{"generated_at":"2026-10-14T20:07:22+00:00","item":{"added_at":"2026-08-21","analysis_method":"independent_manual_review_2026-10-10","assessment_status":"provisional","auth_posture":"auth_required","category":"Web Connector","confidence":"medium","description":"Preuve AI researches startup ideas, competitors, demand, and risks. Generate source-linked assessments or compare batches of up to ten ideas. A paid-access account is required; paid quota is used only when a deep report is explicitly requested.","did":"7c64ab30-9baa-4479-9cc7-57c73936b9df","documentation_url":"https://docs.preuve.ai/","editorial_description":{"extended_description":"Starter scans are the default. Reports can include market-size evidence, customer quotes, competitor positioning, and pivot suggestions; scores are assessments rather than proof of commercial viability.","schema_version":1,"summary":"Preuve AI researches startup ideas, competitors, demand, and risks.\nGenerate source-linked assessments or compare batches of up to ten ideas.\nA paid-access account is required; paid quota is used only when a deep report is explicitly requested."},"homepage_url":"","icon":"https://preuve.ai/logo-256-dark.png","id":"7c64ab30-9baa-4479-9cc7-57c73936b9df","installs":0,"last_scanned":"","license":"","long_description":"Starter scans are the default. Reports can include market-size evidence, customer quotes, competitor positioning, and pivot suggestions; scores are assessments rather than proof of commercial viability.","manual_assessment":"medium","manual_review":{"all_findings":[{"evidence":"These actions initiate and persist account-side startup research jobs/results.","reasoning":"They create meaningful durable analysis state.","risk_type":"data_modification","severity":"medium","title":"Creates batches and starts/enriches validation analyses","triggering_tools_or_skills":["create_batch","start_analysis","enrich_analysis"]},{"evidence":"The explicit export tools produce downloadable analysis artifacts.","reasoning":"They create durable files containing the user’s research.","risk_type":"file_write","severity":"medium","title":"Exports analyses and batches","triggering_tools_or_skills":["export_analysis","export_batch"]}],"assessment_status":"provisional","auth_and_scopes":"Authentication to Preuve AI is required; batch/analysis storage, quota/credit behavior and export retention are not documented in accessible official material.","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/7c64ab30-9baa-4479-9cc7-57c73936b9df.json","what_it_proves":"Candidate PR #125 record identity (name \"Preuve AI: Startup Idea Validation\", publisher, type web_connector) and 7 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/7c64ab30-9baa-4479-9cc7-57c73936b9df: complete tool_names inventory (7 tools), remote streamable-http endpoint https://mcp.preuve.ai/mcp, auth_posture auth_required, directory tier community"}],"primary_reason":"Preuve AI creates persistent validation jobs/results and export artifacts.","provisional_risk":null,"publication_recommendation":"accept","requires_runtime_verification":true,"review_key":"claude:7c64ab30-9baa-4479-9cc7-57c73936b9df","reviewed_at":"2026-10-10","reviewer_notes":"Reviewed all seven tools. The supplied docs did not expose tool details, so credit consumption and export format require runtime verification; no delete, message or purchase action is declared.","risk_domains":{"arbitrary_network_access":"false","authz_ambiguity":"unknown","browser_control":"false","credential_or_admin_actions":"false","deletes_data":"false","deployment_or_infrastructure":"false","dynamic_hidden_actions":"false","filesystem_or_repo_access":"true","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":"false"},"tools_or_skills_reviewed":7,"tools_or_skills_total":7},"name":"Preuve AI: Startup Idea Validation","needs_runtime_verification":true,"plutonium_url":"https://plutonium.pluto.security/detail.html?planet=claudesec&did=7c64ab30-9baa-4479-9cc7-57c73936b9df&utm_source=plutonium_analysis_skill&utm_medium=claude_skill&utm_campaign=connector_risk_assessment","privacy_policy_url":"https://preuve.ai/privacy","provisional_risk":null,"publication_recommendation":"accept","publisher":"Preuve AI","publisher_url":"https://preuve.ai/","remote_url":"https://mcp.preuve.ai/mcp","repository_url":"","risk":"medium","risk_severity":"medium","security_risks":[{"description":"This connector can create, update, configure, or otherwise change connected resources. 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