{"generated_at":"2026-10-14T20:07:22+00:00","item":{"added_at":"2026-08-17","analysis_method":"independent_manual_review_2026-10-10","assessment_status":"provisional","auth_posture":"auth_required","category":"Web Connector","confidence":"high","description":"AIlon turns audience descriptions into market-research segments and insights. Create projects, compare demographic or behavioral groups, and explore available features. An account with credits is required; analyses and audience generation consume credits.","did":"648de3eb-4149-4cb3-a16d-bf4100ea5766","documentation_url":"https://ailon.io/integration-dokumentation#mcp","editorial_description":{"extended_description":"Results are aggregated at group level, with geographic analysis limited to German federal states through this interface. Existing dashboard audiences, projects, and analysis playbooks can be retrieved.","schema_version":1,"summary":"AIlon turns audience descriptions into market-research segments and insights.\nCreate projects, compare demographic or behavioral groups, and explore available features.\nAn account with credits is required; analyses and audience generation consume credits."},"homepage_url":"","icon":"https://ailon.io/hubfs/AIlon_color+white.png","id":"648de3eb-4149-4cb3-a16d-bf4100ea5766","installs":0,"last_scanned":"","license":"","long_description":"Results are aggregated at group level, with geographic analysis limited to German federal states through this interface. Existing dashboard audiences, projects, and analysis playbooks can be retrieved.","manual_assessment":"high","manual_review":{"all_findings":[{"evidence":"Official docs state that successful insight-data calls debit 1, 3 or 10 credits by feature tier and can use an overdraft limit.","reasoning":"Initiating paid-credit consumption is a High financial capability.","risk_type":"financial_transaction","severity":"high","title":"Consumes AIlon credits for insight retrieval","triggering_tools_or_skills":["get_insight_data"]},{"evidence":"Official docs say projects and generated audiences persist across dashboard, API and MCP.","reasoning":"These actions materially change shared analytics workspace state.","risk_type":"data_modification","severity":"medium","title":"Creates projects and generates audiences","triggering_tools_or_skills":["create_project","generate_audience"]}],"assessment_status":"provisional","auth_and_scopes":"OAuth 2.0 with PKCE is required; access is user-scoped to authorized projects and organizations.","blocked_missing_evidence":null,"confidence":"high","displayed_risk":"high","evidence_completeness":"complete","manual_overall_risk":"high","official_sources":[{"accessed_at":"2026-10-10T20:24:37Z","url_or_path":"plutosecurity/plutonium@b749c8dc43536c794409be9805edd48063f045e2:app/data/conn/claudesec/648de3eb-4149-4cb3-a16d-bf4100ea5766.json","what_it_proves":"Candidate PR #125 record identity (name \"AIlon\", publisher, type web_connector) and 10 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/648de3eb-4149-4cb3-a16d-bf4100ea5766: complete tool_names inventory (10 tools), remote streamable-http endpoint https://mcp.ailon.io/, auth_posture auth_required, directory tier community"},{"accessed_at":"2026-10-10T21:35:00Z","url_or_path":"https://ailon.io/integration-dokumentation#mcp","what_it_proves":"Official docs enumerate ten MCP tools, OAuth user scoping, persistent project/audience creation, and per-success credit charges for insight-data retrieval."}],"primary_reason":"AIlon insight retrieval consumes tiered account credits.","provisional_risk":null,"publication_recommendation":"accept","requires_runtime_verification":true,"review_key":"claude:648de3eb-4149-4cb3-a16d-bf4100ea5766","reviewed_at":"2026-10-10","reviewer_notes":"Reviewed all ten tools against the official tool/billing reference. No delete, messaging or arbitrary-code action is exposed.","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":"true","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":10,"tools_or_skills_total":10},"name":"AIlon","needs_runtime_verification":true,"plutonium_url":"https://plutonium.pluto.security/detail.html?planet=claudesec&did=648de3eb-4149-4cb3-a16d-bf4100ea5766&utm_source=plutonium_analysis_skill&utm_medium=claude_skill&utm_campaign=connector_risk_assessment","privacy_policy_url":"https://ailon.io/datenschutz","provisional_risk":null,"publication_recommendation":"accept","publisher":"Erason","publisher_url":"https://ailon.io/ailon-api-zielgruppen-insights-media-aktivierung","remote_url":"https://mcp.ailon.io/","repository_url":"","risk":"high","risk_severity":"high","security_risks":[{"description":"This connector can spend money, consume paid credits, or change financially consequential resources. 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Review findings: Initiating paid-credit consumption is a High financial capability."}},{"description":"","name":"get_playbook"},{"description":"","name":"list_audiences"},{"description":"","name":"list_feature_categories"},{"description":"","name":"list_features_of_category"},{"description":"","name":"list_projects"},{"description":"","name":"search_features"},{"description":"","name":"whoami"}],"tools_count":10,"transport":"streamable-http","type":"web_connector","url":"https://claude.ai/directory/648de3eb-4149-4cb3-a16d-bf4100ea5766","uuid":"87839f4a-1555-5c77-b6b2-5eadb430baff","verification_tier":"community","version":""},"query_key":"erason ailon","schema_version":1,"status":"match"}