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VaneTools AI Directory

Search agent skills

search_skills

Search the VaneTools Agent Skills directory (reusable skill packages for AI coding agents). Returns slug, name, tagline, category and detail page URL.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax results (default 10)
queryYesKeyword to match against name/slug/tagline
categoryNoFilter by top-level category slug: coding, productivity, creatives, video-audio, business, research, entertainment

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It usefully discloses the return fields (slug, name, tagline, category, detail page URL), which partially compensates for the missing output schema, but says nothing about read-only nature, pagination, result limits, or match semantics beyond 'keyword'.

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 tight sentences with zero filler; the resource scope is front-loaded and the return payload is stated second. Nothing could be removed without losing information.

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 three-parameter read-only search with no output schema, the description supplies the missing return-shape information an agent needs. It is only slightly short of complete because it omits result-count/pagination behavior and any scoping caveat on the query field.

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 description coverage is 100%, so all three parameters (query, limit, category) are already documented in the schema, including the category enum values and the default limit. The description adds no syntax or format meaning beyond that, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (search) and a specific resource (VaneTools Agent Skills directory), with a parenthetical defining what a skill is. The resource is clearly different from the siblings' plugins/prompts/tools, but the description never explicitly contrasts itself with those siblings, so an agent must infer the routing.

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

Usage Guidelines2/5

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

The description gives no when-to-use or when-not-to-use guidance. With siblings like search_plugins, search_prompts, search_mcp_servers and search_tools all present, nothing tells the agent which search to pick for a given user request, nor any prerequisite for using this one.

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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