{"generated_at":"2026-10-14T20:07:22+00:00","item":{"added_at":"2026-08-04","analysis_method":"independent_manual_review_2026-10-10","assessment_status":"provisional","auth_posture":"auth_required","category":"Interactive Connector","confidence":"high","description":"Retrieves customer-feedback intelligence from Chattermill. Explore feedback, metrics, themes and observations in customer context. Generate highlights and inspect analysis through the Chattermill platform.","did":"bcf7577b-d040-46e7-a032-d4bd83f63f61","documentation_url":"https://docs.chattermill.com/","editorial_description":{"extended_description":"Tools list views, attributes and metric options to help scope questions and retrieve relevant feedback.","schema_version":1,"summary":"Retrieves customer-feedback intelligence from Chattermill.\nExplore feedback, metrics, themes and observations in customer context.\nGenerate highlights and inspect analysis through the Chattermill platform."},"homepage_url":"","icon":"","id":"bcf7577b-d040-46e7-a032-d4bd83f63f61","installs":0,"last_scanned":"","license":"","long_description":"Tools list views, attributes and metric options to help scope questions and retrieve relevant feedback.","manual_assessment":"low","manual_review":{"all_findings":[{"evidence":"Official docs describe retrieval of raw feedback, insights, summaries and metrics and explicitly characterize all tools as read-only.","reasoning":"The connector exposes sensitive customer conversations/feedback but cannot change or send records.","risk_type":"private_data_read","severity":"low","title":"Reads and analyzes customer-feedback data","triggering_tools_or_skills":["generate_highlights","get_feedback","get_metrics","list_attributes","list_metric_options","list_themes","list_views","search_attributes","search_observations"]}],"assessment_status":"provisional","auth_and_scopes":"OAuth or API-key authentication is documented depending on the AI client; Chattermill applies existing product permissions to private customer-feedback data.","blocked_missing_evidence":null,"confidence":"high","displayed_risk":"low","evidence_completeness":"partial","manual_overall_risk":"low","official_sources":[{"accessed_at":"2026-10-10T20:24:37Z","url_or_path":"plutosecurity/plutonium@b749c8dc43536c794409be9805edd48063f045e2:app/data/conn/claudesec/bcf7577b-d040-46e7-a032-d4bd83f63f61.json","what_it_proves":"Candidate PR #125 record identity (name \"Chattermill\", publisher, type interactive_connector) and 9 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/bcf7577b-d040-46e7-a032-d4bd83f63f61: complete tool_names inventory (9 tools), remote streamable-http endpoint None, auth_posture auth_required, directory tier community"},{"accessed_at":"2026-10-10T20:56:14Z","url_or_path":"https://docs.chattermill.com/en/articles/13943134-chattermill-mcp-server","what_it_proves":"Official MCP guide says the connector retrieves feedback insights under existing permissions and explicitly recommends allowing all tools because they are read-only."}],"primary_reason":"Chattermill's nine tools retrieve and analyze customer feedback, metrics, themes, observations and views; official docs state all MCP tools are read-only.","provisional_risk":null,"publication_recommendation":"accept","requires_runtime_verification":true,"review_key":"claude:bcf7577b-d040-46e7-a032-d4bd83f63f61","reviewed_at":"2026-10-10","reviewer_notes":"Reviewed all 9 names and the official MCP guide. generate_highlights is documented as analysis, not a persistent write; runtime verification should confirm export/result retention in each client.","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":9,"tools_or_skills_total":9},"name":"Chattermill","needs_runtime_verification":true,"plutonium_url":"https://plutonium.pluto.security/detail.html?planet=claudesec&did=bcf7577b-d040-46e7-a032-d4bd83f63f61&utm_source=plutonium_analysis_skill&utm_medium=claude_skill&utm_campaign=connector_risk_assessment","privacy_policy_url":"https://chattermill.com/legal/privacy-cookie-policy","provisional_risk":null,"publication_recommendation":"accept","publisher":"Chattermill Analytics Limited","publisher_url":"https://chattermill.com/","repository_url":"","risk":"low","risk_severity":"low","security_risks":[{"description":"This connector can read information available to the connected account and return it to the AI. Review findings: The connector exposes sensitive customer conversations/feedback but cannot change or send records.","evidence":"Reads and analyzes customer-feedback data: Official docs describe retrieval of raw feedback, insights, summaries and metrics and explicitly characterize all tools as read-only.","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":"low","title":"Reads and analyzes customer-feedback data","triggering_tools":["generate_highlights","get_feedback","get_metrics","list_attributes","list_metric_options","list_themes","list_views","search_attributes","search_observations"]}],"signature_status":"unknown","source_code_reviewed":false,"support_url":"support@chattermill.com","tags":["interactive_connector","network_access","oauth_required","reads_private_data"],"tools":[{"description":"","name":"generate_highlights"},{"description":"","name":"get_feedback"},{"description":"","name":"get_metrics"},{"description":"","name":"list_attributes"},{"description":"","name":"list_metric_options"},{"description":"","name":"list_themes"},{"description":"","name":"list_views"},{"description":"","name":"search_attributes"},{"description":"","name":"search_observations"}],"tools_count":9,"transport":"streamable-http","type":"interactive_connector","url":"https://claude.ai/directory/bcf7577b-d040-46e7-a032-d4bd83f63f61","uuid":"643e0f47-dbeb-5a19-aa85-22ae91764670","verification_tier":"community","version":""},"query_key":"chattermill analytics limited chattermill","schema_version":1,"status":"match"}