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Search AI tools

search_tools
Read-onlyIdempotent

Search the IA Selecta catalog of live, published AI tools by a free-text query. Matches on tool name, tagline, or category name (case-insensitive substring). Call this first when a user asks to find, discover, or compare AI tools by keyword, use-case, or category (e.g. 'agents', 'writing assistants'). Returns up to 20 results.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesFree-text search term, e.g. a tool name, use-case, or category.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultsYesMatching live listings, newest first, capped at 20.

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already establish read-only and idempotent behavior; the description adds useful behavioral details beyond that: case-insensitive substring matching, scope to live/published tools, and a 20-result cap. No contradictions with 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?

Three concise sentences, all informative and front-loaded. No filler or redundant restating of the tool name.

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?

The tool is simple (one required parameter), annotations cover safety, an output schema exists, and the description covers scope, matching behavior, and result limits. Nothing essential is missing for selection and invocation.

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?

Schema coverage is 100%, and the description adds meaningful semantics beyond the schema by explaining what fields are matched (name, tagline, category), case-insensitivity, and substring behavior. This helps agents craft effective queries.

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') and resource ('IA Selecta catalog of live, published AI tools'), and clearly states matching fields and query behavior. It differentiates itself from sibling tools like get_tool by framing this as the discovery/search entry point.

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?

Explicit guidance is provided: 'Call this first when a user asks to find, discover, or compare AI tools by keyword, use-case, or category.' It gives clear context for when to use it, though it does not explicitly name alternatives or exclusion cases.

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

A4.4/5.0
Disambiguation4/5

Most tools are clearly distinct: create_checkout, get_tool, list_alternatives, list_offers, search_tools, and submit_tool serve different purposes. However, list_alternatives and search_tools could be confused when searching for alternatives, but their descriptions clarify the target types (well-known tool slug vs. free-text query).

Naming Consistency4/5

Tool names follow a fairly consistent verb_noun pattern: create_checkout, get_tool, list_alternatives, list_offers, search_tools, submit_tool. The only minor deviation is that get_tool is singular while list_* are plural, but this is not a significant inconsistency.

Tool Count5/5

6 tools is well-scoped for a marketplace/directory server with search, detail retrieval, alternatives, paid promotions, and submission. Each tool serves a necessary function without redundancy or bloat.

Completeness4/5

The core workflows are covered: search and view details, list and purchase add-ons, and submit a listing. Minor gaps exist—no update/delete for listings or offers, and no way to manage claims—but these are administrative features outside the main agent use case.

Resources