{"generated_at":"2026-10-14T20:07:22+00:00","item":{"added_at":"2026-07-23","analysis_method":"independent_manual_review_2026-10-10","assessment_status":"provisional","auth_posture":"auth_required","category":"Web Connector","confidence":"medium","description":"AlgoDriven supports dealership appraisal and test-drive workflows. Retrieve bookings, drives, and trade-in evaluations or create a new evaluation. Access requires authentication.","did":"7fb60f3b-289c-4872-8e16-a1e92b45d3d8","documentation_url":"https://algodriven.xyz/developers/mcp","editorial_description":{"extended_description":"","schema_version":1,"summary":"AlgoDriven supports dealership appraisal and test-drive workflows.\nRetrieve bookings, drives, and trade-in evaluations or create a new evaluation.\nAccess requires authentication."},"homepage_url":"","icon":"https://mcp.algodriven.io/public/logo.png","id":"7fb60f3b-289c-4872-8e16-a1e92b45d3d8","installs":0,"last_scanned":"","license":"","long_description":"","manual_assessment":"medium","manual_review":{"all_findings":[{"evidence":"The declared tool explicitly creates an appraisal/evaluation in the dealer platform.","reasoning":"It persists a meaningful dealership business record.","risk_type":"data_modification","severity":"medium","title":"Creates a vehicle evaluation record","triggering_tools_or_skills":["create_evaluation"]},{"evidence":"These tools expose dealer appraisal, booking and test-drive records.","reasoning":"They are private operational/customer data.","risk_type":"private_data_read","severity":"low","title":"Reads bookings, drives and appraisals","triggering_tools_or_skills":["get_bookings","get_drives","get_evaluations"]}],"assessment_status":"provisional","auth_and_scopes":"Authentication to an AlgoDriven dealer account is required; evaluation creation and dealership record scopes are not documented.","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/7fb60f3b-289c-4872-8e16-a1e92b45d3d8.json","what_it_proves":"Candidate PR #125 record identity (name \"AlgoDriven\", publisher, type web_connector) and 4 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/7fb60f3b-289c-4872-8e16-a1e92b45d3d8: complete tool_names inventory (4 tools), remote streamable-http endpoint https://mcp.algodriven.io/mcp, auth_posture auth_required, directory tier community"}],"primary_reason":"AlgoDriven creates durable vehicle evaluation records in a dealer workspace.","provisional_risk":null,"publication_recommendation":"accept","requires_runtime_verification":true,"review_key":"claude:7fb60f3b-289c-4872-8e16-a1e92b45d3d8","reviewed_at":"2026-10-10","reviewer_notes":"Reviewed all four tools. The official documentation URL lookup failed, so input schema, whether creation triggers any customer notification, and authorization boundaries require runtime verification.","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":4,"tools_or_skills_total":4},"name":"AlgoDriven","needs_runtime_verification":true,"plutonium_url":"https://plutonium.pluto.security/detail.html?planet=claudesec&did=7fb60f3b-289c-4872-8e16-a1e92b45d3d8&utm_source=plutonium_analysis_skill&utm_medium=claude_skill&utm_campaign=connector_risk_assessment","privacy_policy_url":"https://algodriven.xyz/privacy-policy/","provisional_risk":null,"publication_recommendation":"accept","publisher":"AlgoDriven","publisher_url":"https://algodriven.xyz/","remote_url":"https://mcp.algodriven.io/mcp","repository_url":"","risk":"medium","risk_severity":"medium","security_risks":[{"description":"This connector can create, update, configure, or otherwise change connected resources. Review findings: It persists a meaningful dealership business record.","evidence":"Creates a vehicle evaluation record: The declared tool explicitly creates an appraisal/evaluation in the dealer platform.","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 a vehicle evaluation record","triggering_tools":["create_evaluation"]},{"description":"This connector can read information available to the connected account and return it to the AI. Review findings: They are private operational/customer data.","evidence":"Reads bookings, drives and appraisals: These tools expose dealer appraisal, booking and test-drive records.","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 bookings, drives and appraisals","triggering_tools":["get_bookings","get_drives","get_evaluations"]}],"signature_status":"unknown","source_code_reviewed":false,"support_url":"https://algodriven.xyz/contact-us/","tags":["modifies_data","network_access","oauth_required","reads_private_data","web_connector"],"tools":[{"description":"","name":"get_bookings"},{"description":"","name":"get_drives"},{"description":"","name":"get_evaluations"},{"description":"","name":"create_evaluation","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: It persists a meaningful dealership business record."}}],"tools_count":4,"transport":"streamable-http","type":"web_connector","url":"https://claude.ai/directory/7fb60f3b-289c-4872-8e16-a1e92b45d3d8","uuid":"c2365a63-9426-5378-89c1-e2ca16dfd75e","verification_tier":"community","version":""},"query_key":"algodriven","schema_version":1,"status":"match"}