{"generated_at":"2026-10-14T20:07:22+00:00","item":{"added_at":"2026-08-17","analysis_method":"independent_manual_review_2026-10-10","assessment_status":"provisional","auth_posture":"auth_required","category":"Web Connector","confidence":"medium","description":"Analyzes brand visibility in traditional and AI-generated search through GrowByData Compass. Track rankings, share of voice, competitor gaps, SERP features and AI mentions or citations. Compare trends and advertising visibility across supported engines and tracked queries.","did":"bace3fc6-a042-4066-a7d3-81f3e8d00a60","documentation_url":"https://mcp.growbydata.com/docs","editorial_description":{"extended_description":"Coverage includes ChatGPT, Google AI Mode and AI Overviews, and Perplexity. 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Tools inspect keyword histories, prompt detail, citation overlap, above-the-fold features, text or shopping ads and cross-domain benchmarks.","manual_assessment":"low","manual_review":{"all_findings":[{"evidence":"The complete inventory contains compare/get/search/list/initialize operations for tracked keywords, SERPs, advertisers and share-of-voice data.","reasoning":"These operations expose customer analytics but declare no write, send, delete, deployment or payment action.","risk_type":"private_data_read","severity":"low","title":"Reads tracked search-performance intelligence","triggering_tools_or_skills":["compare_domains_sov","get_above_the_fold_summary","get_ai_ads_advertiser_summary","get_ai_ads_copy_analysis","get_ai_answer_keywords","get_ai_prompt_detail","get_ai_prompt_gap","get_ai_trends","get_ai_vs_traditional_coverage","get_available_date_range","get_brand_mentioned_keywords","get_citation_content_overlap","get_competitor_keyword_gap","get_competitor_overlap","get_domain_ai_presence","get_domain_rank_summary","get_domain_serp_feature_ownership","get_domain_sov","get_feature_competition","get_keyword_detail","get_keyword_position_history","get_keyword_serp_snapshot","get_keywords_by_domain","get_lost_features","get_new_ai_appearances","get_rank_changes","get_serp_feature_distribution","get_serp_feature_gap","get_serp_trends","get_shopping_advertiser_summary","get_shopping_product_summary","get_sov_by_serp_feature","get_sov_shift","get_text_ads_advertiser_summary","get_text_ads_copy_analysis","get_tracked_keywords","initialize_session","search_brand_sellers"]}],"assessment_status":"provisional","auth_and_scopes":"OAuth/account authentication is required; scopes are not documented in the packet and appear to cover the customer's tracked search data.","blocked_missing_evidence":null,"confidence":"medium","displayed_risk":"low","evidence_completeness":"partial","manual_overall_risk":"low","official_sources":[{"accessed_at":"2026-10-10T20:24:37Z","url_or_path":"plutosecurity/plutonium@b749c8dc43536c794409be9805edd48063f045e2:app/data/conn/claudesec/bace3fc6-a042-4066-a7d3-81f3e8d00a60.json","what_it_proves":"Candidate PR #125 record identity (name \"GrowByData Compass\", publisher, type web_connector) and 38 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/bace3fc6-a042-4066-a7d3-81f3e8d00a60: complete tool_names inventory (38 tools), remote streamable-http endpoint https://mcp.growbydata.com/mcp, auth_posture auth_required, directory tier community"}],"primary_reason":"All 38 Compass tools are read-only SEO, SERP, advertising and AI-visibility analytics operations.","provisional_risk":null,"publication_recommendation":"accept","requires_runtime_verification":true,"review_key":"claude:bace3fc6-a042-4066-a7d3-81f3e8d00a60","reviewed_at":"2026-10-10","reviewer_notes":"Reviewed all 38 names. 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