{"generated_at":"2026-10-14T20:07:22+00:00","item":{"added_at":"2026-09-18","analysis_method":"independent_manual_review_2026-10-10","assessment_status":"provisional","auth_posture":"auth_required","category":"Web Connector","confidence":"high","description":"TubeLab provides read-only public YouTube data for niche research and content ideas. Find channels, outlier videos, related content, and trending formats; retrieve metadata, transcripts, and comments. It cannot publish, subscribe, or moderate, and search operations consume account credits.","did":"4f9ef65a-003c-4e24-bdfa-775462a3dbdb","documentation_url":"https://tubelab.net/docs/api/mcp-server/claude-connector","editorial_description":{"extended_description":"Channel filters include activity, size, language, and estimated audience or revenue attributes. Transcripts use available caption languages, while comment retrieval provides a sample of 100 comments. The source distinguishes credit-priced searches from free detail, transcript, comment, and balance lookups.","schema_version":1,"summary":"TubeLab provides read-only public YouTube data for niche research and content ideas.\nFind channels, outlier videos, related content, and trending formats; retrieve metadata, transcripts, and comments.\nIt cannot publish, subscribe, or moderate, and search operations consume account credits."},"homepage_url":"","icon":"","id":"4f9ef65a-003c-4e24-bdfa-775462a3dbdb","installs":0,"last_scanned":"","license":"","long_description":"Channel filters include activity, size, language, and estimated audience or revenue attributes. Transcripts use available caption languages, while comment retrieval provides a sample of 100 comments. The source distinguishes credit-priced searches from free detail, transcript, comment, and balance lookups.","manual_assessment":"high","manual_review":{"all_findings":[{"evidence":"Official reference assigns credit costs to searches.","reasoning":"Consuming paid credits is a financial/spend capability under the taxonomy.","risk_type":"financial_transaction","severity":"high","title":"Search tools consume paid TubeLab credits","triggering_tools_or_skills":["search_channels","search_outliers","search_related_channels","search_related_outliers","search_trending_formats"]},{"evidence":"Official reference documents read-only retrieval for these tools.","reasoning":"Authenticated read access is Low, but subordinate to spend risk.","risk_type":"private_data_read","severity":"low","title":"Reads YouTube intelligence and account balance","triggering_tools_or_skills":["get_credits_balance","get_channel","get_video","get_video_comments","get_video_transcript"]},{"evidence":"Remote source is unpinned.","reasoning":"Runtime may drift.","risk_type":"provenance_uncertainty","severity":"low","title":"Hosted implementation is mutable","triggering_tools_or_skills":[]}],"assessment_status":"provisional","auth_and_scopes":"OAuth to TubeLab; search usage is metered in account credits.","blocked_missing_evidence":null,"confidence":"high","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/4f9ef65a-003c-4e24-bdfa-775462a3dbdb.json","what_it_proves":"Candidate PR #125 record identity (name \"TubeLab\", publisher, type web_connector) and 12 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/4f9ef65a-003c-4e24-bdfa-775462a3dbdb: complete tool_names inventory (12 tools), remote streamable-http endpoint https://public-api.tubelab.net/mcp, auth_posture auth_required, directory tier community"},{"accessed_at":"2026-10-10T21:51:32Z","url_or_path":"https://tubelab.net/docs/api/mcp-server/claude-connector","what_it_proves":"Official API reference lists the same twelve tools and states that search tools consume TubeLab credits while the retrieval tools are free/read-only."}],"primary_reason":"TubeLab searches consume paid credits even though the data operations are otherwise read-only.","provisional_risk":null,"publication_recommendation":"accept","requires_runtime_verification":true,"review_key":"claude:4f9ef65a-003c-4e24-bdfa-775462a3dbdb","reviewed_at":"2026-10-10","reviewer_notes":"All twelve names exactly match the official API reference.","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":"false","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":12,"tools_or_skills_total":12},"name":"TubeLab","needs_runtime_verification":true,"plutonium_url":"https://plutonium.pluto.security/detail.html?planet=claudesec&did=4f9ef65a-003c-4e24-bdfa-775462a3dbdb&utm_source=plutonium_analysis_skill&utm_medium=claude_skill&utm_campaign=connector_risk_assessment","privacy_policy_url":"https://tubelab.net/legal/privacy-policy","provisional_risk":null,"publication_recommendation":"accept","publisher":"BLISSFULSHORE, UNIPESSOAL LDA","publisher_url":"https://tubelab.net/","remote_url":"https://public-api.tubelab.net/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: Consuming paid credits is a financial/spend capability under the taxonomy.","evidence":"Search tools consume paid TubeLab credits: Official reference assigns credit costs to searches.","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":"Search tools consume paid TubeLab credits","triggering_tools":["search_channels","search_outliers","search_related_channels","search_related_outliers","search_trending_formats"]},{"description":"This connector can read information available to the connected account and return it to the AI. Review findings: Authenticated read access is Low, but subordinate to spend risk.","evidence":"Reads YouTube intelligence and account balance: Official reference documents read-only retrieval for these tools.","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 YouTube intelligence and account balance","triggering_tools":["get_credits_balance","get_channel","get_video","get_video_comments","get_video_transcript"]}],"signature_status":"unknown","source_code_reviewed":false,"support_url":"https://tubelab.net/support","tags":["accesses_messaging","network_access","oauth_required","reads_private_data","spends_money","web_connector"],"tools":[{"description":"","name":"get_channel"},{"description":"","name":"get_channel_shorts"},{"description":"","name":"get_channel_videos"},{"description":"","name":"get_credits_balance"},{"description":"","name":"get_video"},{"description":"","name":"get_video_comments"},{"description":"","name":"get_video_transcript"},{"description":"","name":"search_channels","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: Consuming paid credits is a financial/spend capability under the taxonomy."}},{"description":"","name":"search_outliers","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: Consuming paid credits is a financial/spend capability under the taxonomy."}},{"description":"","name":"search_related_channels","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: Consuming paid credits is a financial/spend capability under the taxonomy."}},{"description":"","name":"search_related_outliers","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: Consuming paid credits is a financial/spend capability under the taxonomy."}},{"description":"","name":"search_trending_formats","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: Consuming paid credits is a financial/spend capability under the taxonomy."}}],"tools_count":12,"transport":"streamable-http","type":"web_connector","url":"https://claude.ai/directory/4f9ef65a-003c-4e24-bdfa-775462a3dbdb","uuid":"560e7fb3-42ba-51cd-b733-5192cf453260","verification_tier":"community","version":""},"query_key":"blissfulshore unipessoal lda tubelab","schema_version":1,"status":"match"}