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Search AI tools

search_tools
Read-onlyIdempotent

Search the AI Tool Directory catalog (2,000+ AI tools) by keyword, use case, or category using hybrid semantic search. Returns ranked tools with slug, one-line description, pricing model, and rating. Use this to discover tools, then get_tool for full detail.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax results (1-20, default 8).
queryYesWhat the user is looking for, e.g. "AI video editing" or "alternatives to Jasper".

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, openWorldHint, and destructiveHint. Description adds context on search method (hybrid semantic search) and result fields, which is consistent and adds value without contradiction.

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: first states functionality, second suggests workflow. No fluff, front-loaded with key action and resource.

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

Completeness4/5

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

Given 2 parameters, no output schema, and comprehensive annotations, the description covers the tool's return values and end-to-end usage. Could mention pagination or limit behavior but not required.

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 coverage is 100% with each parameter described. Description adds semantic context by mentioning 'keyword, use case, or category' for the query and 'hybrid semantic search' but does not add significant new meaning beyond the schema.

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?

Description clearly states verb 'Search', resource 'AI Tool Directory catalog', and scope 'by keyword, use case, or category' using hybrid semantic search. It mentions return fields (slug, description, pricing, rating) and distinguishes from sibling tool get_tool by suggesting subsequent use.

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?

Provides explicit workflow: 'Use this to discover tools, then get_tool for full detail.' Does not explicitly exclude alternative tools like list_tools, but the workflow guidance is clear enough for an agent.

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
Disambiguation5/5

Each tool has a distinct purpose: checking lifecycle status, comparing two tools, finding alternatives, getting full details, listing by category, and searching. No overlap.

Naming Consistency5/5

All tool names use a consistent verb_noun pattern in snake_case (e.g., check_tool_status, search_tools). Minor singular/plural variation is acceptable.

Tool Count5/5

With 6 tools covering search, browse, detail, comparison, and lifecycle checks, the count is well-scoped for an AI tool directory service.

Completeness5/5

The tool set covers the main user needs: discovery (search, list), details (get_tool), verification (check_tool_status), comparison (compare_tools), and alternatives (find_alternatives). No obvious gaps.

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