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glincker

glin-profanity-mcp

by glincker

explain_match

Explains why a word or text was flagged with detailed reasoning for content moderation review.

Instructions

Explain why a word was flagged with detailed reasoning

Input Schema

NameRequiredDescriptionDefault
textYesThe text containing the flagged content
wordNoSpecific word to explain

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.2

TDQS

C2.9/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full behavioral burden. It only says the tool returns detailed reasoning and does not disclose read-only behavior, output shape, permissions, rate limits, or how context affects the explanation.

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?

The description is a single front-loaded sentence with no wasted words. It states the action and outcome efficiently.

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?

Given no annotations, no output schema, and many sibling moderation tools, the description is too sparse. It does not explain what the detailed reasoning contains or how the optional word parameter affects results when omitted.

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 documents both parameters, including that 'word' is the specific word to explain. The description adds no parameter-level detail beyond that, so the baseline of 3 is appropriate.

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: explain why a flagged word was flagged, with reasoning. It is clear what the tool does, but it does not differentiate itself from siblings like check_profanity or analyze_context.

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 implies it is used after a word has been flagged, but gives no explicit when-to-use guidance, prerequisites, or alternatives. It does not say when to choose this over analyze_context or check_profanity.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.