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Maxinger15

servarr-analytics-mcp

by Maxinger15

Report Recommendations

report_recommendations

Generate report recommendations for Servarr apps by filtering data with date ranges, grouping, and detail levels to uncover actionable insights.

Instructions

Generate report recommendations.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
toNo
appNo
fromNo
pageNo
limitNo
cursorNo
detailNonormal
fieldsNo
groupByNo
pageSizeNo
sampleRecordsNo
Behavior2/5

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

No annotations are provided, so the description must disclose behavioral traits. It only says 'Generate report recommendations,' which fails to describe any side effects, read/write behavior, auth requirements, rate limits, or return handling. This is insufficient.

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

Conciseness2/5

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

The description is a single sentence, which is concise but severely under-specified. It does not provide necessary information, so it fails to earn its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity (11 parameters, no schema descriptions, no output schema, many sibling tools), the description is completely inadequate. It lacks details on parameters, return values, and usage context.

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

Parameters1/5

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

The input schema has 11 parameters with zero description coverage (0%). The description does not explain any parameter's purpose, format, or usage. It fails to compensate for the missing schema descriptions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description is 'Generate report recommendations,' which names a verb and resource but is extremely vague. Among many sibling tools that start with 'report_' (e.g., report_failed_downloads, report_monthly_statistics), this does not distinguish what kind of recommendations it generates, leaving the purpose unclear.

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 provides no guidance on when to use this tool versus alternatives. It does not mention any context, prerequisites, or scenarios where this tool is preferred over other report tools.

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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