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ruzora

Check Available Vetted Engineers

check_market_supply
Read-onlyIdempotent

Whether Ruzora has vetted senior engineers in Latin America available now for a stack: each stack reads Available or On request. Words only: no counts, no profiles.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
stackNoOptional: technologies to look for, e.g. ["Go", "AWS"]

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare it read-only, idempotent, non-destructive and open-world, so the safety profile is covered. The description adds genuinely new behavior: the output is qualitative (each stack reads 'Available' or 'On request'), with no counts or profiles returned — useful since no output schema exists.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two short sentences with no filler, and the availability-verdict promise is front-loaded followed by the output constraint. The compressed, colon-heavy phrasing slightly hurts readability but nothing is wasted.

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 one-optional-param read tool with no output schema, the description supplies the missing return-value contract ('Available'/'On request', words only) that would otherwise be unknowable. Only the relationship to sibling availability/search tools is left unaddressed.

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% and the single optional 'stack' array is fully documented with an example, so baseline 3 applies. The description echoes the array-of-stacks semantics ('each stack reads...') but adds no format or constraint detail beyond the schema.

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 check against a specific resource: availability of Ruzora's vetted senior Latin America engineers for a given stack. It is distinguishable from search_vetted_engineers and request_vetted_shortlist by promising only an availability verdict, though the telegraphic 'Whether Ruzora has...' opener is grammatically awkward rather than a crisp verb+resource statement.

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

Usage Guidelines3/5

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

Usage is implied (run this to see if supply exists for a stack before searching or requesting a shortlist), but the description never names an alternative tool or states when not to use it. With siblings like search_vetted_engineers and request_vetted_shortlist present, an explicit boundary would have been cheap and valuable.

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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