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List Leads

list_leads
Read-onlyIdempotent

List leads (deal forms), optionally filtered by website (website_id or website_uuid), type or title substring.

Input Schema

NameRequiredDescriptionDefault
pageNo
per_pageNo
lead_typeNo
website_idNo
title_queryNo
website_uuidNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description adds useful domain context ("deal forms") and filter behavior, but does not disclose pagination behavior or other operational details.

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?

It is a single, front-loaded sentence with no wasted wording. The core purpose and optional filters are presented efficiently.

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?

Given six optional parameters, no output schema, and a listing operation, the description is adequate but incomplete. It omits pagination semantics and does not clarify how filters combine, though annotations cover the read-only safety profile.

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 0%, so the description must carry parameter meaning. It does explain website_id/website_uuid, lead_type, and title_query as filters, but it omits page and per_page entirely, leaving two parameters undocumented.

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 description uses a specific verb and resource: "List leads (deal forms)". It also clarifies the primary optional filters, making the tool distinguishable from create/get/edit lead tools, though it does not explicitly distinguish it from siblings such as list_lead_submits.

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 phrase "optionally filtered by..." implies the intended use case: listing leads with optional filters. However, it does not state when to use this tool instead of get_lead, list_lead_submits, or other related tools, and gives no exclusions.

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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