{"generated_at":"2026-10-14T20:07:22+00:00","item":{"added_at":"2026-08-07","analysis_method":"independent_manual_review_2026-10-10","assessment_status":"provisional","auth_posture":"auth_required","category":"Web Connector","confidence":"high","description":"Jobs to be Done Interview Analyzer structures customer-interview transcripts. Extract forces, decision timelines, requirements, and product opportunities with supporting quotes. Analyses include a shareable report; additional runs after the first use credits.","did":"6a95db53-c2f7-432b-9fb4-a511ca266ea1","documentation_url":"https://ai.jtbdinterviews.com/docs","editorial_description":{"extended_description":"The analysis covers push, pull, anxiety, and habit, plus an assessment of interview quality. Users provide a transcript by pasting or attaching it; authentication is required.","schema_version":1,"summary":"Jobs to be Done Interview Analyzer structures customer-interview transcripts.\nExtract forces, decision timelines, requirements, and product opportunities with supporting quotes.\nAnalyses include a shareable report; additional runs after the first use credits."},"homepage_url":"","icon":"https://ai.jtbdinterviews.com/static/jtbd-analyzer-icon.png","id":"6a95db53-c2f7-432b-9fb4-a511ca266ea1","installs":0,"last_scanned":"","license":"","long_description":"The analysis covers push, pull, anxiety, and habit, plus an assessment of interview quality. Users provide a transcript by pasting or attaching it; authentication is required.","manual_assessment":"high","manual_review":{"all_findings":[{"evidence":"Official docs say analyses after the first free preview use account credits.","reasoning":"Initiating paid-credit consumption is High.","risk_type":"financial_transaction","severity":"high","title":"Consumes analysis credits","triggering_tools_or_skills":["analyze_interview"]},{"evidence":"Official docs say the transcript is analyzed into a private account report with a styled shareable link.","reasoning":"The call persists sensitive interview content and a report artifact.","risk_type":"data_modification","severity":"medium","title":"Stores a private transcript analysis and shareable report","triggering_tools_or_skills":["analyze_interview"]},{"evidence":"The full transcript text from txt, VTT, DOCX or PDF is forwarded to the hosted service.","reasoning":"Interview transcripts may contain sensitive customer and business information.","risk_type":"private_data_read","severity":"low","title":"Processes a full customer interview transcript","triggering_tools_or_skills":["analyze_interview"]}],"assessment_status":"provisional","auth_and_scopes":"OAuth 2.0/Auth0 account is required; each transcript and report is private to that account.","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/6a95db53-c2f7-432b-9fb4-a511ca266ea1.json","what_it_proves":"Candidate PR #125 record identity (name \"Jobs to be Done (JTBD) Interview Analyzer\", publisher, type web_connector) and 1 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/6a95db53-c2f7-432b-9fb4-a511ca266ea1: complete tool_names inventory (1 tools), remote streamable-http endpoint https://ai.jtbdinterviews.com/mcp, auth_posture auth_required, directory tier community"},{"accessed_at":"2026-10-10T22:15:00Z","url_or_path":"https://ai.jtbdinterviews.com/docs","what_it_proves":"Official docs describe the sole tool, private transcript/report storage, a shareable report link and account credits required after the free preview."}],"primary_reason":"JTBD Analyzer consumes account credits and persists transcript analyses.","provisional_risk":null,"publication_recommendation":"accept","requires_runtime_verification":true,"review_key":"claude:6a95db53-c2f7-432b-9fb4-a511ca266ea1","reviewed_at":"2026-10-10","reviewer_notes":"Reviewed the sole tool. The report is private to the account, but link-access controls should be runtime verified before broad sharing.","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":1,"tools_or_skills_total":1},"name":"Jobs to be Done (JTBD) Interview Analyzer","needs_runtime_verification":true,"plutonium_url":"https://plutonium.pluto.security/detail.html?planet=claudesec&did=6a95db53-c2f7-432b-9fb4-a511ca266ea1&utm_source=plutonium_analysis_skill&utm_medium=claude_skill&utm_campaign=connector_risk_assessment","privacy_policy_url":"https://ai.jtbdinterviews.com/privacy","provisional_risk":null,"publication_recommendation":"accept","publisher":"Chris Spiek","publisher_url":"https://ai.jtbdinterviews.com/","remote_url":"https://ai.jtbdinterviews.com/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: Initiating paid-credit consumption is High.","evidence":"Consumes analysis credits: Official docs say analyses after the first free preview use account credits.","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":"Consumes analysis credits","triggering_tools":["analyze_interview"]},{"description":"This connector can create, update, configure, or otherwise change connected resources. Review findings: The call persists sensitive interview content and a report artifact.","evidence":"Stores a private transcript analysis and shareable report: Official docs say the transcript is analyzed into a private account report with a styled shareable link.","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":"Stores a private transcript analysis and shareable report","triggering_tools":["analyze_interview"]},{"description":"This connector can read information available to the connected account and return it to the AI. Review findings: Interview transcripts may contain sensitive customer and business information.","evidence":"Processes a full customer interview transcript: The full transcript text from txt, VTT, DOCX or PDF is forwarded to the hosted service.","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":"Processes a full customer interview transcript","triggering_tools":["analyze_interview"]}],"signature_status":"unknown","source_code_reviewed":false,"support_url":"chris@jobstobedone.org","tags":["modifies_data","network_access","oauth_required","reads_private_data","spends_money","web_connector"],"tools":[{"description":"","name":"analyze_interview","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: Initiating paid-credit consumption is High."}}],"tools_count":1,"transport":"streamable-http","type":"web_connector","url":"https://claude.ai/directory/6a95db53-c2f7-432b-9fb4-a511ca266ea1","uuid":"6ef2e298-6e19-5956-98bb-705ea251477a","verification_tier":"community","version":""},"query_key":"jobs to be done jtbd interview analyzer","schema_version":1,"status":"match"}