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CloudCostAI

cloudcost_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://cloudcostai.eliteaiempire.com/pricing"}.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint and destructiveHint=false, so the safety profile is covered. The description adds genuinely useful behavioral facts beyond that: zero cost per call and a 200/day per-IP free quota. However it does not clarify whether this is static metadata or a live lookup, or how the keyed volume pricing relates.

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?

It is short, but the opening clause is informal and the substantive content is a pasted JSON blob with URL, which is awkward rather than structured prose. The key fact (zero cost, free quota) is present but buried in the embedded object.

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 must convey the return shape; the embedded fields (unit, price_usd, free_quota, note) partly do this. It remains unclear whether the response is exactly this object or a richer pricing document, and the relationship to the URL-published pricing is unexplained.

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 description correctly implies no input is needed, and there is no parameter semantics to add.

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' implies a pricing/cost-information lookup, and the embedded payload shows it returns unit, price_usd, free_quota and a note. But there is no clear verb+resource framing (e.g., 'Returns pricing and free-quota details') and nothing distinguishes it from the sibling cloudcost_about.

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 guidance on when to call this versus cloudcost_about, which is the obvious overlapping sibling. The reader is left to infer that this is the pricing-metadata endpoint, with no exclusions or alternative routing.

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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