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voriq-ai

smartleadai-mcp

by voriq-ai

SmartProspect: list company keywords

smartprospect_list_keywords
Read-only

List available keyword values to refine SmartProspect searches. Use this read-only endpoint to get filter options without spending credits or revealing contacts.

Instructions

List company keyword values available as SmartProspect search filters. Safety — read-only: yes; may consume SmartProspect credits: no; creates or modifies remote state: no; can send email: no; destructive: no. Endpoint: GET https://prospect-api.smartlead.ai/api/v1/search-email-leads/keywords. Reference data only. Does not reveal contacts and does not consume credits.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of records to return. Smartlead documents a default of 100 and no maximum; 1000 is a client-side guard.
offsetNoNumber of records to skip.
searchNoFilter keywords by name.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
okYes
dataYes
errorNo
warningsYes
operationYes
paginationYes
credit_spendingYes
remote_mutationYes
Install Server

TDQS

A4.5/5.0
Behavior5/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, but the description adds concrete safety details: no SmartProspect credit consumption, no remote state modification, no email, and no contact revelation. It also provides the exact endpoint, offering transparency beyond the structured annotations.

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?

Three concise, front-loaded sentences: purpose, safety, and endpoint/note. Every sentence contributes value with no redundancy or fluff.

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 simple read-only reference tool with an output schema and fully described parameters, the description covers purpose, safety, endpoint, credit implications, and contact privacy. Nothing relevant 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?

Input schema has 100% description coverage for all three parameters (limit, offset, search), including constraints and defaults. The description adds no additional parameter-level semantics, so the baseline of 3 applies — the schema carries the parameter information.

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 lists 'company keyword values available as SmartProspect search filters' — a specific verb and resource. It explicitly notes it is reference data and does not reveal contacts, distinguishing it from sibling contact-search tools.

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

Usage Guidelines4/5

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

The description implies usage: retrieving filter options for SmartProspect searches. It clarifies it is reference-only and does not reveal contacts, which helps the agent avoid using it for contact discovery. However, it does not explicitly name alternative tools or state when not to use it, so it falls short of a 5.

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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