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Vocenya Site

Search guides

search_articles
Read-only

Search Vocenya's guides and articles, like "cost", "HIPAA" or "speed to lead". Returns each match's slug for get_article, a short answer (TL;DR) and its URL, newest first. Leave the query empty to list every article.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryNoWords to look for in the article title, summary or topic.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already cover safety (readOnlyHint=true, openWorldHint=false). The description adds genuinely new behavioral detail: the return shape (slug, short answer, URL) and result ordering (newest first), which the agent cannot get from annotations or schema.

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, front-loaded with the purpose, examples and return format packed in without waste. Every clause carries 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 simple one-parameter read tool with no output schema, the description adequately covers purpose, return values and ordering. Minor gap: no mention of pagination or result-count limits, though likely not critical here.

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%, so baseline is 3. The description goes further by giving example query values and clarifying that an empty query is valid and means 'list all', adding meaning beyond the schema's maxLength/description.

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?

States a specific verb (Search) and resource (guides and articles) and grounds it with concrete example queries. It is clearly distinguishable from siblings like get_article (retrieval by slug) and search_industries (different domain).

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?

Explains the empty-query fallback ('list every article') and implies a two-step flow by noting the returned slug feeds get_article. It gives clear context but stops short of explicitly stating when to prefer this over get_article or search_industries.

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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