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LaunchpadAI

launch_about

Read-onlyIdempotent

What LaunchPad AI does and what is free 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

C2.9/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint and destructiveHint=false, so safety is covered. The description adds genuinely useful behavioral context in the free quota (200 per day per IP) and a pricing reference URL, though the framing is awkward and the quota appears to describe a paid service tier rather than this call itself.

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 a run-on fragment ("...what is free Pricing: {...}") with a raw JSON pricing object concatenated onto the sentence. The core purpose is not front-loaded cleanly, and the inline JSON blob is repeated structured metadata rather than prose.

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 zero-parameter read-only info tool with no output schema, the description covers roughly what the tool returns plus quota/pricing context. However, it never clarifies the relationship to launch_pricing or launch_plans, leaving a real ambiguity about which tool answers which question.

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 and the description introduces none, so there is nothing mis-specified. Baseline 4 applies for a parameterless tool; the pricing block is extraneous but not misleading about inputs.

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 "What LaunchPad AI does and what is free" signals an about/overview tool, but it is not a verb+resource statement and the appended pricing clause muddies whether this is an about tool or a pricing tool. Since a sibling named launch_pricing exists, the overlap makes the boundary harder to draw.

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 is given, and none of the sibling tools (launch_plans, launch_pricing, usage_get) are referenced as alternatives. The agent must infer that this is a general introduction tool rather than one for specific plan or price lookups.

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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