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Glama

Companies I researched

list_companies
Read-only

Retrieve companies researched on this computer, including when each was researched and whether an offer was drafted or published.

Instructions

The companies researched on this computer, with when, and whether an offer was drafted or published.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.3.0

TDQS

A3.5/5.0
Behavior3/5

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

The annotations already declare this as a read-only, local, non-destructive operation. The description adds useful scope and return content, but does not cover ordering, freshness, or pagination behavior beyond what annotations provide.

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?

The description is a single, front-loaded sentence that states the resource, scope, and return fields without unnecessary wording. Every part of the sentence contributes 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?

For a simple read-only list tool with no parameters and no output schema, the description sufficiently explains what is returned: researched companies, when they were researched, and offer status. Minor gaps like ordering or pagination are not critical here, but would have improved completeness.

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?

The tool has zero parameters, so parameter semantics are not applicable. The baseline for a parameterless tool is 4, and the description does not introduce any confusion about parameters.

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?

The description clearly identifies the resource as companies researched on this computer and adds the returned fields (when, offer drafted/published). It does not explicitly name a sibling alternative, but the scope is specific enough to distinguish it from get_company and research_company.

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 explicit guidance on when to use this tool versus alternatives such as get_company, list_my_offers, or research_company. Usage is only implied by the phrase 'companies researched on this computer.'

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