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winterchill-xyz

jobs-winterchill-mcp

Official

get_company

Look up a company by key to retrieve crawled facts, compensation, and aggregate current live roles.

Instructions

Look up a company by its company_key (from a job's company_key). Returns crawled facts (rating, size band, industry, logo, Companies House), Levels.fyi comp (USD/GBP), and an aggregate of its CURRENT live roles (count, top tech/disciplines, cities, a sample).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
company_keyYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

No annotations provided, so description carries full burden. It discloses returned data types but does not mention if the tool is read-only, requires auth, or has any side effects. Adequate but could be more transparent.

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?

Single sentence conveying purpose and output efficiently. Every word serves a purpose; no fluff.

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?

Given a single parameter with full explanation in description and presence of an output schema, the description covers all necessary aspects for an agent to use the tool correctly.

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 has 0% description coverage, but description adds meaning by explaining the parameter's source (from a job's company_key) and its purpose. This compensates well for the schema gap.

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?

Clearly states the tool looks up a company by company_key and returns specific data categories. Differentiates from siblings like get_job and search_jobs by its focus on company details.

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?

Explicitly instructs to use company_key from a job, providing clear context. Does not state when not to use or mention alternatives, but the context is sufficient.

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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