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Search the toolfound directory

toolfound_search_tools

Search toolfound.com — the launch platform and tool directory built agent-first — for SaaS products and developer tools by name, tagline, or tag. Returns matching products with taglines, pricing model, vote counts, and canonical listing URLs you can cite or open. Use this when a user asks to find, compare, or discover a tool for a job.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesFree-text search: product name, problem, or tag (e.g. 'invoicing', 'screenshot api').

TDQS

A4.2/5.0
Behavior4/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It describes the returned data (taglines, pricing model, vote counts, canonical URLs) and notes the URLs can be cited or opened, which adds useful context. It does not mention pagination or error behavior, but for a read-only search tool this is adequate.

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 two sentences, front-loaded with the core purpose, followed by return value details and usage guidance. Every sentence earns its place, with no wasted words or repetition.

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?

For a single-parameter search tool with no output schema, the description is complete enough: it states what is searched, what is returned, and when to use it. It could mention pagination or sorting, but the core use case is covered. Sibling differentiation is also addressed through the search context.

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?

The input schema already provides a detailed description for the 'query' parameter (100% coverage), including examples. The tool description adds 'by name, tagline, or tag,' which aligns with the schema's 'product name, problem, or tag' but does not introduce new meaning or constraints. Baseline 3 is appropriate.

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 toolfound.com for SaaS products and developer tools by name, tagline, or tag, which is a specific verb, resource, and scope. It distinguishes itself from siblings like get_product or get_trending by emphasizing the search/discovery use case.

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 'Use this when a user asks to find, compare, or discover a tool for a job,' providing clear when-to-use guidance. It does not explicitly name alternative tools for exclusion, but the usage context is strong enough to differentiate from siblings.

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

A4.2/5.0
Disambiguation5/5

Each tool has a clearly distinct purpose: verification dry-run vs actual verification, submission vs status vs calendar, search vs browse vs trending, etc. Even the two verification tools are cleanly separated by check (non-destructive) and verify (action).

Naming Consistency5/5

All tools follow the pattern toolfound_<verb>_<object>, with consistent verbs like get_, list_, search_, submit_, verify_, check_, claim_. No mixing of styles or vague verbs.

Tool Count5/5

12 tools is well-scoped for a launch platform server. It covers discovery, submission, verification, status tracking, and post-launch features without being bloated or thin.

Completeness4/5

The tool surface covers the full submission-verification-launch workflow plus discovery and post-launch actions. Missing explicit update/delete operations for submissions, though idempotent resubmission partially covers updates, so it's a minor gap rather than a fatal flaw.

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