{"generated_at":"2026-10-14T20:07:22+00:00","item":{"added_at":"2026-08-08","analysis_method":"independent_manual_review_2026-10-10","assessment_status":"provisional","auth_posture":"auth_required","catalog_reconciliation":{"basis":"Documented actions on the identified catalog surface; not an execution test.","confidence":"medium","evidence_completeness":"partial","previous":{"confidence":"high","detail_sha256":"ad7d747544ef6c019a793d7aaf72743707bc47c56fe3a793d96d4eb0b39e3957","risk":"high"},"proposal_file":"parent-proposals.json","rationale":"High without High; raised Low->High because tools are dynamic. Evidence: stored inventory (demo workspace) is ten read tools over customers, orders, tickets and revenue - scoped private business data (Medium). Official page: tools are curated named operations, every tool annotated read-only unless writes were explicitly enabled by an admin, entitlements per member group, server-side field masking. A customer admin can enable writes on connected systems; that is customer configuration, not an evidenced default High operation. Medium plus a visible 'configuration-dependent surface' status is the defensible presentation.","review_key":"claudesec:589db1b1-c742-45dc-a8db-c7a7edb3e7ef","reviewed_at":"2026-10-12","runtime_verified":false,"sources":["https://www.loopthink.ai/connect-claude/","https://api.anthropic.com/api/directory/servers (snapshot claude-directory-all-tiers-2026-09-22.json)"],"status":"resolved"},"category":"Web Connector","confidence":"high","description":"Loopthink exposes approved operations from company databases, CRMs, and APIs through one connector. Administrators curate tools, assign group entitlements, and configure field masking. A workspace grant is required; tools are read-only by default, with writes enabled explicitly and exposed separately.","did":"589db1b1-c742-45dc-a8db-c7a7edb3e7ef","documentation_url":"https://www.loopthink.ai/connect-claude/","editorial_description":{"extended_description":"The source names PostgreSQL, SQL Server, HubSpot, Salesforce, DynamoDB, and REST APIs. OAuth selects a workspace, and server-side field rules can mask, pseudonymize, or remove values before results are returned. Tools are named operations with typed parameters rather than unrestricted SQL access.","schema_version":1,"summary":"Loopthink exposes approved operations from company databases, CRMs, and APIs through one connector.\nAdministrators curate tools, assign group entitlements, and configure field masking.\nA workspace grant is required; tools are read-only by default, with writes enabled explicitly and exposed separately."},"homepage_url":"","icon":"","id":"589db1b1-c742-45dc-a8db-c7a7edb3e7ef","installs":0,"last_scanned":"","license":"","long_description":"The source names PostgreSQL, SQL Server, HubSpot, Salesforce, DynamoDB, and REST APIs. OAuth selects a workspace, and server-side field rules can mask, pseudonymize, or remove values before results are returned. Tools are named operations with typed parameters rather than unrestricted SQL access.","manual_assessment":"unassessed","manual_review":{"all_findings":[{"evidence":"All names are demo-api-yubi tools; official docs say Claude sees every granted database/CRM/API tool.","reasoning":"The reviewed inventory does not represent the general connector.","risk_type":"identity_discrepancy","severity":"low","title":"Packet shows demo tool set instead of dynamic workspace surface","triggering_tools_or_skills":[]},{"evidence":"Official docs state writes can be enabled and tools vary by member group.","reasoning":"Actual risk depends on runtime-granted tools.","risk_type":"generic_gateway","severity":"low","title":"Dynamic granted actions are hidden","triggering_tools_or_skills":[]},{"evidence":"Remote hosted implementation is unpinned.","reasoning":"Runtime capability can drift.","risk_type":"provenance_uncertainty","severity":"low","title":"Hosted implementation is mutable","triggering_tools_or_skills":[]}],"assessment_status":"provisional","auth_and_scopes":"OAuth/account authorization required; exact scopes are not documented.","blocked_missing_evidence":"Pinned production Loopthink tool inventory and schemas for every dynamically granted operation, including any enabled writes.","confidence":"high","displayed_risk":"high","evidence_completeness":"insufficient","manual_overall_risk":"unassessed","official_sources":[{"accessed_at":"2026-10-10T20:24:37Z","url_or_path":"plutosecurity/plutonium@b749c8dc43536c794409be9805edd48063f045e2:app/data/conn/claudesec/589db1b1-c742-45dc-a8db-c7a7edb3e7ef.json","what_it_proves":"Candidate PR #125 record identity (name \"Loopthink\", 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/589db1b1-c742-45dc-a8db-c7a7edb3e7ef: complete tool_names inventory (10 tools), remote streamable-http endpoint https://mcp.eu.loopthink.ai/mcp, auth_posture auth_required, directory tier community"},{"accessed_at":"2026-10-10T21:57:14Z","url_or_path":"https://www.loopthink.ai/connect-claude","what_it_proves":"Official Loopthink documentation says the tool list is dynamically derived from every system and write action granted to the user, not a fixed demo-only inventory."}],"primary_reason":"The packet lists ten read-only demo tools, while official docs say production tools are dynamically generated from workspace grants and may include writes.","provisional_risk":"high","publication_recommendation":"fix","requires_runtime_verification":true,"review_key":"claude:589db1b1-c742-45dc-a8db-c7a7edb3e7ef","reviewed_at":"2026-10-10","reviewer_notes":"Need a fixed/pinned tool inventory per published listing or runtime tools/list plus action schemas for the intended default workspace.","risk_domains":{"arbitrary_network_access":"false","authz_ambiguity":"unknown","browser_control":"false","credential_or_admin_actions":"unknown","deletes_data":"unknown","deployment_or_infrastructure":"false","dynamic_hidden_actions":"true","filesystem_or_repo_access":"false","forwards_data_to_third_party":"true","modifies_data":"unknown","persistent_credentials":"true","prompt_injection_exposure":"true","provenance_uncertainty":"true","reads_private_data":"unknown","runs_code_or_queries":"unknown","sends_messages_as_user":"unknown","spends_or_moves_money":"false"},"tools_or_skills_reviewed":10,"tools_or_skills_total":10},"name":"Loopthink","needs_runtime_verification":true,"plutonium_url":"https://plutonium.pluto.security/detail.html?planet=claudesec&did=589db1b1-c742-45dc-a8db-c7a7edb3e7ef&utm_source=plutonium_analysis_skill&utm_medium=claude_skill&utm_campaign=connector_risk_assessment","privacy_policy_url":"https://www.loopthink.ai/privacy-policy/","provisional_risk":"high","publication_recommendation":"fix","publisher":"loopthink","publisher_url":"https://www.loopthink.ai/","remote_url":"https://mcp.eu.loopthink.ai/mcp","repository_url":"","risk":"medium","risk_severity":"medium","security_risks":[{"description":"Loopthink’s documented read tools retrieve authorized customer, order, ticket and revenue information. Access is limited by workspace entitlements and configured field masking.","evidence":"https://api.anthropic.com/api/directory/servers (snapshot claude-directory-all-tiers-2026-09-22.json)\n10 demo-api-yubi tool names\n\nhttps://www.loopthink.ai/connect-claude/\nread tools scan tables / fetch records; masking before results reach the model","risk_type":"reads_private_data","severity":"medium","title":"Reads workspace business data"}],"signature_status":"unknown","source_code_reviewed":false,"support_url":"info@technologycircle.io","tags":["reads_private_data"],"tools":[{"description":"","name":"demo-api-yubi__business_overview"},{"description":"","name":"demo-api-yubi__describe_dataset"},{"description":"","name":"demo-api-yubi__get_customer"},{"description":"","name":"demo-api-yubi__get_order"},{"description":"","name":"demo-api-yubi__get_ticket"},{"description":"","name":"demo-api-yubi__health_check"},{"description":"","name":"demo-api-yubi__list_orders"},{"description":"","name":"demo-api-yubi__list_tickets"},{"description":"","name":"demo-api-yubi__revenue_report"},{"description":"","name":"demo-api-yubi__search_customers"}],"tools_count":10,"transport":"streamable-http","type":"web_connector","url":"https://claude.ai/directory/589db1b1-c742-45dc-a8db-c7a7edb3e7ef","uuid":"96e8edf1-aad4-5b8b-b32e-ffe7e16a6add","verification_tier":"community","version":""},"query_key":"loopthink","schema_version":1,"status":"match"}