{"id":"linuxserver-piwigo","name":"piwigo","af_score":26.2,"security_score":47.5,"reliability_score":35.0,"what_it_does":"Piwigo is an open-source photo gallery/web platform for managing, organizing, and displaying images (including albums, thumbnails, and user-facing gallery pages).","best_when":"You want a self-hosted gallery with customization, plugin support, and web-based browsing rather than a developer-first API product.","avoid_when":"You need first-class, well-documented public REST/GraphQL APIs, strong standardized auth for API clients, or a guaranteed operational uptime/SLA.","last_evaluated":"2026-03-30T13:36:27.550647+00:00","has_mcp":false,"has_api":false,"auth_methods":["Web login (session/cookies) for registered users","Admin/user management (self-hosted)"],"has_free_tier":false,"known_gotchas":["Primarily designed for browser/web interaction; agent integration via HTTP APIs is not standardized by the provided interface info.","Self-hosted deployment means operational reliability/security depend heavily on your configuration and updates.","Image uploads/cropping operations may be non-idempotent unless carefully designed at the application level."],"error_quality":0.0}