{"generated_at":"2026-10-14T20:07:22+00:00","item":{"added_at":"2026-07-02","analysis_method":"independent_manual_review_2026-10-10","assessment_status":"provisional","auth_posture":"auth_required","category":"Web Connector","confidence":"medium","description":"Query connected business data through Contextflo. Use table context, business concepts, and metrics to prepare analyses. Create or update dashboards, reports, and saved queries, and export results to Excel.","did":"e08ef474-842f-4474-810d-2b6f0f67581c","documentation_url":"https://contextflo.com/docs","editorial_description":{"extended_description":"Inspect supported endpoints and organization context, find related resources, sync table context, and save artifacts. Connected sources include common SQL databases and cloud warehouses, with access controls and query visibility.","schema_version":1,"summary":"Query connected business data through Contextflo.\nUse table context, business concepts, and metrics to prepare analyses.\nCreate or update dashboards, reports, and saved queries, and export results to Excel."},"homepage_url":"","icon":"https://contextflo.com/favicon-32x32.png","id":"e08ef474-842f-4474-810d-2b6f0f67581c","installs":0,"last_scanned":"","license":"","long_description":"Inspect supported endpoints and organization context, find related resources, sync table context, and save artifacts. Connected sources include common SQL databases and cloud warehouses, with access controls and query visibility.","manual_assessment":"high","manual_review":{"all_findings":[{"evidence":"The connector directly executes analytics queries across multiple warehouses.","reasoning":"Arbitrary query execution is High until grammar/read-only enforcement is proven.","risk_type":"query_execution","severity":"high","title":"Queries can execute against connected data sources","triggering_tools_or_skills":["execute-query","init-analytics-query"]},{"evidence":"The tool explicitly generates a token.","reasoning":"Credential creation is a sensitive security action.","risk_type":"credential_admin","severity":"high","title":"Temporary access tokens can be minted","triggering_tools_or_skills":["generate-temp-token"]},{"evidence":"The endpoint action set is not enumerated in the packet.","reasoning":"Potential writes beyond declared resources require runtime inspection.","risk_type":"generic_gateway","severity":"medium","title":"An endpoint can be called dynamically","triggering_tools_or_skills":["call-endpoint","get-endpoint-details"]},{"evidence":"These tools persist analytics metadata.","reasoning":"They change workspace state.","risk_type":"data_modification","severity":"medium","title":"Metrics, dashboards, reports and saved queries can be changed","triggering_tools_or_skills":["create-metric","create-dashboard","update-dashboard","save-query-pattern"]},{"evidence":"Stored business text is returned.","reasoning":"It should remain untrusted.","risk_type":"prompt_injection_exposure","severity":"low","title":"Warehouse data enters model context","triggering_tools_or_skills":["execute-query","get-table-context"]},{"evidence":"The connector runs at https://mcp.contextflo.com/mcp without a pinned server implementation in the packet.","reasoning":"The implementation can change independently, so runtime verification and change monitoring remain necessary.","risk_type":"provenance_uncertainty","severity":"low","title":"contextflo is a mutable hosted service","triggering_tools_or_skills":[]}],"assessment_status":"provisional","auth_and_scopes":"OAuth applies organizational access controls to connected warehouses; query grammar, endpoint actions and token scope are not documented.","blocked_missing_evidence":null,"confidence":"medium","displayed_risk":"high","evidence_completeness":"partial","manual_overall_risk":"high","official_sources":[{"accessed_at":"2026-10-10T20:24:37Z","url_or_path":"plutosecurity/plutonium@b749c8dc43536c794409be9805edd48063f045e2:app/data/conn/claudesec/e08ef474-842f-4474-810d-2b6f0f67581c.json","what_it_proves":"Candidate PR #125 record identity (name \"contextflo\", publisher, type web_connector) and 28 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/e08ef474-842f-4474-810d-2b6f0f67581c: complete tool_names inventory (28 tools), remote streamable-http endpoint https://mcp.contextflo.com/mcp, auth_posture auth_required, publisher-declared permissions text, directory tier community"}],"primary_reason":"contextflo executes warehouse queries, mints temporary tokens and calls dynamic endpoints.","provisional_risk":null,"publication_recommendation":"accept","requires_runtime_verification":true,"review_key":"claude:e08ef474-842f-4474-810d-2b6f0f67581c","reviewed_at":"2026-10-10","reviewer_notes":"Reviewed all 28 tools. Query/endpoint allowlists and token TTL/audience require runtime verification.","risk_domains":{"arbitrary_network_access":"false","authz_ambiguity":"false","browser_control":"false","credential_or_admin_actions":"true","deletes_data":"false","deployment_or_infrastructure":"false","dynamic_hidden_actions":"true","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":"true","sends_messages_as_user":"false","spends_or_moves_money":"false"},"tools_or_skills_reviewed":28,"tools_or_skills_total":28},"name":"contextflo","needs_runtime_verification":true,"plutonium_url":"https://plutonium.pluto.security/detail.html?planet=claudesec&did=e08ef474-842f-4474-810d-2b6f0f67581c&utm_source=plutonium_analysis_skill&utm_medium=claude_skill&utm_campaign=connector_risk_assessment","privacy_policy_url":"https://contextflo.com/legal/privacy","provisional_risk":null,"publication_recommendation":"accept","publisher":"Contextflo, Inc.","publisher_url":"https://contextflo.com/","remote_url":"https://mcp.contextflo.com/mcp","repository_url":"","risk":"high","risk_severity":"high","security_risks":[{"description":"This connector can execute code, commands, queries, or dynamically selected actions. Review findings: Arbitrary query execution is High until grammar/read-only enforcement is proven.; Potential writes beyond declared resources require runtime inspection.","evidence":"Queries can execute against connected data sources: The connector directly executes analytics queries across multiple warehouses. | An endpoint can be called dynamically: The endpoint action set is not enumerated in the packet.","manual_risk_type":"query_execution,generic_gateway","remediation":{"block_tool_categories":["code_execution"],"steps":["Run only in a sandbox with least-privilege credentials and strict resource limits.","Disable generic execution gateways unless their reachable action set is fully understood.","Require approval before execution against production systems or sensitive data."]},"risk_type":"runs_code","severity":"high","title":"Can execute code, queries, or dynamic actions","triggering_tools":["execute-query","init-analytics-query","call-endpoint","get-endpoint-details"]},{"description":"This connector can create, update, configure, or otherwise change connected resources. Review findings: Credential creation is a sensitive security action.; They change workspace state.","evidence":"Temporary access tokens can be minted: The tool explicitly generates a token. | Metrics, dashboards, reports and saved queries can be changed: These tools persist analytics metadata.","manual_risk_type":"credential_admin,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":"high","title":"Can change connected resources","triggering_tools":["generate-temp-token","create-metric","create-dashboard","update-dashboard","save-query-pattern"]}],"signature_status":"unknown","source_code_reviewed":false,"support_url":"support@contextflo.com","tags":["modifies_data","network_access","oauth_required","runs_code","web_connector"],"tools":[{"description":"","name":"call-endpoint","risk":{"category":"code_execution","level":"high","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can execute code, commands, queries, or dynamically selected actions. Review findings: Arbitrary query execution is High until grammar/read-only enforcement is proven.; Potential writes beyond declared resources require runtime inspection."}},{"description":"","name":"create-business-concept"},{"description":"","name":"create-dashboard","risk":{"category":"state_change","level":"high","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: Credential creation is a sensitive security action.; They change workspace state."}},{"description":"","name":"create-metric","risk":{"category":"state_change","level":"high","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: Credential creation is a sensitive security action.; They change workspace state."}},{"description":"","name":"create-report"},{"description":"","name":"execute-query","risk":{"category":"code_execution","level":"high","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can execute code, commands, queries, or dynamically selected actions. Review findings: Arbitrary query execution is High until grammar/read-only enforcement is proven.; Potential writes beyond declared resources require runtime inspection."}},{"description":"","name":"export-excel"},{"description":"","name":"find-related-resources"},{"description":"","name":"generate-temp-token","risk":{"category":"state_change","level":"high","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: Credential creation is a sensitive security action.; They change workspace state."}},{"description":"","name":"get-business-concept"},{"description":"","name":"get-dashboard"},{"description":"","name":"get-dashboard-schema"},{"description":"","name":"get-endpoint-details","risk":{"category":"code_execution","level":"high","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can execute code, commands, queries, or dynamically selected actions. Review findings: Arbitrary query execution is High until grammar/read-only enforcement is proven.; Potential writes beyond declared resources require runtime inspection."}},{"description":"","name":"get-metric"},{"description":"","name":"get-report"},{"description":"","name":"get-saved-query"},{"description":"","name":"get-table-context"},{"description":"","name":"getOrgInfo"},{"description":"","name":"init-analytics-query","risk":{"category":"code_execution","level":"high","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can execute code, commands, queries, or dynamically selected actions. Review findings: Arbitrary query execution is High until grammar/read-only enforcement is proven.; Potential writes beyond declared resources require runtime inspection."}},{"description":"","name":"list-dashboards"},{"description":"","name":"list-endpoints"},{"description":"","name":"list-tables"},{"description":"","name":"save-artifact"},{"description":"","name":"save-query-pattern","risk":{"category":"state_change","level":"high","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: Credential creation is a sensitive security action.; They change workspace state."}},{"description":"","name":"sync-table"},{"description":"","name":"update-dashboard","risk":{"category":"state_change","level":"high","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: Credential creation is a sensitive security action.; They change workspace state."}},{"description":"","name":"update-report"},{"description":"","name":"update-saved-query"}],"tools_count":28,"transport":"streamable-http","type":"web_connector","url":"https://claude.ai/directory/e08ef474-842f-4474-810d-2b6f0f67581c","uuid":"8973ea66-abd1-5ba2-a0f2-6aed51035dc3","verification_tier":"community","version":""},"query_key":"contextflo","schema_version":1,"status":"match"}