{"generated_at":"2026-10-14T20:07:22+00:00","item":{"added_at":"","analysis_method":"independent_manual_review_2026-10-10","assessment_status":"provisional","auth_posture":"auth_required","category":"Web Connector","confidence":"medium","description":"Scholar Feed researches computer-science and AI papers. Search literature, trace citations or coauthors, retrieve full text, and obtain BibTeX references. Save papers in collections and manage research watches.","did":"ee6fe483-faa2-4519-a67e-338b2abc4bcf","documentation_url":"https://www.scholarfeed.org/developers","editorial_description":{"extended_description":"Explore foundational work, field orientation, and research-gap suggestions, or ask questions about your saved library. The corpus draws from daily ArXiv ingestion and includes AI-based ranking.","schema_version":1,"summary":"Scholar Feed researches computer-science and AI papers.\nSearch literature, trace citations or coauthors, retrieve full text, and obtain BibTeX references.\nSave papers in collections and manage research watches."},"homepage_url":"","icon":"","id":"ee6fe483-faa2-4519-a67e-338b2abc4bcf","installs":0,"last_scanned":"","license":"","long_description":"Explore foundational work, field orientation, and research-gap suggestions, or ask questions about your saved library. The corpus draws from daily ArXiv ingestion and includes AI-based ranking.","manual_assessment":"high","manual_review":{"all_findings":[{"evidence":"The inventory explicitly deletes watches, unsaves papers, and removes papers from collections in the authenticated library.","reasoning":"These operations can destroy monitoring configuration or curated research organization.","risk_type":"data_deletion","severity":"high","title":"Saved state and watches can be removed","triggering_tools_or_skills":["delete_watch","unsave_paper","remove_from_collection"]},{"evidence":"Named tools persist papers, likes, collections, collection membership, and automated literature watches.","reasoning":"They alter the user's research library and future monitoring behavior.","risk_type":"data_modification","severity":"medium","title":"Collections, saved papers, likes, and watches can be created or updated","triggering_tools_or_skills":["save_paper","like_paper","create_collection","add_to_collection","create_watch","update_watch"]},{"evidence":"The connector retrieves scraped ArXiv full text and queries the user's saved literature.","reasoning":"Paper text is external content and can contain adversarial or instruction-like passages.","risk_type":"prompt_injection_exposure","severity":"low","title":"Paper full text enters model context","triggering_tools_or_skills":["fetch_fulltext","get_paper","ask_library"]}],"assessment_status":"provisional","auth_and_scopes":"Authentication connects a Scholar Feed research library; exact account scopes and sharing model are not stated.","blocked_missing_evidence":null,"confidence":"medium","displayed_risk":"high","evidence_completeness":"partial","manual_overall_risk":"high","official_sources":[{"accessed_at":"2026-10-10T20:24:37Z","url_or_path":"plutosecurity/plutonium@b749c8dc43536c794409be9805edd48063f045e2:app/data/conn/claudesec/ee6fe483-faa2-4519-a67e-338b2abc4bcf.json","what_it_proves":"Candidate PR #125 record identity (name \"Scholar Feed\", publisher, type web_connector) and 25 stored tool names; no tool descriptions stored"},{"accessed_at":"2026-09-22T10:46:07Z","url_or_path":"https://api.anthropic.com/api/directory/servers?verified_tier=anthropic,partner,community (snapshot claude-directory-all-tiers-2026-09-22.json)","what_it_proves":"Official Claude Directory listing https://claude.ai/directory/ee6fe483-faa2-4519-a67e-338b2abc4bcf: complete tool_names inventory (25 tools), remote streamable-http endpoint https://mcp.scholarfeed.org/mcp, auth_posture auth_required, directory tier community"}],"primary_reason":"Scholar Feed can delete watches and curated-library state and modify persistent research collections.","provisional_risk":null,"publication_recommendation":"accept","requires_runtime_verification":true,"review_key":"claude:ee6fe483-faa2-4519-a67e-338b2abc4bcf","reviewed_at":"2026-10-10","reviewer_notes":"Reviewed all 25 tools; no publication, email notification, or external-message action is explicit.","risk_domains":{"arbitrary_network_access":"false","authz_ambiguity":"false","browser_control":"false","credential_or_admin_actions":"false","deletes_data":"true","deployment_or_infrastructure":"false","dynamic_hidden_actions":"false","filesystem_or_repo_access":"false","forwards_data_to_third_party":"true","modifies_data":"true","persistent_credentials":"true","prompt_injection_exposure":"true","provenance_uncertainty":"true","reads_private_data":"true","runs_code_or_queries":"false","sends_messages_as_user":"false","spends_or_moves_money":"false"},"tools_or_skills_reviewed":25,"tools_or_skills_total":25},"name":"Scholar Feed","needs_runtime_verification":true,"plutonium_url":"https://plutonium.pluto.security/detail.html?planet=claudesec&did=ee6fe483-faa2-4519-a67e-338b2abc4bcf&utm_source=plutonium_analysis_skill&utm_medium=claude_skill&utm_campaign=connector_risk_assessment","privacy_policy_url":"https://www.scholarfeed.org/privacy-policy","provisional_risk":null,"publication_recommendation":"accept","publisher":"Scholar Feed","publisher_url":"https://www.scholarfeed.org/","remote_url":"https://mcp.scholarfeed.org/mcp","repository_url":"","risk":"high","risk_severity":"high","security_risks":[{"description":"This connector can permanently remove data or resources. Review findings: These operations can destroy monitoring configuration or curated research organization.","evidence":"Saved state and watches can be removed: The inventory explicitly deletes watches, unsaves papers, and removes papers from collections in the authenticated library.","manual_risk_type":"data_deletion","remediation":{"block_tool_categories":["destructive"],"steps":["Disable destructive tools unless deletion is an explicit workflow requirement.","Require human confirmation and verified backups before deletion."]},"risk_type":"deletes_data","severity":"high","title":"Saved state and watches can be removed","triggering_tools":["delete_watch","unsave_paper","remove_from_collection"]},{"description":"This connector can create, update, configure, or otherwise change connected resources. Review findings: They alter the user's research library and future monitoring behavior.","evidence":"Collections, saved papers, likes, and watches can be created or updated: Named tools persist papers, likes, collections, collection membership, and automated literature watches.","manual_risk_type":"data_modification","remediation":{"block_tool_categories":["state_change"],"steps":["Use a test account or sandbox before allowing changes to production data.","Grant only the write permissions required for the intended workflow.","Require human confirmation for consequential state changes."]},"risk_type":"modifies_data","severity":"medium","title":"Collections, saved papers, likes, and watches can be created or updated","triggering_tools":["save_paper","like_paper","create_collection","add_to_collection","create_watch","update_watch"]}],"signature_status":"unknown","source_code_reviewed":false,"support_url":"https://github.com/YGao2005/scholar-feed-mcp","tags":["deletes_data","modifies_data","network_access","oauth_required","web_connector"],"tools":[{"description":"","name":"search_papers"},{"description":"","name":"get_paper"},{"description":"","name":"get_citations"},{"description":"","name":"fetch_fulltext"},{"description":"","name":"find_author"},{"description":"","name":"co_author_graph"},{"description":"","name":"embed_text"},{"description":"","name":"get_field_orientation"},{"description":"","name":"get_foundational_lineage"},{"description":"","name":"save_paper","risk":{"category":"state_change","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can create, update, configure, or otherwise change connected resources. Review findings: They alter the user's research library and future monitoring behavior."}},{"description":"","name":"unsave_paper","risk":{"category":"destructive","level":"high","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can permanently remove data or resources. Review findings: These operations can destroy monitoring configuration or curated research organization."}},{"description":"","name":"like_paper","risk":{"category":"state_change","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can create, update, configure, or otherwise change connected resources. Review findings: They alter the user's research library and future monitoring behavior."}},{"description":"","name":"list_library"},{"description":"","name":"list_collections"},{"description":"","name":"create_collection","risk":{"category":"state_change","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can create, update, configure, or otherwise change connected resources. Review findings: They alter the user's research library and future monitoring behavior."}},{"description":"","name":"add_to_collection","risk":{"category":"state_change","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can create, update, configure, or otherwise change connected resources. Review findings: They alter the user's research library and future monitoring behavior."}},{"description":"","name":"remove_from_collection","risk":{"category":"destructive","level":"high","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can permanently remove data or resources. Review findings: These operations can destroy monitoring configuration or curated research organization."}},{"description":"","name":"create_watch","risk":{"category":"state_change","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can create, update, configure, or otherwise change connected resources. Review findings: They alter the user's research library and future monitoring behavior."}},{"description":"","name":"list_watches"},{"description":"","name":"check_watches"},{"description":"","name":"update_watch","risk":{"category":"state_change","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can create, update, configure, or otherwise change connected resources. Review findings: They alter the user's research library and future monitoring behavior."}},{"description":"","name":"preview_watch"},{"description":"","name":"delete_watch","risk":{"category":"destructive","level":"high","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can permanently remove data or resources. Review findings: These operations can destroy monitoring configuration or curated research organization."}},{"description":"","name":"find_gaps"},{"description":"","name":"ask_library"}],"tools_count":25,"transport":"streamable-http","type":"web_connector","url":"https://claude.ai/directory/ee6fe483-faa2-4519-a67e-338b2abc4bcf","uuid":"4086de7f-c381-50a8-b9cf-b796f56089f1","verification_tier":"community","version":""},"query_key":"scholar feed","schema_version":1,"status":"match"}