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JobYap Job Search

Search JobYap (deep research)

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Read-only

Search JobYap job postings by natural-language query. Matches job titles, falling back to significant keywords when the full phrase finds little. Returns result ids, titles and citable URLs for use with fetch. For structured filtering (location, company, remote, freshness) prefer search_jobs.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A5/5.0
Behavior5/5

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

Beyond annotations (readOnlyHint=true, destructiveHint=false), the description adds meaningful behavioral details: it matches job titles and falls back to 'significant keywords' when the full phrase is low-yield. It also discloses that results include citable URLs intended for fetch. This enriches the agent's understanding of how the tool behaves without contradicting any 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?

The description is three sentences, each earning its place: the purpose, the matching behavior, and the alternative tool. It is front-loaded with the primary action and contains no filler or redundancy.

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

Completeness5/5

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

With one parameter, a single required field, no nested objects, and an output schema plus annotations, the description covers the key aspects: what it searches, how the query works, what it returns, and when to use a sibling instead. Nothing essential is missing for a tool of this complexity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema provides only the type and length constraints for 'query' with 0% description coverage. The description compensates fully by explaining that the query is natural-language, matches job titles, and falls back to keywords. This gives the agent a clear model of how the parameter affects the search.

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's function: 'Search JobYap job postings by natural-language query.' It also specifies the matching strategy (job titles, fallback to keywords) and output (result ids, titles, citable URLs). It distinguishes itself from sibling search_jobs by noting the structural filtering alternative, making the purpose unambiguous.

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

Usage Guidelines5/5

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

It explicitly tells when to use this tool versus the structured sibling: 'For structured filtering (location, company, remote, freshness) prefer search_jobs.' This provides a clear alternative condition, and the natural-language query description implies the intended use case. The mention of 'for use with fetch' also guides the follow-up workflow, offering actionable usage context.

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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