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Glama

AI Tool Directory

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, openWorldHint, etc. Description adds return structure (slug, description, pricing, rating) and mentions hybrid semantic search, providing behavioral context beyond 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?

Two efficient sentences: first explains purpose and output, second gives usage direction. No redundant words.

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?

With 2 simple parameters and no output schema, the description adequately covers purpose, return fields, and sibling relationship. Lacks details on error handling or pagination but is sufficient for basic use.

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%, so parameters are documented. Description adds minimal extra meaning (hybrid semantic search) but does not elaborate on parameters beyond 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?

The description clearly states the tool searches an AI Tool Directory catalog by keyword, use case, or category using hybrid semantic search, and specifies the return fields. It also distinguishes from sibling tools by directing to get_tool for full detail.

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 says to use this for discovery then get_tool for full detail, providing when-to-use guidance. It does not explicitly exclude all siblings but implies the flow.

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

A4.3/5.0
Disambiguation5/5

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

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern in snake_case (check_tool_status, compare_tools, find_alternatives, etc.), making it predictable.

Tool Count5/5

6 tools are well-scoped for a directory server, covering discovery, lookup, comparison, and status checks without being too few or too many.

Completeness5/5

The tool set fully covers user needs: search, list, get details, compare, find alternatives, and check lifecycle status. No obvious gaps for the intended purpose.