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Low-hanging fruit

find_quick_wins
Read-only

Use when the user asks for low-hanging fruit, quick wins, or striking-distance keywords. Each result includes the estimated monthly clicks gained by moving up.

Input Schema

NameRequiredDescriptionDefault
limitNo
projectIdNo

Output Schema

NameRequiredDescriptionDefault
actionsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • addedOutput schema / properties / actions / items / properties / difficulty
      Added value: +{
      +  "type": [
      +    "number",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / actions / items / properties / searchVolume
      Added value: +{
      +  "type": [
      +    "number",
      +    "null"
      +  ]
      +}
    • changedOutput schema / properties / actions / items / required
      Previous value: -[
      -  "actionKey",
      -  "type",
      -  "title",
      -  "why",
      -  "estimatedMonthlyClicks",
      -  "effort",
      -  "nextSteps",
      -  "projectId",
      -  "projectName",
      -  "keywordId",
      -  "keyword"
      -]New value: +[
      +  "actionKey",
      +  "type",
      +  "title",
      +  "why",
      +  "estimatedMonthlyClicks",
      +  "searchVolume",
      +  "difficulty",
      +  "effort",
      +  "nextSteps",
      +  "projectId",
      +  "projectName",
      +  "keywordId",
      +  "keyword"
      +]
  2. 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, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description adds that each result carries an estimated monthly click gain, which is useful behavioral context, but says nothing about ranking method, scope, or defaults. Modest added value beyond structured fields.

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?

Two sentences, zero filler, and the trigger condition is front-loaded before the result description. Every sentence earns its place.

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?

An output schema exists, so return values needn't be explained, and annotations cover safety. The gap is parameter context: with no required parameters and an undocumented projectId, the description leaves ambiguous whether the tool runs across all projects by default.

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% for both parameters, so the description carries the full burden and fails: neither 'limit' (max 25) nor 'projectId' is mentioned. An agent cannot tell from the description that results are scoped to a project or that the list is capped.

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 resource (quick wins / striking-distance keywords) and the value delivered (estimated monthly clicks gained). It is distinguishable from generic siblings like find_opportunities by the 'low-hanging fruit' framing, though it never explicitly contrasts with them.

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?

'Use when the user asks for low-hanging fruit, quick wins, or striking-distance keywords' gives concrete trigger phrases an agent can match against a user request. No when-not-to-use guidance or named alternatives (e.g., find_opportunities) are provided.

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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