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Company data

company_data
Read-onlyIdempotent

The caller's own company profile: company name, a summary of what they do, their category, and their products/services (with features, benefits and unique selling points). Use this to GROUND ideation and strategy (e.g. "new project ideas", positioning, what to ask next) in what the company actually offers. No arguments — it is always the caller's organization.

Input Schema

NameRequiredDescriptionDefault

No arguments

Output Schema

NameRequiredDescriptionDefault
noteNo
companyNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive and closed-world, so the safety profile is covered. The description adds a genuine scoping constraint beyond that: 'No arguments — it is always the caller's organization,' ruling out querying other orgs.

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?

Three sentences, front-loaded with the returned fields, then usage, then the no-argument note. The enumeration of fields is informative rather than filler; nothing is wasted.

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?

An output schema exists, so return values need not be re-explained. For a zero-argument read tool, the description covers what it returns, when to use it, and its scoping — nothing an agent needs is missing.

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?

Zero parameters, so the baseline is 4. The description correctly reinforces that the tool takes no arguments and is implicitly scoped to the caller's own organization.

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 resource (the caller's own company profile) and enumerates the contents: name, summary, category, products/services with features, benefits and USPs. No sibling tool returns company data, so an agent can distinguish it immediately.

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 says to use it to ground ideation and strategy, with concrete examples ('new project ideas', positioning, what to ask next). It gives clear positive context but names no alternatives or when-not conditions.

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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