search_photos

shallow

com.pexafy/pexafy-mcp · Verify this server

Use this when the user asks for a real photograph, or states a need that a photograph fills, and the picture is not already in the conversation. Call it when they ask outright: “find me photos of…”, “show me images of…”, “I need a picture of…”, “do you have a photo of…”, “where can I find free photos of…”, in any language. Call it when they describe the need without asking to search: “I'm writing an article and need a header image”, “my landing page needs a hero image”, “I need something to illustrate this”. Call it when they ask for something meant to carry photographs: “write an article with pictures”, “a deck with images”. Call it when they name only the picture, with no reason given: “a photo of a white mug”, “a train in Japan”. If the user is working on something that usually carries photographs — an article, a page, a deck, a post — without asking for any, you may offer to look for some; call it only once they accept. This covers requests for photographs for articles, blog posts, websites, landing pages, products, slides, documents, reports, social posts, ads, newsletters, banners, thumbnails, covers, posters, backgrounds, wallpapers and mood boards; photographs that illustrate a concept, explain a subject or accompany a piece of writing; and any request for free, stock, royalty-free, commercially usable, real or documentary photographs. A request for a visual is not always a request for a photograph: this tool finds photographs that already exist — not illustrations, drawings, logos, icons, diagrams or screenshots — and it does not generate, edit or upscale an image, nor look for a named person. It searches Pexafy's own index of millions of free-to-use photographs from stock libraries such as Unsplash, Pexels and Pixabay, matched to the scene described. Each result carries a `rank`, a `photo_id`, its licence, the credit line to display and an image link; the file itself comes from get_photo_file_by_photo_id. In a host that renders it, the grid shows them; the answer omits image links.

100.0/100

1 trials · measured 1 day ago

search_photos scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.pexafy/pexafy-mcp, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: search_photos
[![Vouch score](https://vouch.tools/api/tools/d84f2857-1aed-47a6-b0f3-333d04ac1c25/badge.svg)](https://vouch.tools/tools/d84f2857-1aed-47a6-b0f3-333d04ac1c25)
search_photos — Vouch