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Add a lead keyword

create_lead_keyword

Add a keyword to monitor, with its search phrases and platforms.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
siteIdYes
keywordYes
projectIdYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.7/5.0
Behavior2/5

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

Annotations declare this is a non-destructive write (readOnlyHint=false, destructiveHint=false), so the safety profile is covered. The description adds nothing beyond 'add' — no duplicate-handling behavior, no per-project limits, and no mention of what happens when the keyword already exists.

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

Conciseness4/5

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

One efficient, front-loaded sentence with no filler. It is appropriately sized, though its brevity comes partly from under-specification rather than disciplined editing.

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?

A mutation tool with a nested object, 0% schema description coverage, and no output schema; the description covers only a fraction of what an agent needs. Key creation semantics — required scoping IDs, keyword type taxonomy, and negative keyword support — are absent.

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

Parameters2/5

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

Schema description coverage is 0% and the payload is a nested object with five subfields, so the description carries the burden. It mentions only 'search phrases' (queries) and 'platforms', leaving name, the type enum (buyer_intent/tool/competitor/topic/brand), negativeKeywords, and the required projectId/siteId scoping unexplained.

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?

States a specific verb and resource ('Add a keyword to monitor') and hints at the payload shape. However, it does not differentiate from closely named siblings like add_article_keywords and add_outreach_keywords, so an agent must infer which keyword store this targets.

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?

The description gives no when-to-use context, no prerequisites, and does not name alternatives such as add_article_keywords or add_outreach_keywords. The 'to monitor' phrase implies lead-monitoring scope but never states it explicitly.

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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