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ExpertVagabond

Photo Organizer MCP Server

analyze_photos

Analyze your Google Photos library to detect duplicate photos, review statistics, and generate a report.

Instructions

Analyze Google Photos library - get statistics, find duplicates, and generate a report

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
findDuplicatesNoFind potential duplicate photos
Behavior3/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It implies a read-only operation through 'analyze' and 'report', but does not explicitly state that it does not modify the library or mention permissions. The phrase 'find duplicates' could be ambiguous with removal, though deduplicate_drive exists as a sibling.

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, well-structured sentence that front-loads the primary action ('Analyze Google Photos library') and lists the key deliverables without any fluff or redundancy.

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 tool with one optional parameter and no output schema, the description covers the core purpose and outcome ('generate a report') reasonably well. It could be more specific about what statistics or report format to expect, but it is adequate for the tool's simplicity.

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?

The schema covers the single parameter with 100% coverage, and the description's 'find duplicates' aligns with the parameter findDuplicates. However, the description adds limited new meaning beyond the schema's own description, matching the baseline for high schema coverage.

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 clearly states the tool's function with a specific verb 'Analyze' and resource 'Google Photos library', and lists concrete outputs (statistics, duplicates, report). It distinguishes from sibling tools like analyze_drive and organize_photos_by_date by naming the specific domain and analysis focus.

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 explicit guidance on when to use this tool versus alternatives. The description merely states what it does rather than providing context for selection, such as when to choose analyze_photos over analyze_drive or organize_photos_by_date.

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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