{"generated_at":"2026-10-14T20:07:22+00:00","item":{"added_at":"2026-08-31","analysis_method":"independent_manual_review_2026-10-10","assessment_status":"provisional","auth_posture":"auth_required","category":"Web Connector","confidence":"medium","description":"AiTrillion retrieves your store's loyalty, membership, customer, and review data. Inspect rewards, earning rules, product ratings, orders, and reports. The connection is read-only and cannot create, edit, or delete records.","did":"f312f11d-813f-4dfe-b0bd-f5feb47c807f","documentation_url":"https://docs.aitrillion.com/","editorial_description":{"extended_description":"Look up customer activity, unused rewards, membership status, email lists, and messaging templates. Product and review tools also provide recommendation or engagement information.","schema_version":1,"summary":"AiTrillion retrieves your store's loyalty, membership, customer, and review data.\nInspect rewards, earning rules, product ratings, orders, and reports.\nThe connection is read-only and cannot create, edit, or delete records."},"homepage_url":"","icon":"","id":"f312f11d-813f-4dfe-b0bd-f5feb47c807f","installs":0,"last_scanned":"","license":"","long_description":"Look up customer activity, unused rewards, membership status, email lists, and messaging templates. Product and review tools also provide recommendation or engagement information.","manual_assessment":"medium","manual_review":{"all_findings":[{"evidence":"The 37 tools retrieve store customers, activity logs, fields, orders, loyalty rewards, memberships, reports, and email-list membership.","reasoning":"This includes personal customer identity, purchase history, engagement, and membership data.","risk_type":"private_data_read","severity":"medium","title":"Customers, orders, loyalty, membership, and rewards data are exposed","triggering_tools_or_skills":["aitrillion_get_customer","aitrillion_list_customers","aitrillion_get_order","aitrillion_get_customer_loyalty_details","aitrillion_get_customer_membership_status"]},{"evidence":"The connector returns customer-written reviews, questions/answers, and activity data.","reasoning":"Customer-generated text is untrusted model input.","risk_type":"prompt_injection_exposure","severity":"low","title":"Reviews, questions, and customer activity enter context","triggering_tools_or_skills":["aitrillion_get_product_review","aitrillion_list_question_answers","aitrillion_get_customer_activity_log"]}],"assessment_status":"provisional","auth_and_scopes":"Authentication grants strictly read-only access to one AiTrillion store according to the listing; exact customer-data scopes are not stated.","blocked_missing_evidence":null,"confidence":"medium","displayed_risk":"medium","evidence_completeness":"partial","manual_overall_risk":"medium","official_sources":[{"accessed_at":"2026-10-10T20:24:37Z","url_or_path":"plutosecurity/plutonium@b749c8dc43536c794409be9805edd48063f045e2:app/data/conn/claudesec/f312f11d-813f-4dfe-b0bd-f5feb47c807f.json","what_it_proves":"Candidate PR #125 record identity (name \"AiTrillion\", publisher, type web_connector) and 37 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/f312f11d-813f-4dfe-b0bd-f5feb47c807f: complete tool_names inventory (37 tools), remote streamable-http endpoint https://mcp.aitrillion.com/, auth_posture auth_required, directory tier community"}],"primary_reason":"AiTrillion is read-only but exposes broad personal and commercial e-commerce data.","provisional_risk":null,"publication_recommendation":"accept","requires_runtime_verification":true,"review_key":"claude:f312f11d-813f-4dfe-b0bd-f5feb47c807f","reviewed_at":"2026-10-10","reviewer_notes":"Reviewed all 37 tools; names are consistently GET/LIST and the listing explicitly says it cannot create, edit, or delete.","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":"false","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":37,"tools_or_skills_total":37},"name":"AiTrillion","needs_runtime_verification":true,"plutonium_url":"https://plutonium.pluto.security/detail.html?planet=claudesec&did=f312f11d-813f-4dfe-b0bd-f5feb47c807f&utm_source=plutonium_analysis_skill&utm_medium=claude_skill&utm_campaign=connector_risk_assessment","privacy_policy_url":"https://www.aitrillion.com/privacy-policy","provisional_risk":null,"publication_recommendation":"accept","publisher":"AiTrillion","publisher_url":"https://www.aitrillion.com/","remote_url":"https://mcp.aitrillion.com/","repository_url":"","risk":"medium","risk_severity":"medium","security_risks":[{"description":"This connector can read information available to the connected account and return it to the AI. Review findings: This includes personal customer identity, purchase history, engagement, and membership data.","evidence":"Customers, orders, loyalty, membership, and rewards data are exposed: The 37 tools retrieve store customers, activity logs, fields, orders, loyalty rewards, memberships, reports, and email-list membership.","manual_risk_type":"private_data_read","remediation":{"block_tool_categories":["data_exfiltration"],"steps":["Use a least-privilege account limited to the information required by the workflow.","Restrict folders, projects, tenants, and other data scopes wherever the provider allows it.","Review access logs for unexpected reads or bulk retrieval."]},"risk_type":"reads_private_data","severity":"medium","title":"Customers, orders, loyalty, membership, and rewards data are exposed","triggering_tools":["aitrillion_get_customer","aitrillion_list_customers","aitrillion_get_order","aitrillion_get_customer_loyalty_details","aitrillion_get_customer_membership_status"]}],"signature_status":"unknown","source_code_reviewed":false,"support_url":"https://www.aitrillion.com/contact-us","tags":["network_access","oauth_required","reads_private_data","web_connector"],"tools":[{"description":"","name":"aitrillion_get_all_products_average_rating"},{"description":"","name":"aitrillion_get_customer","risk":{"category":"data_exfiltration","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can read information available to the connected account and return it to the AI. Review findings: This includes personal customer identity, purchase history, engagement, and membership data."}},{"description":"","name":"aitrillion_get_customer_activity_log"},{"description":"","name":"aitrillion_get_customer_fields"},{"description":"","name":"aitrillion_get_customer_loyalty_details","risk":{"category":"data_exfiltration","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can read information available to the connected account and return it to the AI. Review findings: This includes personal customer identity, purchase history, engagement, and membership data."}},{"description":"","name":"aitrillion_get_customer_membership_status","risk":{"category":"data_exfiltration","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can read information available to the connected account and return it to the AI. Review findings: This includes personal customer identity, purchase history, engagement, and membership data."}},{"description":"","name":"aitrillion_get_customer_unused_rewards"},{"description":"","name":"aitrillion_get_discount_detail"},{"description":"","name":"aitrillion_get_email_list"},{"description":"","name":"aitrillion_get_email_list_customers"},{"description":"","name":"aitrillion_get_loyalty_program"},{"description":"","name":"aitrillion_get_membership_detail"},{"description":"","name":"aitrillion_get_membership_language"},{"description":"","name":"aitrillion_get_order","risk":{"category":"data_exfiltration","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can read information available to the connected account and return it to the AI. Review findings: This includes personal customer identity, purchase history, engagement, and membership data."}},{"description":"","name":"aitrillion_get_order_insights"},{"description":"","name":"aitrillion_get_product_average_rating"},{"description":"","name":"aitrillion_get_product_recommendations"},{"description":"","name":"aitrillion_get_product_review"},{"description":"","name":"aitrillion_get_reports"},{"description":"","name":"aitrillion_get_review_settings"},{"description":"","name":"aitrillion_get_site_review"},{"description":"","name":"aitrillion_get_storefront_product_reviews"},{"description":"","name":"aitrillion_get_whatsapp_template"},{"description":"","name":"aitrillion_list_customer_memberships"},{"description":"","name":"aitrillion_list_customers","risk":{"category":"data_exfiltration","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can read information available to the connected account and return it to the AI. Review findings: This includes personal customer identity, purchase history, engagement, and membership data."}},{"description":"","name":"aitrillion_list_earning_rules"},{"description":"","name":"aitrillion_list_email_lists"},{"description":"","name":"aitrillion_list_loyalty_customers"},{"description":"","name":"aitrillion_list_membership_plans"},{"description":"","name":"aitrillion_list_new_arrival_products"},{"description":"","name":"aitrillion_list_orders"},{"description":"","name":"aitrillion_list_product_reviews"},{"description":"","name":"aitrillion_list_question_answers"},{"description":"","name":"aitrillion_list_recently_viewed_products"},{"description":"","name":"aitrillion_list_site_reviews"},{"description":"","name":"aitrillion_list_trending_products"},{"description":"","name":"aitrillion_list_whatsapp_templates"}],"tools_count":37,"transport":"streamable-http","type":"web_connector","url":"https://claude.ai/directory/f312f11d-813f-4dfe-b0bd-f5feb47c807f","uuid":"c5c10044-d6be-5de2-bc8a-25ed9934de4b","verification_tier":"community","version":""},"query_key":"aitrillion","schema_version":1,"status":"match"}