{"generated_at":"2026-10-14T20:07:22+00:00","item":{"added_at":"2026-09-04","analysis_method":"independent_manual_review_2026-10-10","assessment_status":"provisional","auth_posture":"auth_required","category":"Web Connector","confidence":"medium","description":"Drivetrain connects Claude to business-planning actuals and forecasts. Query metrics across scenarios, versions, dimensions, and time periods. Create or update dashboards and dataset transformations within your existing account access.","did":"71db4165-b4d9-4baf-a815-f3b4b7e9025a","documentation_url":"https://integrations.drivetrain.ai/extending-drivetrain/using-the-drivetrain-mcp-server/available-tools","editorial_description":{"extended_description":"Tools inspect metric definitions, formulas, models, dimensions, lists, and source-dataset columns. Formula validation and documentation search support analysis; OAuth limits visibility to the user's authorized data.","schema_version":1,"summary":"Drivetrain connects Claude to business-planning actuals and forecasts.\nQuery metrics across scenarios, versions, dimensions, and time periods.\nCreate or update dashboards and dataset transformations within your existing account access."},"homepage_url":"","icon":"","id":"71db4165-b4d9-4baf-a815-f3b4b7e9025a","installs":0,"last_scanned":"","license":"","long_description":"Tools inspect metric definitions, formulas, models, dimensions, lists, and source-dataset columns. Formula validation and documentation search support analysis; OAuth limits visibility to the user's authorized data.","manual_assessment":"medium","manual_review":{"all_findings":[{"evidence":"These explicit create/update tools persist planning views and transformation definitions.","reasoning":"They materially change the shared financial-planning workspace.","risk_type":"data_modification","severity":"medium","title":"Creates and updates planning boards and dataset transformations","triggering_tools_or_skills":["create_board","update_board","add_dataset_transformations","update_dataset_transformations"]},{"evidence":"The inventory retrieves account planning models and financial metrics.","reasoning":"Forecasts, scenarios and financial models are sensitive private business data.","risk_type":"private_data_read","severity":"low","title":"Reads models, scenarios, metrics and datasets","triggering_tools_or_skills":["get_board","get_list_data","get_model_dtml","list_datasets","list_scenarios","query_metrics"]}],"assessment_status":"provisional","auth_and_scopes":"Authentication to a Drivetrain financial-planning workspace is required; board and dataset-transformation roles 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/71db4165-b4d9-4baf-a815-f3b4b7e9025a.json","what_it_proves":"Candidate PR #125 record identity (name \"Drivetrain\", publisher, type web_connector) and 22 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/71db4165-b4d9-4baf-a815-f3b4b7e9025a: complete tool_names inventory (22 tools), remote streamable-http endpoint https://id.drivetrain.ai/drive/api/v1/public/atlas/sse, auth_posture auth_required, directory tier community"}],"primary_reason":"Drivetrain modifies durable boards and dataset transformations in a private planning workspace.","provisional_risk":null,"publication_recommendation":"accept","requires_runtime_verification":true,"review_key":"claude:71db4165-b4d9-4baf-a815-f3b4b7e9025a","reviewed_at":"2026-10-10","reviewer_notes":"Reviewed all 22 tool names. The supplied official tools page failed to fetch, so exact transformation semantics, approval controls and board sharing remain runtime-verification items.","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":"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":"false"},"tools_or_skills_reviewed":22,"tools_or_skills_total":22},"name":"Drivetrain","needs_runtime_verification":true,"plutonium_url":"https://plutonium.pluto.security/detail.html?planet=claudesec&did=71db4165-b4d9-4baf-a815-f3b4b7e9025a&utm_source=plutonium_analysis_skill&utm_medium=claude_skill&utm_campaign=connector_risk_assessment","privacy_policy_url":"https://www.drivetrain.ai/privacy-notice","provisional_risk":null,"publication_recommendation":"accept","publisher":"Drivetrain AI","publisher_url":"https://www.drivetrain.ai/","remote_url":"https://id.drivetrain.ai/drive/api/v1/public/atlas/sse","repository_url":"","risk":"medium","risk_severity":"medium","security_risks":[{"description":"This connector can create, update, configure, or otherwise change connected resources. Review findings: They materially change the shared financial-planning workspace.","evidence":"Creates and updates planning boards and dataset transformations: These explicit create/update tools persist planning views and transformation definitions.","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":"Creates and updates planning boards and dataset transformations","triggering_tools":["create_board","update_board","add_dataset_transformations","update_dataset_transformations"]},{"description":"This connector can read information available to the connected account and return it to the AI. Review findings: Forecasts, scenarios and financial models are sensitive private business data.","evidence":"Reads models, scenarios, metrics and datasets: The inventory retrieves account planning models and financial metrics.","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 models, scenarios, metrics and datasets","triggering_tools":["get_board","get_list_data","get_model_dtml","list_datasets","list_scenarios","query_metrics"]}],"signature_status":"unknown","source_code_reviewed":false,"support_url":"support@drivetrain.ai","tags":["modifies_data","network_access","oauth_required","reads_private_data","web_connector"],"tools":[{"description":"","name":"add_dataset_transformations","risk":{"category":"state_change","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can create, update, configure, or otherwise change connected resources. Review findings: They materially change the shared financial-planning workspace."}},{"description":"","name":"create_board","risk":{"category":"state_change","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can create, update, configure, or otherwise change connected resources. Review findings: They materially change the shared financial-planning workspace."}},{"description":"","name":"describe_metrics"},{"description":"","name":"get_board"},{"description":"","name":"get_dataset_column_values"},{"description":"","name":"get_dataset_current_transformations"},{"description":"","name":"get_dimension_values"},{"description":"","name":"get_list_data"},{"description":"","name":"get_lists"},{"description":"","name":"get_model_dtml"},{"description":"","name":"list_dataset_columns"},{"description":"","name":"list_datasets"},{"description":"","name":"list_dimensions"},{"description":"","name":"list_scenarios"},{"description":"","name":"list_versions"},{"description":"","name":"query_metrics"},{"description":"","name":"resolve_dimensions"},{"description":"","name":"search_docs"},{"description":"","name":"search_metrics"},{"description":"","name":"update_board","risk":{"category":"state_change","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can create, update, configure, or otherwise change connected resources. Review findings: They materially change the shared financial-planning workspace."}},{"description":"","name":"update_dataset_transformations","risk":{"category":"state_change","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can create, update, configure, or otherwise change connected resources. Review findings: They materially change the shared financial-planning workspace."}},{"description":"","name":"validate_formula"}],"tools_count":22,"transport":"streamable-http","type":"web_connector","url":"https://claude.ai/directory/71db4165-b4d9-4baf-a815-f3b4b7e9025a","uuid":"bd619be8-ad00-5247-aca0-f81a1d602b04","verification_tier":"community","version":""},"query_key":"drivetrain ai drivetrain","schema_version":1,"status":"match"}