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Find what matters in geo-tagged 360° site photos by content, like site context, safety risks, quality issues, and key objects.

search-site-photos
Read-only

Search 360° captures (panoramic site photos) by visual content analysis. Searches what is VISUALLY SEEN in 360° captures — safety hazards, quality issues, work types, objects, equipment, materials, and physical site conditions. Do NOT use for capture counts or statistics — use ask-about-project-data instead. WORKFLOW:

  • Default: call this tool with only query (and optionally date filters / limit). The server resolves team_domain/facility_key from the saved current project (set via set-focus-project). Do NOT call list-my-projects again just to obtain these values.

  • Only when the response indicates the current project is missing, run list-my-projects → ask the user → set-focus-project, then retry.

  • Pass explicit team_domain/facility_key only when the user clearly wants to search a different project than the saved one.

Date filtering: Only use start_date/end_date when the user explicitly mentions dates. Format: YYYY-MM-DD. Omit entirely for general queries without date context.

Args: query: Keywords or phrases describing what to find in 360° captures team_domain: Omit by default. Pass only to override the current project. facility_key: Omit by default. Pass only to override the current project. user_intent: REQUIRED. Pass the user's original question or request verbatim. Used for analytics only, does not affect results. limit: Maximum number of results (default: 10) start_date: Start date filter, YYYY-MM-DD (omit if no date context) end_date: End date filter, YYYY-MM-DD (omit if no date context) scope: Previous search-site-photos result identity to search within. cursor: Cursor for the next page of the same search.

Returns: ToolResult: Image viewer links, 3D coordinates, and capture dates

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
queryYes
scopeNo
cursorNo
end_dateNo
start_dateNo
team_domainNo
user_intentNo
facility_keyNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, so the read-only nature is covered. The description adds valuable workflow behavior: server auto-resolves project context from the saved project, when to retry with project setup, and that user_intent is analytics-only and does not affect results. It doesn't describe pagination/return semantics in depth, but the output schema covers that, and the behavioral notes exceed what annotations provide.

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

Conciseness4/5

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

The description is longer than typical but every section earns its place: purpose, workflow, date filtering, and per-argument notes. Markdown structure (WORKFLOW, Date filtering, Args) makes it scannable. Slightly verbose with the Args section duplicating some schema field names, but the behavioral notes justify the length.

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?

This is a complex tool (9 params, nested scope object with pano list, pagination via cursor, cross-tool workflow). The description addresses the multi-step fallback workflow, project context resolution, and date handling comprehensively. The output schema covers the return structure. Minor gap: the cursor pagination interaction could be spelled out more explicitly, but overall completeness is strong for the complexity.

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?

Schema description coverage is 0%, so the description must compensate for all 9 parameters, and it does: every param gets an inline explanation (query='keywords describing what to find', team_domain/facility_key='omit by default, override current project', user_intent='REQUIRED...does not affect results', limit='default 10', date params='YYYY-MM-DD, omit if no date context', scope='previous result identity', cursor='next page'). This fully compensates for the 0% 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 has a very specific verb+resource ('Search 360° captures by visual content analysis') and clearly distinguishes from siblings by explicitly naming what it does NOT do (capture counts/statistics → ask-about-project-data). It enumerates the exact content types searched (safety hazards, quality issues, work types, objects, equipment, materials, conditions).

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?

Provides an explicit WORKFLOW section detailing default usage (query only), when to override with team_domain/facility_key, when to run list-my-projects → set-focus-project (only when current project is missing), and precise date-filtering guidance (only when user mentions dates, YYYY-MM-DD format). The exclusion of the stats use case with a named alternative is exemplary.

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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TDQS

A4.2/5.0
Disambiguation3/5

Tools generally have distinct purposes, but there is overlap between analyze-progress-and-forecasts and ask-about-project-data for progress metrics, and between search-site-photos and ask-about-project-data for capture data. The descriptions include guidance (e.g., 'use analyze-progress for trade visibility'), but an agent may still be uncertain which tool to choose for a given query.

Naming Consistency4/5

All tool names use a consistent lowercase hyphen-separated format with a verb prefix (e.g., list-my-projects, set-focus-project). Most follow a verb-noun structure, though ask-about-project-data and analyze-progress-and-forecasts include prepositions/conjunctions, making them slightly less uniform.

Tool Count5/5

With 7 tools, the server is well-scoped for its purpose: four analysis tools and three context-management tools. Each tool serves a clear role without unnecessary redundancy, and the count aligns well with typical MCP server conventions.

Completeness4/5

The tool set covers the core needs of project progress analysis, natural language querying, photo search, findings comparison, and project context management. Access to detailed records is available through ask-about-project-data, so no major dead ends. Minor gaps include no dedicated tool for just listing captures or viewing project details, but these are addressable via the query tool.

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