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SLSBMB AI

Start the free SLSBMB AI interview

start_free_interview
Read-onlyIdempotent

The link where a person starts SLSBMB AI with a free AI interview that turns their website into a business brief, and what happens there. The person confirms by email, so an agent never signs anyone up or buys anything.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and non-destructive, so safety is covered. The description adds real context beyond them: the person confirms by email, meaning the human completes signup outside the tool, and the agent must not sign up or purchase on their behalf.

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 a single sentence with little waste, but the clause 'and what happens there' is vague and makes the sentence feel rambling rather than front-loaded. The key idea (an entry link to a free interview) arrives early, which helps.

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 and no parameters, the description carries the burden of saying what the tool yields. It gestures at returning a link plus an explanation of the flow, but never states the return shape or how the link should be used, leaving an agent to infer how to present it.

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 schema (100% coverage, empty object) requires no parameter explanation and the baseline applies. The description correctly introduces nothing parameter-like, avoiding confusion.

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 identifies the resource as the entry link for the free SLSBMB AI interview that turns a website into a business brief, which distinguishes it from pricing/contact siblings. However, it is phrased nominally ('The link where a person starts...') rather than as a verb+resource, so it is unclear whether the tool fetches a URL, explains the flow, or both.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Usage is only implied: the tool is for pointing a person at the free interview entry point. The boundary 'an agent never signs anyone up or buys anything' does usefully exclude the agent from acting on a user's behalf, but no sibling is named and no explicit when-to-use vs. about_slsbmb_ai or compare_options is given.

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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