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Get remote work statistics

get_remote_work_statistics
Read-only

Get remote work statistics: top skills, job categories, industries, or countries by job/company count.

Input Schema

NameRequiredDescriptionDefault
typeNoType of breakdown: 'skills', 'categories', 'countries', or 'industries' (default: skills). 'industries' only works with record='companies'.
recordNoWhat to get stats for: 'jobs' or 'companies' (default: jobs)
countryNoFilter stats by country (e.g., 'United States', 'Germany')

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
    • removedInput schema / additionalProperties
      Removed value: -false
  2. First observed

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so the safety profile is covered. The description adds that results are aggregated rankings 'by job/company count', which is useful beyond the annotations, but it says nothing about result size, defaults applied, or empty-result behavior.

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?

A single front-loaded sentence with a colon-delimited enumeration; every clause earns its place and nothing is padded.

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

Completeness3/5

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

For a three-optional-parameter, zero-required analytics tool with no output schema, the description conveys the shape of the result (ranked top items by count) but omits how many items are returned and how the country filter interacts across dimensions. Adequate but with clear gaps.

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%, including the important constraint that 'industries' only works with record='companies' and the defaults for both enums. The description restates the dimension names but adds no semantics beyond the schema, 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 ('Get') and resource ('remote work statistics'), then enumerates the four breakdown dimensions the tool can return. It clearly distinguishes itself from list/search siblings, though it does not explicitly separate itself from adjacent analytics tools like get_salary_data.

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?

There is no guidance on when to choose this tool over get_salary_data, get_jobs, or get_companies, and no exclusions or prerequisites stated. The usage context is only implied by the resource name.

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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