{"id":"linuxserver-zotero","name":"zotero","af_score":19.2,"security_score":53.0,"reliability_score":38.8,"what_it_does":"Zotero is reference-management software for collecting, organizing, citing, and sharing research sources (e.g., importing from browsers/catalogs, managing PDFs/notes, and generating citations/bibliographies).","best_when":"You want desktop/curation-focused reference management with citation generation and the option to sync your library.","avoid_when":"You need a documented programmatic REST/GraphQL API with stable endpoints, or you need strict automation without human-in-the-loop interaction.","last_evaluated":"2026-04-04T19:35:48.231108+00:00","has_mcp":false,"has_api":false,"auth_methods":["Zotero account login for sync features"],"has_free_tier":false,"known_gotchas":["Zotero is primarily an end-user application rather than an API-first developer service, so agent integration may require UI automation or unofficial/unsupported approaches.","No evidence of stable machine-readable API contracts (REST/GraphQL) or clear rate limits from the provided data."],"error_quality":0.0}