{"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":"Rapidata collects human classifications and pairwise comparisons. Draft tasks, review their costs, and retrieve aggregated results. Collection and charging require explicit confirmation and use prepaid credits.","did":"3da84c94-992d-4a99-b372-486c2d9c2b8f","documentation_url":"https://docs.rapidata.ai/","editorial_description":{"extended_description":"Tools start or pause jobs and retrieve status or results. Uses include output evaluation, preference datasets, and text or image labeling.","schema_version":1,"summary":"Rapidata collects human classifications and pairwise comparisons.\nDraft tasks, review their costs, and retrieve aggregated results.\nCollection and charging require explicit confirmation and use prepaid credits."},"homepage_url":"","icon":"","id":"3da84c94-992d-4a99-b372-486c2d9c2b8f","installs":0,"last_scanned":"","license":"","long_description":"Tools start or pause jobs and retrieve status or results. Uses include output evaluation, preference datasets, and text or image labeling.","manual_assessment":"high","manual_review":{"all_findings":[{"evidence":"The description says cost is shown up front and collection and charging begin only after explicit confirmation; billing is prepaid pay-as-you-go.","reasoning":"Starting a confirmed job consumes the user's prepaid credits and sends tasks to an external crowd.","risk_type":"financial_transaction","severity":"high","title":"Starts paid human-annotation jobs","triggering_tools_or_skills":["start_job"]}],"assessment_status":"provisional","auth_and_scopes":"OAuth accesses the user's Rapidata jobs and prepaid balance; the description states that tasks are not charged until explicit confirmation.","blocked_missing_evidence":null,"confidence":"medium","displayed_risk":"high","evidence_completeness":"complete","manual_overall_risk":"high","official_sources":[{"accessed_at":"2026-10-10T20:24:37Z","url_or_path":"plutosecurity/plutonium@b749c8dc43536c794409be9805edd48063f045e2:app/data/conn/claudesec/3da84c94-992d-4a99-b372-486c2d9c2b8f.json","what_it_proves":"Candidate PR #125 record identity (name \"Rapidata\", 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/3da84c94-992d-4a99-b372-486c2d9c2b8f: complete tool_names inventory (7 tools), remote streamable-http endpoint https://mcp.rapidata.ai/mcp, auth_posture auth_required, directory tier community"}],"primary_reason":"Rapidata starts real crowd jobs that consume prepaid credits after confirmation.","provisional_risk":null,"publication_recommendation":"accept","requires_runtime_verification":true,"review_key":"claude:3da84c94-992d-4a99-b372-486c2d9c2b8f","reviewed_at":"2026-10-10","reviewer_notes":"Keep the price preview and explicit confirmation atomically bound to start_job.","risk_domains":{"arbitrary_network_access":"false","authz_ambiguity":"false","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":"true"},"tools_or_skills_reviewed":7,"tools_or_skills_total":7},"name":"Rapidata","needs_runtime_verification":true,"plutonium_url":"https://plutonium.pluto.security/detail.html?planet=claudesec&did=3da84c94-992d-4a99-b372-486c2d9c2b8f&utm_source=plutonium_analysis_skill&utm_medium=claude_skill&utm_campaign=connector_risk_assessment","privacy_policy_url":"https://www.rapidata.ai/privacy","provisional_risk":null,"publication_recommendation":"accept","publisher":"Rapidata","publisher_url":"https://www.rapidata.ai/","remote_url":"https://mcp.rapidata.ai/mcp","repository_url":"","risk":"high","risk_severity":"high","security_risks":[{"description":"This connector can spend money, consume paid credits, or change financially consequential resources. Review findings: Starting a confirmed job consumes the user's prepaid credits and sends tasks to an external crowd.","evidence":"Starts paid human-annotation jobs: The description says cost is shown up front and collection and charging begin only after explicit confirmation; billing is prepaid pay-as-you-go.","manual_risk_type":"financial_transaction","remediation":{"block_tool_categories":["financial"],"steps":["Set provider-side spending limits and require approval for every financial action.","Use a dedicated low-balance account and review transaction logs."]},"risk_type":"spends_money","severity":"high","title":"Starts paid human-annotation jobs","triggering_tools":["start_job"]}],"signature_status":"unknown","source_code_reviewed":false,"support_url":"info@rapidata.ai","tags":["network_access","oauth_required","spends_money","web_connector"],"tools":[{"description":"","name":"create_classification_task"},{"description":"","name":"create_comparison_task"},{"description":"","name":"get_job_results"},{"description":"","name":"get_job_status"},{"description":"","name":"list_jobs"},{"description":"","name":"pause_job"},{"description":"","name":"start_job","risk":{"category":"financial","level":"high","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can spend money, consume paid credits, or change financially consequential resources. Review findings: Starting a confirmed job consumes the user's prepaid credits and sends tasks to an external crowd."}}],"tools_count":7,"transport":"streamable-http","type":"web_connector","url":"https://claude.ai/directory/3da84c94-992d-4a99-b372-486c2d9c2b8f","uuid":"b14f01ec-02cc-5fad-bd2b-4fbda045deb2","verification_tier":"community","version":""},"query_key":"rapidata rapidata","schema_version":1,"status":"match"}
