context. However, it does not mention when not to use it or explicitly exclude alternatives, missing the top score of 5.

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 are distinct, but 'fetch' and 'get_product' have overlapping functionality (both provide full detail and buying options), and 'search' vs 'search_catalog' could confuse agents about which to use for general search. Otherwise clear.

Naming Consistency4/5

Predominantly uses 'get_' prefix for retrieval tools and 'search' for search tools, but 'fetch' and 'lookup_catalog' deviate slightly from the pattern, reducing consistency.

Tool Count5/5

13 tools is well-scoped for a commerce server covering product discovery, pricing, deals, collections, and gift ideas without being overwhelming or sparse.

Completeness4/5

Covers key product research and price comparison workflows, but lacks tools for user interaction (e.g., wishlists, purchasing) or multi-product comparisons, which would enhance completeness.

Resources