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get_client

Returns the full public Agent Card for a single Lead Stampede client by slug. Includes business details, contact info, services, hours, reviews, and booking URL.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slugYesThe unique slug of the client (e.g. "lead-stampede").

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.1/5.0
Behavior4/5

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

With no annotations provided, the description carries the transparency burden. It discloses that the data is public and enumerates the included fields (business details, contact info, services, hours, reviews, booking URL), which gives concrete behavioral context. It doesn't address error cases or rate limits, but the tool's simplicity limits the need.

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

Conciseness5/5

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

The description is a single sentence that front-loads the core purpose, then lists the included data categories. There is no redundancy or unnecessary detail.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a low-complexity tool with one parameter and no output schema, the description adequately covers the return contents and scope. It is a simple retrieval operation, and the description is sufficiently complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema has 100% coverage for the single parameter 'slug', including an example. The description only restates 'by slug' without adding any semantic detail beyond the schema, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool returns the full public Agent Card for a single client by slug, using a specific verb and resource. It distinguishes itself from sibling tools like search_clients by specifying 'single Lead Stampede client by slug'.

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?

The description implies use when you have a known slug and need detailed client data, but it does not explicitly mention alternatives like search_clients or specify when not to use. No direct usage exclusions are provided.

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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