Skip to main content
Glama

fortune_companies

Read-only

Search Fortune’s public company directory by company name or query. It covers companies featured in Fortune rankings; use it to find a company listing before requesting its profile.

Input Schema

NameRequiredDescriptionDefault
pageNo1-based page number; 30 companies per page
yearNoRanking year the ranking filter is evaluated against; defaults to the current year
searchNoCase-insensitive company-name search
countryNoCountry/territory slug or title; call fortune-company-filters for the complete accepted set
rankingNoFortune ranking slug to filter companies that appear on it; call fortune-company-filters for the accepted set
industryNoExact industry title; call fortune-company-filters for the complete accepted set
max_revenueNoMaximum revenue in $M
min_revenueNoMinimum revenue in $M
max_employeesNoMaximum employee count
min_employeesNoMinimum employee count

Output Schema

NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed10 schema fields changed
    • addedInput schema / properties / country / description
      Added value: +"Country/territory slug or title; call fortune-company-filters for the complete accepted set"
    • addedInput schema / properties / industry / description
      Added value: +"Exact industry title; call fortune-company-filters for the complete accepted set"
    • addedInput schema / properties / max_employees / description
      Added value: +"Maximum employee count"
    • addedInput schema / properties / max_revenue / description
      Added value: +"Maximum revenue in $M"
    • addedInput schema / properties / min_employees / description
      Added value: +"Minimum employee count"
    • addedInput schema / properties / min_revenue / description
      Added value: +"Minimum revenue in $M"
    • addedInput schema / properties / page / description
      Added value: +"1-based page number; 30 companies per page"
    • addedInput schema / properties / ranking / description
      Added value: +"Fortune ranking slug to filter companies that appear on it; call fortune-company-filters for the accepted set"
    • addedInput schema / properties / search / description
      Added value: +"Case-insensitive company-name search"
    • addedInput schema / properties / year / description
      Added value: +"Ranking year the ranking filter is evaluated against; defaults to the current year"
  2. First observed

TDQS

A4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so safety and open-world behavior are covered. The description adds the useful scoping note that results are limited to companies featured in Fortune rankings, but says nothing about pagination behavior or result ordering beyond what the schema ('30 companies per page') already states.

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?

Two tight sentences, front-loaded with the core action and resource, followed by the scoping and workflow hint. No filler.

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 annotations covering the safety profile and an output schema covering the return shape, the description only needs to establish purpose and scope, which it does. A brief note on pagination or the need to resolve filter slugs via fortune_company_filters would have made it fully self-sufficient.

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% across all 10 parameters, so the schema already documents paging, year, search, country, ranking, industry, and revenue/employee bounds. The description adds only 'by company name or query,' which marginally exceeds the schema. Baseline 3 is appropriate when the schema does the heavy lifting.

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?

States a specific verb (Search) and resource (Fortune's public company directory), and explicitly positions itself against the sibling fortune_company by saying it is used to find a listing 'before requesting its profile.' An agent can distinguish this search tool from the profile tool without reading either schema.

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?

Gives clear context: use it to locate a company listing before pulling a profile, and scopes it to companies featured in Fortune rankings. It does not spell out when-not to use it or name fortune_company_filters as the required companion for filter values, though the schema covers that.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.