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MyAICEO

myaiceo_pricing

Read-onlyIdempotent

Where prices live and what costs nothing Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://myaiceo.org/pricing"}.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior4/5

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

Annotations already establish read-only and idempotent, so the bar is lower. The description goes beyond them usefully by disclosing the concrete cost model (price_usd 0 per call) and an effective rate limit (200 calls/day/IP), which is exactly the operational context an agent cannot get from annotations. It omits whether the pricing is static or time-sensitive, but the added value is real.

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

Conciseness2/5

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

The text is malformed: a sentence fragment with no terminal punctuation runs straight into the token 'Pricing:' followed by a raw JSON blob, so the prose and the data run together. It is short in character count but poorly structured and not front-loaded with a clear statement of behavior.

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 carries the burden of conveying the return shape; it partially does so by naming unit, price, and free quota, but leaves unclear whether the response also enumerates plans or tiers. For a zero-parameter informational tool that is minimally adequate, not complete.

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 takes zero parameters, so the baseline is 4; the empty schema requires no parameter explanation. The description correctly implies the call is a bare lookup with no arguments.

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 phrase 'Where prices live and what costs nothing' gestures at a pricing/limits lookup, and the embedded payload clarifies it returns a per-call price and a free quota. But there is no clean verb+resource statement, and nothing distinguishes it from myaiceo_plans, which an agent could reasonably expect to hold plan pricing.

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?

No when-to-use guidance at all: nothing says whether to consult this before calling other endpoints, nor how it relates to myaiceo_plans or usage_get. The only routing hint is an external URL for keyed volume pricing, which points outside the toolset rather than to a sibling.

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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