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RobotTraining.jobs

Robot training job market

get_robot_training_market
Read-onlyIdempotent

How many robot training jobs are open right now, how many were listed in the last 7 days, and the open roles by kind of work and by employer (with each employer's slug for search_robot_training_jobs). Optionally scoped to the roles open to applicants in one country.

Input Schema

NameRequiredDescriptionDefault
countryNoISO 3166-1 alpha-2 code (e.g. 'US', 'KE'): count only roles open to applicants in that country.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, openWorldHint and destructiveHint=false, so the safety profile is covered. The description adds real substance beyond that: the 7-day lookback window, the grouping dimensions of the aggregation, and the meaning of the optional country scope. Minor gap only in not stating whether results are live or cached snapshots.

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?

One sentence that front-loads the headline counts, then the breakdowns, then the optional scope — no filler and nothing that could be cut 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?

With no output schema, the description carries the burden of explaining return shape, and it does so adequately by enumerating the counts and the two breakdown dimensions plus the employer slug field. It stops short of describing structure (e.g., whether counts are nested objects or fields), which keeps it from a 5.

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 'country' parameter is already fully documented with ISO 3166-1 alpha-2 examples. The description's 'roles open to applicants in one country' phrasing reinforces the semantics but adds no syntax or constraint information beyond the schema, so this sits at the baseline.

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 names the exact metrics returned — total open jobs, jobs listed in the last 7 days, and breakdowns by kind of work and by employer — rather than restating the title. It also names the sibling tool search_robot_training_jobs as the consumer of the employer slugs, so an agent can tell this apart from the search and pay siblings.

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?

It implies the right context (market-level aggregation, with employer slugs intended as a handoff into search_robot_training_jobs) and explains that the country filter is optional scoping. There is still no explicit 'use this instead of get_robot_training_pay when...' statement or exclusion guidance, so it falls short of a 5.

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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