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AIAgentCycle

AIAgentCycle company profile

get_company_profile
Read-onlyIdempotent

Who AIAgentCycle is: summary, legal name, location, founder, focus and approach. lang is nl or en. facts_verified tells whether the key facts still appear on the About page.

Input Schema

NameRequiredDescriptionDefault
langNoLanguage of the content: nl (Dutch, the primary site language) or en (English).nl

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • addedInput schema / properties / lang / description
      Added value: +"Language of the content: nl (Dutch, the primary site language) or en (English)."
    • addedInput schema / properties / lang / enum
      Added value: +[
      +  "nl",
      +  "en"
      +]
  2. First observed

TDQS

B3.2/5.0
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, covering the safety and side-effect profile. The description adds a useful note that facts_verified indicates whether key facts still appear on the About page, but says nothing about auth, rate limits, or caching. This is modest added context beyond annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two short sentences, front-loaded with the profile contents; the facts_verified note is efficient. The “lang is nl or en” clause slightly duplicates the schema but does not bloat the description.

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 one-parameter read tool with rich annotations and an output schema, the description gives enough to call correctly: what data is returned and the meaning of facts_verified. It lacks sibling-routing guidance, which prevents a 5.

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?

The only parameter is lang, with 100% schema coverage and its enum/default documented in the schema. The description's “lang is nl or en” duplicates the schema and adds no new syntax or semantic detail. Baseline 3 is appropriate when the schema fully documents the parameter.

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 names the resource and enumerates the exact profile fields (summary, legal name, location, founder, focus and approach), so an agent knows it returns company identity data. It does not explicitly contrast with siblings like get_contact_info or get_faq, so it is clear but not fully differentiated.

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 when-to-use or when-not-to-use guidance, no mention of alternatives, and no prerequisites. The content list implies company-info lookup, but it does not route the agent among sibling tools.

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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