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EquateItAu

ClassQuill MCP server

by EquateItAu

list_leads

Read-onlyIdempotent

Retrieve leads from ClassQuill using filters for status, assigned tutor, and creation date to manage and review tutoring-business prospects.

Instructions

List Leads

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
toNocreated_at <= ISO date
fromNocreated_at >= ISO date
limitNoRecords per page (default 20, max 100)
offsetNoPagination offset
statusNonew, contacted, consultation_booked, converted, lost
assigned_tutor_idNoFilter by assigned tutor UUID

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
metaYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.4

TDQS

C2.2/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. However, the description adds no behavioral context beyond the annotations—no mention of filters, pagination, date-range behavior, or response format.

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?

At only two words, this is under-specification rather than conciseness. There is ample room for a single sentence explaining scope or key usage considerations, and the description currently earns no structural credit.

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

Completeness2/5

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

The tool has six optional filter parameters, an output schema, and many sibling list tools, yet the description provides no context for how to invoke it correctly. An agent cannot tell whether this returns all leads, how pagination works, or how it relates to get_lead.

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?

Schema description coverage is 100%, so each of the six parameters already has a meaningful description. The tool description adds no parameter-level information, but because the schema carries the full burden, a baseline score of 3 is appropriate.

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

Purpose2/5

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

The description 'List Leads' is a tautology that restates the tool name and title verbatim. It identifies the verb and resource but adds no detail that distinguishes it from other list_* siblings such as list_students or get_lead.

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 guidance on when to use this tool versus alternatives like get_lead for a single lead or other list_* tools. The description does not mention the filtering, pagination, or scoping options available in the schema.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.