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analyze_collection

Read-onlyIdempotent

Deep analysis of the user's saved library — content breakdown, reading habits, subreddit distribution, engagement stats, label usage, saving patterns, and personalized insights.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. 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, idempotentHint=true, and destructiveHint=false, so the safety profile is fully covered. The description adds scope and the kinds of insights returned, but does not disclose behavior such as latency, rate limits, or whether the analysis is based on all saved items over all time. Given the annotation burden is low, a 3 is fair.

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?

A single front-loaded sentence leads with the core purpose and then delivers a compact list of analysis dimensions. Every clause adds information, there is no fluff, and nothing repeats what the schema or annotations already provide.

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?

For a parameterless tool with no output schema, the description enumerates the major result areas and even says it produces personalized insights, which is enough for basic invocation. However, it does not describe the output shape, whether results can be empty, or how the analysis is structured, leaving minor ambiguity.

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

Parameters4/5

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

The tool takes zero parameters, and schema description coverage is 100%, so the description does not need to compensate for any undocumented inputs. Baseline score for zero parameters is 4, and the description correctly stays silent since there is nothing to explain.

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?

The description clearly states it performs deep analysis of the user's saved library and enumerates concrete aspects like content breakdown, subreddit distribution, and personalized insights. This is a specific verb+resource pairing, but it does not explicitly differentiate it from siblings such as get_stats or recommend_posts.

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?

There is no guidance on when to use this tool versus alternatives like get_stats, list_subreddits, or recommend_posts. No conditions, exclusions, or alternative tool names appear, so an agent has to infer the intended use from the name alone.

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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