{"id":"wzzotero-mcp-server","name":"wzzotero-mcp-server","homepage":"https://pypi.org/project/wzzotero-mcp-server/","repo_url":null,"category":"ai-ml","subcategories":[],"tags":["mcp","zotero","bibliography","citations","research-automation","agent-tools"],"what_it_does":"An MCP server package intended to provide Zotero-related capabilities to AI agents via the Model Context Protocol, likely allowing tools to read/search/create Zotero items and metadata.","use_cases":["Letting an AI assistant query Zotero libraries for citations and bibliographic metadata","Assisting with research workflows by retrieving/organizing Zotero items via MCP tools","Generating citations/exports by leveraging Zotero data from within an agent runtime"],"not_for":["Direct production use without verifying correctness and safety of the MCP tool implementations","Handling sensitive personal data unless you confirm Zotero access controls and data handling behavior","Replacing a full Zotero desktop/browser client for all Zotero management features"],"best_when":null,"avoid_when":null,"alternatives":["Zotero Web API (if applicable)","Direct Zotero desktop/API integration via custom scripts","Other community MCP servers for bibliographic/citation workflows","General-purpose web scraping/citation extraction tools (when Zotero integration is not required)"],"af_score":39.5,"security_score":35.5,"reliability_score":30.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:38:28.233643+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"Authentication requirements (if any) are not provided in the supplied content; MCP servers commonly rely on host-side configuration or Zotero authentication/context, but this can’t be confirmed from the provided data."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing information provided; assumed open-source/self-hosted or not specified."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":39.5,"security_score":35.5,"reliability_score":30.0,"mcp_server_quality":55.0,"documentation_accuracy":40.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":60.0,"rate_limit_clarity":0.0,"tls_enforcement":30.0,"auth_strength":35.0,"scope_granularity":30.0,"dependency_hygiene":45.0,"secret_handling":40.0,"security_notes":"Security specifics (TLS usage, auth mechanism, scope control, secret handling) are not verifiable from the provided content. As an MCP server interacting with Zotero data, it should be treated as having access to potentially sensitive library metadata; ensure least-privilege access and avoid logging tokens or Zotero credentials.","uptime_documented":0.0,"version_stability":45.0,"breaking_changes_history":40.0,"error_recovery":35.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["MCP tools may require precise tool/argument names; agents can fail if the server’s tool schema isn’t clearly documented.","If tool calls mutate Zotero state (create/update), the lack of explicit idempotency guidance can cause duplicates on retries.","Binary/attachment-heavy Zotero items may require special handling; agents might not manage attachment retrieval gracefully.","Network/filesystem access permissions to the Zotero environment may be required; misconfiguration can look like tool errors."]}}