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enescanguven

visual-image-search-mcp

by enescanguven

Search images (contact sheet)

image_search
Read-only

Search the web for images and get a numbered contact sheet of results. Select cells by ID to inspect or download the chosen images.

Instructions

Search the web for images and get back a single numbered contact sheet showing the results. Look at the sheet, decide which cells you want, then pass their ids to image_inspect or image_download. Image URLs are held server-side and referenced by id.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoResult page, for seeing more of the same query.
safeNomoderate
countNoHow many cells on the sheet (1-16).
queryYesWhat to search for.
licenseNoAnything but "any" routes to a provider that reports per-image licences.any
providerNoForce one provider instead of the automatic chain. One of: duckduckgo, openverse, wikimedia, brave, google_cse, serper.
min_widthNoDrop results narrower than this.
orientationNoany

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageYes
resultsYes
has_moreYes
providerYes
warningsYes
search_idYes
Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint. The description adds valuable behavioral context: results arrive as a single numbered contact sheet and URLs are held server-side referenced by id, which is not obvious from annotations or schema.

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?

Three sentences, front-loaded with the core purpose, followed by workflow and an important id-based detail. Every sentence earns its place with no redundant fluff.

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?

An output schema exists, so return-value details are covered elsewhere. The description explains the contact sheet model, workflow with siblings, and server-side id handling, making it complete enough for a search tool.

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 coverage is 75%, so most parameters already have descriptions. The tool description itself adds no param-level detail, and the two schema-documented parameters (safe, orientation) are not compensated for in the description.

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 states a specific verb and resource: 'Search the web for images and get back a single numbered contact sheet'. It clearly distinguishes from sibling tools by instructing users to pass selected cell ids to image_inspect or image_download.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It provides a clear workflow: search, inspect the contact sheet, then pass ids to sibling tools. It does not explicitly state when not to use this tool, but the context and sibling relationship give sufficient usage guidance.

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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