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List leads

list_leads
Read-only

List a chatbot's captured leads (visitors who submitted an email or phone via the lead-capture form). Newest first, paginated 50 per page.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number (50 per page).
chatbot_idYesThe chatbot id.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=false, so the safety profile is covered. The description adds genuinely useful behavior beyond that: results are returned newest-first and paginated at 50 per page, which tells the agent how to iterate.

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?

A single, tight sentence with the resource definition and the two key behavioral facts (ordering, page size) front-loaded. Every clause earns its place; nothing is padded.

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

Completeness4/5

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

For a read-only, two-parameter listing tool with full schema coverage and annotations carrying the safety profile, the description is nearly complete. It could say a bit more about how to detect the end of pagination or whether an empty result is normal, but nothing critical is missing.

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 both parameters are already documented in the schema. The description's 'paginated 50 per page' merely restates the schema's page description rather than adding format, bounds, or ordering semantics beyond it.

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?

States a specific verb ('List') and resource ('leads') and goes further by defining what a lead is ('visitors who submitted an email or phone via the lead-capture form'), which disambiguates the resource in a way the name alone cannot. No sibling tool overlaps this resource, so confusion risk is minimal.

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 makes the tool's domain clear (chatbot-scoped lead retrieval) so usage is implied, but it never states when to reach for this tool, what prerequisites exist beyond chatbot_id, or what to do when no leads exist. No alternative tool is named or excluded.

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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