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XCut AI – Viral Content Research

Competitor gaps

xcut_competitor_gaps
Read-onlyIdempotent

Use this when the user wants content gaps versus named competitors in their niche. Free; no sign-in. Output is generic: for work based on the user's own posts, canvases or brand, use the signed-in XcutAI tools. Do not use for writing unrelated to social media or marketing content.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "niche": "<niche>",
      "competitor_names": "<competitor_names>"
    },
    "name": "xcut_competitor_gaps"
  }
}

Input Schema

NameRequiredDescriptionDefault
nicheYesThe niche to compare in.
competitor_namesYes1 to 5 competitor names or handles.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint and openWorldHint, so safety is covered. The description adds context those fields cannot express: 'Free; no sign-in' (auth requirement) and 'Output is generic' (return quality). It stops short of describing pagination or result shape, but the additions are meaningful.

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 short sentences, front-loaded with the primary use case and free of filler. Each sentence carries a distinct constraint: use case, auth/output, and exclusion.

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?

With no output schema, the description usefully notes that output is generic, and it covers auth, scope and exclusions for a simple 2-parameter read tool. Only minor gaps remain (no hint about result granularity), so it is close to complete.

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 the schema already defines 'niche' and 'competitor_names' with constraints. The description references niche and named competitors but adds no format or syntax detail beyond the schema, making the baseline 3 appropriate.

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 states a specific verb and resource — content gaps versus named competitors in a niche — and contrasts it with the signed-in XcutAI tools that operate on the user's own assets. An agent can distinguish this from siblings like xcut_check_niche or xcut_find_outliers by scope alone.

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

Usage Guidelines5/5

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

It gives explicit when-to-use ('when the user wants content gaps versus named competitors'), an alternative route ('for work based on the user's own posts, canvases or brand, use the signed-in XcutAI tools'), and a when-not ('Do not use for writing unrelated to social media or marketing content'). Routing is unambiguous.

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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