{"id":"linuxserver-zotero","name":"zotero","homepage":"https://hub.docker.com/r/linuxserver/zotero","repo_url":"https://hub.docker.com/r/linuxserver/zotero","category":"cms","subcategories":[],"tags":["bibliography","citation-management","research","metadata-import","desktop-app","productivity","sync"],"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).","use_cases":["Personal/academic bibliography management","Importing references from web pages and metadata providers","Organizing research collections and tagging","Generating citations and bibliographies in common citation styles","Annotating and storing PDFs alongside references"],"not_for":["Acting as a general-purpose document database for arbitrary application data","Real-time collaboration/social feed as a primary feature (unless using its sync features)","Providing a programmable API-first service for third-party systems"],"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.","alternatives":["Mendeley","EndNote","Zotero standalone alternatives for citation management like Papers (Mac)","Overleaf+BibTeX/Biber pipelines (for simpler workflows)","Custom tooling using bibliographic formats (BibTeX/CSL) with scripts"],"af_score":19.2,"security_score":53.0,"reliability_score":38.8,"package_type":"mcp_server","discovery_source":["docker_mcp"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:35:48.231108+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":false,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":["Zotero account login for sync features"],"oauth":false,"scopes":false,"notes":"The core package is not presented as an API service; authentication is primarily for account-based sync rather than scoped API access for programmatic clients."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing information is not provided in the supplied data."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":19.2,"security_score":53.0,"reliability_score":38.8,"mcp_server_quality":0.0,"documentation_accuracy":0.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":85.0,"rate_limit_clarity":0.0,"tls_enforcement":60.0,"auth_strength":70.0,"scope_granularity":20.0,"dependency_hygiene":50.0,"secret_handling":60.0,"security_notes":"Security is assessed from general product expectations, not from provided developer/API docs. Since it is not described as an API service here, fine-grained scope control and API secret handling details are not evidenced.","uptime_documented":0.0,"version_stability":65.0,"breaking_changes_history":40.0,"error_recovery":50.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_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."]}}