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CFO+

pricing

Read-onlyIdempotent

CFO+ plans and prices as published on cfoplus.ai, the launch offer, the refund guarantee, AI FP&A and the Academy.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "pricing"
  }
}

Input Schema

NameRequiredDescriptionDefault
langNoar

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.4/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, openWorldHint=false and destructiveHint=false, so the safety profile is covered by structured data rather than the description. The description adds nothing beyond that: it doesn't say whether the result is static published copy, whether it can go stale, or how the content is returned. For a read-only tool the bar is lower, but there is no added value here.

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

Conciseness3/5

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

One compact sentence with no filler, which is appropriately small for a simple lookup tool. The tradeoff is that the brevity is achieved by dropping critical information (the language parameter, the return form) rather than by efficient phrasing.

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?

For a simple no-required-parameter read tool with no output schema, the definition is minimally sufficient to guess intent, but it omits the lang parameter entirely and does not indicate whether the response is prose, a plan table, or localized content. Given how little structural data accompanies it, the description should carry more of the burden.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The single parameter lang has 0% schema description coverage and is never mentioned in the description, so an agent gets no signal about what language codes are accepted, that the default is Arabic, or whether the returned pricing text is localized. With one undocumented parameter and no compensating text, this is a real gap.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names the resource (CFO+ plans and prices from cfoplus.ai) and enumerates the content buckets it covers (launch offer, refund guarantee, AI FP&A, Academy), so an agent can infer this is a static pricing/content lookup. However, it is a bare noun phrase with no verb and no explicit statement of whether it retrieves or formats the information, so the purpose is inferable rather than stated.

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 when-to-use guidance, no mention of when not to use it, and no routing to alternatives such as how_the_numbers_are_made or services_after_the_model, which appear to cover adjacent content. The agent must infer from names alone which of these content tools answers a pricing question.

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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