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LaunchpadAI

launch_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://launchpadai.eliteaiempire.com/pricing"}.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is fully covered without the description. What the description adds is the substance of the response — the unit, the zero price, the 200/day free quota, and a pointer to keyed volume pricing — which is real value beyond the annotations. It stops short of saying the tool takes no arguments or that the payload is static, leaving the agent to reconcile the description with the empty schema.

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 ornamental and the payload is dumped as an inline JSON literal rather than written as prose, which reads awkwardly for a description field. It is front-loaded in the sense that pricing is the first substantive word, yet the framing sentence does no work.

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 zero-argument, read-only lookup with no output schema, the description supplies the actual return content and flags that volume pricing lives elsewhere, which is close to everything an agent needs to answer a cost question. The remaining gap is only that it never states it is a static, argument-free lookup.

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 has zero parameters and the schema is trivially complete, so there is nothing for the description to disambiguate. Baseline 4 applies; the description correctly makes no parameter claims that would conflict with the empty object schema.

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 resource is unambiguous: the definition names pricing and enumerates what it covers (unit, price_usd, free quota, volume-pricing note), so an agent knows this returns cost information. The verb is missing — 'Where prices live and what costs nothing' is stylistic rather than operational — and it does not explicitly separate itself from siblings like launch_plans or usage_get.

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 statement of when to call this versus launch_plans, launch_about, or usage_get. The only hint is the embedded note pointing to a URL for keyed volume pricing, which is not guidance about tool selection. An agent must infer from the name alone that this is the cost-lookup tool rather than the plan-catalog tool.

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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