{"generated_at":"2026-10-14T20:07:22+00:00","item":{"added_at":"2026-09-03","analysis_method":"independent_manual_review_2026-10-10","assessment_status":"provisional","auth_posture":"auth_required","category":"Web Connector","confidence":"high","description":"Enrich CSV datasets with prompt-driven jobs in Everyn. Research leads, classify or summarize text, and generate personalized email introductions. Upload datasets, start or cancel runs, inspect results, and export them.","did":"d28e0e5f-b69c-465d-98f0-491418cd1961","documentation_url":"https://www.everyn.ai/docs","editorial_description":{"extended_description":"Search existing datasets, jobs, and runs, save job definitions, and consult Everyn documentation from the connected account.","schema_version":1,"summary":"Enrich CSV datasets with prompt-driven jobs in Everyn.\nResearch leads, classify or summarize text, and generate personalized email introductions.\nUpload datasets, start or cancel runs, inspect results, and export them."},"homepage_url":"","icon":"https://www.everyn.ai/apple-touch-icon.png","id":"d28e0e5f-b69c-465d-98f0-491418cd1961","installs":0,"last_scanned":"","license":"","long_description":"Search existing datasets, jobs, and runs, save job definitions, and consult Everyn documentation from the connected account.","manual_assessment":"high","manual_review":{"all_findings":[{"evidence":"Official docs instruct users to run a small sample and approve a full run only after checking spend tolerance and usage.","reasoning":"Starting metered AI processing can consume paid account resources.","risk_type":"financial_transaction","severity":"high","title":"AI dataset runs can consume paid usage","triggering_tools_or_skills":["start_run"]},{"evidence":"Official docs describe datasets, job specs, runs and exports as durable auditable objects.","reasoning":"These actions create or change meaningful account data.","risk_type":"data_modification","severity":"medium","title":"CSV datasets, reusable jobs, runs and exports are persisted","triggering_tools_or_skills":["upload_csv","save_job","start_run","cancel_run","export_run"]},{"evidence":"The connector runs at https://mcp.everyn.ai/mcp without a pinned server implementation in the review packet.","reasoning":"The hosted implementation can change independently of this snapshot, so runtime verification and change monitoring remain necessary.","risk_type":"provenance_uncertainty","severity":"low","title":"Everyn is a mutable hosted service","triggering_tools_or_skills":[]}],"assessment_status":"provisional","auth_and_scopes":"Authentication connects durable datasets, jobs, runs and exports in the user's Everyn account; exact workspace roles are not documented on the opened overview.","blocked_missing_evidence":null,"confidence":"high","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/d28e0e5f-b69c-465d-98f0-491418cd1961.json","what_it_proves":"Candidate PR #125 record identity (name \"Everyn\", publisher, type web_connector) and 14 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/d28e0e5f-b69c-465d-98f0-491418cd1961: complete tool_names inventory (14 tools), remote streamable-http endpoint https://mcp.everyn.ai/mcp, auth_posture auth_required, directory tier community"},{"accessed_at":"2026-10-10T21:14:44Z","url_or_path":"https://www.everyn.ai/docs","what_it_proves":"Official docs confirm durable dataset/job/run/export objects and require reviewing spend tolerance before approving a full run."}],"primary_reason":"Everyn persists data workflows and can launch metered AI runs that consume paid usage.","provisional_risk":null,"publication_recommendation":"accept","requires_runtime_verification":true,"review_key":"claude:d28e0e5f-b69c-465d-98f0-491418cd1961","reviewed_at":"2026-10-10","reviewer_notes":"Reviewed all 14 tools and official workflow overview. The exact per-call price is plan-dependent, but documented spend tolerance makes paid consumption explicit.","risk_domains":{"arbitrary_network_access":"false","authz_ambiguity":"false","browser_control":"false","credential_or_admin_actions":"false","deletes_data":"false","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":"false","provenance_uncertainty":"true","reads_private_data":"true","runs_code_or_queries":"false","sends_messages_as_user":"false","spends_or_moves_money":"true"},"tools_or_skills_reviewed":14,"tools_or_skills_total":14},"name":"Everyn","needs_runtime_verification":true,"plutonium_url":"https://plutonium.pluto.security/detail.html?planet=claudesec&did=d28e0e5f-b69c-465d-98f0-491418cd1961&utm_source=plutonium_analysis_skill&utm_medium=claude_skill&utm_campaign=connector_risk_assessment","privacy_policy_url":"https://www.everyn.ai/privacy","provisional_risk":null,"publication_recommendation":"accept","publisher":"Everyn, Inc.","publisher_url":"https://www.everyn.ai/","remote_url":"https://mcp.everyn.ai/mcp","repository_url":"","risk":"high","risk_severity":"high","security_risks":[{"description":"This connector can spend money, consume paid credits, or change financially consequential resources. Review findings: Starting metered AI processing can consume paid account resources.","evidence":"AI dataset runs can consume paid usage: Official docs instruct users to run a small sample and approve a full run only after checking spend tolerance and usage.","manual_risk_type":"financial_transaction","remediation":{"block_tool_categories":["financial"],"steps":["Set provider-side spending limits and require approval for every financial action.","Use a dedicated low-balance account and review transaction logs."]},"risk_type":"spends_money","severity":"high","title":"AI dataset runs can consume paid usage","triggering_tools":["start_run"]},{"description":"This connector can create, update, configure, or otherwise change connected resources. Review findings: These actions create or change meaningful account data.","evidence":"CSV datasets, reusable jobs, runs and exports are persisted: Official docs describe datasets, job specs, runs and exports as durable auditable objects.","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":"CSV datasets, reusable jobs, runs and exports are persisted","triggering_tools":["upload_csv","save_job","start_run","cancel_run","export_run"]}],"signature_status":"unknown","source_code_reviewed":false,"support_url":"https://www.everyn.ai/help","tags":["modifies_data","network_access","oauth_required","spends_money","web_connector"],"tools":[{"description":"","name":"cancel_run","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: These actions create or change meaningful account data."}},{"description":"","name":"export_run","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: These actions create or change meaningful account data."}},{"description":"","name":"get_context"},{"description":"","name":"get_dataset"},{"description":"","name":"get_job"},{"description":"","name":"get_run"},{"description":"","name":"get_run_results"},{"description":"","name":"save_job","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: These actions create or change meaningful account data."}},{"description":"","name":"search_datasets"},{"description":"","name":"search_docs"},{"description":"","name":"search_jobs"},{"description":"","name":"search_runs"},{"description":"","name":"start_run","risk":{"category":"financial","level":"high","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can spend money, consume paid credits, or change financially consequential resources. Review findings: Starting metered AI processing can consume paid account resources."}},{"description":"","name":"upload_csv","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: These actions create or change meaningful account data."}}],"tools_count":14,"transport":"streamable-http","type":"web_connector","url":"https://claude.ai/directory/d28e0e5f-b69c-465d-98f0-491418cd1961","uuid":"9f055274-0700-5dff-8156-30578335ccaa","verification_tier":"community","version":""},"query_key":"everyn","schema_version":1,"status":"match"}