Skip to main content
Glama
yanexr

wikimedia-image-search-mcp

by yanexr

Search Wikimedia Commons Images

wikimedia_search_images

Find images on Wikimedia Commons using keyword search, returning metadata, download URLs, and a composite thumbnail grid to compare and select relevant visuals.

Instructions

Search for images on Wikimedia Commons with metadata including download URLs and optional thumbnail composite image for visual comparison. Use results to e.g. fetch full images that are relevant for your task.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum number of results to return (1-50). 12 or fewer is recommended, especially if including thumbnails is enabled.
queryYesSearch query. Note: Wikimedia uses strict keyword matching, not semantic search. Use common, fewer terms for more results.
offsetNoNumber of results to skip for pagination
licenseNoFilter images by license type: 'no_restrictions' for CC0/public domain only, 'all' for any licenseall
include_thumbnailsNoIf true, returns an additional composite image so you can visually view and compare the results. Set to false to save processing time or if you're unable to view images.
Behavior3/5

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

With no annotations, the description carries the burden of disclosing behaviors. It mentions the optional thumbnail composite image and that results include metadata with download URLs. It does not disclose rate limits, pagination behavior, or the strict keyword matching (which is in the schema's query description). Some useful context is added, but not comprehensive.

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 two sentences, front-loaded with the primary purpose and key features, and ends with a practical usage hint. No wasted words.

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 search tool with no output schema and no annotations, the description gives a solid overview: what it does, what results contain, and a usage example. It could mention pagination or that results are limited, but the schema covers limits. The description is fairly complete for its complexity.

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 description coverage is 100%, so the schema already documents all five parameters well. The description adds no extra parameter-specific guidance beyond what the schema provides. Baseline 3 is appropriate.

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 a specific action ('Search for images on Wikimedia Commons') and the resource, while mentioning key outputs (metadata, download URLs, optional thumbnail). It is specific enough to distinguish from a generic image search, even without sibling tools.

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?

The description provides a clear use case ('Use results to e.g. fetch full images that are relevant for your task') and implies when to use this tool (when needing images from Wikimedia Commons). However, it does not explicitly state alternatives or when-not-to-use, but with no sibling tools this is acceptable.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/yanexr/wikimedia-image-search-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server