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Glama

Ranked Jobs

Search companies

search_companies
Read-onlyIdempotent

Search companies hiring in Tokyo on Ranked, by keywords over name, industry and description.

Input Schema

NameRequiredDescriptionDefault
limitNoResults per page.
queryNoKeywords, e.g. "fintech" or "game studio".
offsetNoResults to skip, for paging.
hiring_onlyNoOnly companies with open jobs on Ranked.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so safety is covered. The description adds the closed-corpus constraint (only companies hiring in Tokyo on Ranked), which is genuinely useful, but says nothing about result ordering, freshness, or pagination 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 the action, resource, and scope stated first and no filler whatsoever.

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?

With no output schema, the description should ideally sketch what a result contains or how results are ordered, but it stops at the input side. Combined with zero required parameters and a fully documented schema, it is adequate but leaves the return side entirely opaque.

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 coverage is 100%, so the baseline is 3, but the description goes further by revealing which fields the free-text query matches (name, industry, description) and the hiring-scoped nature of the corpus, information the schema does not carry.

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 and resource ("Search companies") plus the domain scope ("hiring in Tokyo on Ranked") and the matched fields (name, industry, description). This clearly separates it from search_jobs, though it never names a sibling to contrast against.

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?

The sentence describes what the tool is, not when to pick it over get_company or search_jobs. There is no statement of preconditions, exclusions, or the alternative to use when you already know a company's identifier.

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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