{ "meta": { "title": "AEO Readiness Ranking Q2 2026", "subtitle": "SaaS/API AEO Readiness Ranking — AIエージェント対応力格付け", "publisher": "KanseiLink by Synapse Arrows PTE. LTD.", "methodology_version": "1.0", "generated_at": "2026-04-07T04:33:18.115Z", "total_services_evaluated": 156, "data_sources": "Agent usage telemetry, API documentation audit, MCP registry scan" }, "summary": { "avg_aeo_score": 0.53, "grade_distribution": { "AAA": 5, "AA": 8, "A": 11, "BBB": 31, "BB": 45, "B": 56 }, "agent_readiness": { "verified": 9, "connectable": 147, "info_only": 0 } }, "overall_top": [ { "rank": 1, "service_id": "notion", "name": "Notion MCP", "category": "groupware", "aeo_score": 1, "grade": "AAA", "agent_ready": "verified", "recipe_count": 8, "mcp_type": "Official MCP", "success_rate": 83, "total_agent_calls": 47, "change_indicator": "new" }, { "rank": 2, "service_id": "slack", "name": "Slack MCP", "category": "communication", "aeo_score": 0.9, "grade": "AAA", "agent_ready": "verified", "recipe_count": 47, "mcp_type": "Official MCP", "success_rate": 91, "total_agent_calls": 111, "change_indicator": "new" }, { "rank": 3, "service_id": "freee", "name": "freee MCP", "category": "accounting", "aeo_score": 0.9, "grade": "AAA", "agent_ready": "verified", "recipe_count": 19, "mcp_type": "Official MCP", "success_rate": 90, "total_agent_calls": 208, "change_indicator": "new" }, { "rank": 4, "service_id": "shopify-jp", "name": "Shopify Japan MCP", "category": "ecommerce", "aeo_score": 0.9, "grade": "AAA", "agent_ready": "verified", "recipe_count": 6, "mcp_type": "Official MCP", "success_rate": 94, "total_agent_calls": 52, "change_indicator": "new" }, { "rank": 5, "service_id": "backlog", "name": "Backlog MCP", "category": "project_management", "aeo_score": 0.9, "grade": "AAA", "agent_ready": "verified", "recipe_count": 5, "mcp_type": "Official MCP", "success_rate": 90, "total_agent_calls": 90, "change_indicator": "new" }, { "rank": 6, "service_id": "kintone", "name": "kintone MCP", "category": "project_management", "aeo_score": 0.8, "grade": "AA", "agent_ready": "connectable", "recipe_count": 24, "mcp_type": "Official MCP", "success_rate": 78, "total_agent_calls": 60, "change_indicator": "new" }, { "rank": 7, "service_id": "chatwork", "name": "Chatwork MCP", "category": "communication", "aeo_score": 0.8, "grade": "AA", "agent_ready": "connectable", "recipe_count": 16, "mcp_type": "Official MCP", "success_rate": 66, "total_agent_calls": 122, "change_indicator": "new" }, { "rank": 8, "service_id": "hubspot-jp", "name": "HubSpot Japan MCP", "category": "crm", "aeo_score": 0.8, "grade": "AA", "agent_ready": "connectable", "recipe_count": 5, "mcp_type": "Official MCP", "success_rate": 67, "total_agent_calls": 3, "change_indicator": "new" }, { "rank": 9, "service_id": "moneyforward", "name": "Money Forward Cloud MCP", "category": "accounting", "aeo_score": 0.8, "grade": "AA", "agent_ready": "verified", "recipe_count": 4, "mcp_type": "Official MCP", "success_rate": 93, "total_agent_calls": 41, "change_indicator": "new" }, { "rank": 10, "service_id": "line-messaging", "name": "LINE Messaging MCP", "category": "communication", "aeo_score": 0.8, "grade": "AA", "agent_ready": "connectable", "recipe_count": 4, "mcp_type": "Official MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 11, "service_id": "freee-hr", "name": "freee人事労務", "category": "hr", "aeo_score": 0.8, "grade": "AA", "agent_ready": "connectable", "recipe_count": 4, "mcp_type": "Official MCP", "success_rate": 50, "total_agent_calls": 2, "change_indicator": "new" }, { "rank": 12, "service_id": "sansan", "name": "Sansan MCP", "category": "crm", "aeo_score": 0.8, "grade": "AA", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "Official MCP", "success_rate": 60, "total_agent_calls": 35, "change_indicator": "new" }, { "rank": 13, "service_id": "asana", "name": "Asana MCP", "category": "project_management", "aeo_score": 0.8, "grade": "AA", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "Official MCP", "success_rate": 50, "total_agent_calls": 2, "change_indicator": "new" }, { "rank": 14, "service_id": "sendgrid", "name": "SendGrid", "category": "marketing", "aeo_score": 0.7, "grade": "A", "agent_ready": "verified", "recipe_count": 2, "mcp_type": "Third-party MCP", "success_rate": 80, "total_agent_calls": 15, "change_indicator": "new" }, { "rank": 15, "service_id": "garoon", "name": "Garoon MCP", "category": "groupware", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "Official MCP", "success_rate": 50, "total_agent_calls": 2, "change_indicator": "new" }, { "rank": 16, "service_id": "docusign-jp", "name": "DocuSign Japan", "category": "legal", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "Third-party MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 17, "service_id": "treasure-data", "name": "Treasure Data MCP", "category": "marketing", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "Official MCP", "success_rate": 50, "total_agent_calls": 2, "change_indicator": "new" }, { "rank": 18, "service_id": "1password-business", "name": "1Password Business", "category": "security", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "Official MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 19, "service_id": "teams", "name": "Microsoft Teams MCP", "category": "communication", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Official MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 20, "service_id": "zoom-jp", "name": "Zoom", "category": "communication", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Third-party MCP", "success_rate": 0, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 21, "service_id": "trello", "name": "Trello", "category": "project_management", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Third-party MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 22, "service_id": "redmine", "name": "Redmine", "category": "project_management", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Third-party MCP", "success_rate": 50, "total_agent_calls": 2, "change_indicator": "new" }, { "rank": 23, "service_id": "salesgo", "name": "SALES GO (GoCoo!)", "category": "crm", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Official MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 24, "service_id": "plaud", "name": "PLAUD Note", "category": "productivity", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Third-party MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 25, "service_id": "smarthr", "name": "SmartHR", "category": "hr", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 12, "mcp_type": "API Only", "success_rate": 40, "total_agent_calls": 91, "change_indicator": "new" }, { "rank": 26, "service_id": "salesforce-jp", "name": "Salesforce Japan", "category": "crm", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 10, "mcp_type": "Third-party MCP", "success_rate": 43, "total_agent_calls": 42, "change_indicator": "new" }, { "rank": 27, "service_id": "github", "name": "GitHub", "category": "developer_tools", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 7, "mcp_type": "Official MCP", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 28, "service_id": "kingoftime", "name": "KING OF TIME", "category": "hr", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 5, "mcp_type": "API Only", "success_rate": 65, "total_agent_calls": 34, "change_indicator": "new" }, { "rank": 29, "service_id": "cloudsign", "name": "CloudSign (クラウドサイン)", "category": "legal", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 5, "mcp_type": "API Only", "success_rate": 62, "total_agent_calls": 78, "change_indicator": "new" }, { "rank": 30, "service_id": "linear", "name": "Linear", "category": "project_management", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 5, "mcp_type": "Official MCP", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" } ], "category_rankings": { "groupware": { "summary": { "category": "groupware", "avg_score": 0.68, "top_service": "Notion MCP", "top_grade": "AAA", "service_count": 4, "verified_count": 1 }, "rankings": [ { "rank": 1, "service_id": "notion", "name": "Notion MCP", "category": "groupware", "aeo_score": 1, "grade": "AAA", "agent_ready": "verified", "recipe_count": 8, "mcp_type": "Official MCP", "success_rate": 83, "total_agent_calls": 47, "change_indicator": "new" }, { "rank": 15, "service_id": "garoon", "name": "Garoon MCP", "category": "groupware", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "Official MCP", "success_rate": 50, "total_agent_calls": 2, "change_indicator": "new" }, { "rank": 71, "service_id": "rakumo", "name": "rakumo", "category": "groupware", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 98, "service_id": "confluence", "name": "Confluence", "category": "groupware", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" } ] }, "project_management": { "summary": { "category": "project_management", "avg_score": 0.64, "top_service": "Backlog MCP", "top_grade": "AAA", "service_count": 10, "verified_count": 1 }, "rankings": [ { "rank": 5, "service_id": "backlog", "name": "Backlog MCP", "category": "project_management", "aeo_score": 0.9, "grade": "AAA", "agent_ready": "verified", "recipe_count": 5, "mcp_type": "Official MCP", "success_rate": 90, "total_agent_calls": 90, "change_indicator": "new" }, { "rank": 6, "service_id": "kintone", "name": "kintone MCP", "category": "project_management", "aeo_score": 0.8, "grade": "AA", "agent_ready": "connectable", "recipe_count": 24, "mcp_type": "Official MCP", "success_rate": 78, "total_agent_calls": 60, "change_indicator": "new" }, { "rank": 13, "service_id": "asana", "name": "Asana MCP", "category": "project_management", "aeo_score": 0.8, "grade": "AA", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "Official MCP", "success_rate": 50, "total_agent_calls": 2, "change_indicator": "new" }, { "rank": 21, "service_id": "trello", "name": "Trello", "category": "project_management", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Third-party MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 22, "service_id": "redmine", "name": "Redmine", "category": "project_management", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Third-party MCP", "success_rate": 50, "total_agent_calls": 2, "change_indicator": "new" } ] }, "crm": { "summary": { "category": "crm", "avg_score": 0.63, "top_service": "HubSpot Japan MCP", "top_grade": "AA", "service_count": 7, "verified_count": 0 }, "rankings": [ { "rank": 8, "service_id": "hubspot-jp", "name": "HubSpot Japan MCP", "category": "crm", "aeo_score": 0.8, "grade": "AA", "agent_ready": "connectable", "recipe_count": 5, "mcp_type": "Official MCP", "success_rate": 67, "total_agent_calls": 3, "change_indicator": "new" }, { "rank": 12, "service_id": "sansan", "name": "Sansan MCP", "category": "crm", "aeo_score": 0.8, "grade": "AA", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "Official MCP", "success_rate": 60, "total_agent_calls": 35, "change_indicator": "new" }, { "rank": 23, "service_id": "salesgo", "name": "SALES GO (GoCoo!)", "category": "crm", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Official MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 26, "service_id": "salesforce-jp", "name": "Salesforce Japan", "category": "crm", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 10, "mcp_type": "Third-party MCP", "success_rate": 43, "total_agent_calls": 42, "change_indicator": "new" }, { "rank": 44, "service_id": "eight", "name": "Eight", "category": "crm", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" } ] }, "legal": { "summary": { "category": "legal", "avg_score": 0.62, "top_service": "DocuSign Japan", "top_grade": "A", "service_count": 5, "verified_count": 0 }, "rankings": [ { "rank": 16, "service_id": "docusign-jp", "name": "DocuSign Japan", "category": "legal", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "Third-party MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 29, "service_id": "cloudsign", "name": "CloudSign (クラウドサイン)", "category": "legal", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 5, "mcp_type": "API Only", "success_rate": 62, "total_agent_calls": 78, "change_indicator": "new" }, { "rank": 37, "service_id": "gmosign", "name": "GMO Sign (GMOサイン)", "category": "legal", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 41, "service_id": "freee-sign", "name": "freeeサイン", "category": "legal", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 50, "total_agent_calls": 6, "change_indicator": "new" }, { "rank": 47, "service_id": "legalon", "name": "LegalOn Cloud (LegalForce)", "category": "legal", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" } ] }, "security": { "summary": { "category": "security", "avg_score": 0.6, "top_service": "1Password Business", "top_grade": "A", "service_count": 3, "verified_count": 1 }, "rankings": [ { "rank": 18, "service_id": "1password-business", "name": "1Password Business", "category": "security", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "Official MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 33, "service_id": "hennge-one", "name": "HENNGE One", "category": "security", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "verified", "recipe_count": 3, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 7, "change_indicator": "new" }, { "rank": 67, "service_id": "auth0", "name": "Auth0", "category": "security", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" } ] }, "communication": { "summary": { "category": "communication", "avg_score": 0.59, "top_service": "Slack MCP", "top_grade": "AAA", "service_count": 13, "verified_count": 1 }, "rankings": [ { "rank": 2, "service_id": "slack", "name": "Slack MCP", "category": "communication", "aeo_score": 0.9, "grade": "AAA", "agent_ready": "verified", "recipe_count": 47, "mcp_type": "Official MCP", "success_rate": 91, "total_agent_calls": 111, "change_indicator": "new" }, { "rank": 7, "service_id": "chatwork", "name": "Chatwork MCP", "category": "communication", "aeo_score": 0.8, "grade": "AA", "agent_ready": "connectable", "recipe_count": 16, "mcp_type": "Official MCP", "success_rate": 66, "total_agent_calls": 122, "change_indicator": "new" }, { "rank": 10, "service_id": "line-messaging", "name": "LINE Messaging MCP", "category": "communication", "aeo_score": 0.8, "grade": "AA", "agent_ready": "connectable", "recipe_count": 4, "mcp_type": "Official MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 19, "service_id": "teams", "name": "Microsoft Teams MCP", "category": "communication", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Official MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 20, "service_id": "zoom-jp", "name": "Zoom", "category": "communication", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Third-party MCP", "success_rate": 0, "total_agent_calls": 1, "change_indicator": "new" } ] }, "hr": { "summary": { "category": "hr", "avg_score": 0.57, "top_service": "freee人事労務", "top_grade": "AA", "service_count": 9, "verified_count": 0 }, "rankings": [ { "rank": 11, "service_id": "freee-hr", "name": "freee人事労務", "category": "hr", "aeo_score": 0.8, "grade": "AA", "agent_ready": "connectable", "recipe_count": 4, "mcp_type": "Official MCP", "success_rate": 50, "total_agent_calls": 2, "change_indicator": "new" }, { "rank": 25, "service_id": "smarthr", "name": "SmartHR", "category": "hr", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 12, "mcp_type": "API Only", "success_rate": 40, "total_agent_calls": 91, "change_indicator": "new" }, { "rank": 28, "service_id": "kingoftime", "name": "KING OF TIME", "category": "hr", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 5, "mcp_type": "API Only", "success_rate": 65, "total_agent_calls": 34, "change_indicator": "new" }, { "rank": 43, "service_id": "teamspirit", "name": "TeamSpirit", "category": "hr", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 58, "service_id": "jobcan", "name": "Jobcan (ジョブカン)", "category": "hr", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "API Only", "success_rate": 50, "total_agent_calls": 2, "change_indicator": "new" } ] }, "support": { "summary": { "category": "support", "avg_score": 0.54, "top_service": "Zendesk", "top_grade": "BBB", "service_count": 5, "verified_count": 0 }, "rankings": [ { "rank": 31, "service_id": "zendesk", "name": "Zendesk", "category": "support", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 4, "mcp_type": "API Only", "success_rate": 31, "total_agent_calls": 29, "change_indicator": "new" }, { "rank": 51, "service_id": "freshdesk", "name": "Freshdesk", "category": "support", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 61, "service_id": "intercom", "name": "Intercom", "category": "support", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 68, "service_id": "channel-talk", "name": "チャネルトーク (Channel Talk)", "category": "support", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 89, "service_id": "karte", "name": "KARTE", "category": "support", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" } ] }, "accounting": { "summary": { "category": "accounting", "avg_score": 0.53, "top_service": "freee MCP", "top_grade": "AAA", "service_count": 9, "verified_count": 2 }, "rankings": [ { "rank": 3, "service_id": "freee", "name": "freee MCP", "category": "accounting", "aeo_score": 0.9, "grade": "AAA", "agent_ready": "verified", "recipe_count": 19, "mcp_type": "Official MCP", "success_rate": 90, "total_agent_calls": 208, "change_indicator": "new" }, { "rank": 9, "service_id": "moneyforward", "name": "Money Forward Cloud MCP", "category": "accounting", "aeo_score": 0.8, "grade": "AA", "agent_ready": "verified", "recipe_count": 4, "mcp_type": "Official MCP", "success_rate": 93, "total_agent_calls": 41, "change_indicator": "new" }, { "rank": 32, "service_id": "stripe-jp", "name": "Stripe Japan", "category": "accounting", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 3, "mcp_type": "Third-party MCP", "success_rate": 73, "total_agent_calls": 33, "change_indicator": "new" }, { "rank": 70, "service_id": "yayoi", "name": "Yayoi (弥生会計)", "category": "accounting", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 117, "service_id": "makeleaps", "name": "MakeLeaps", "category": "accounting", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" } ] }, "bi_analytics": { "summary": { "category": "bi_analytics", "avg_score": 0.53, "top_service": "Tableau", "top_grade": "BBB", "service_count": 3, "verified_count": 1 }, "rankings": [ { "rank": 36, "service_id": "tableau", "name": "Tableau", "category": "bi_analytics", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "verified", "recipe_count": 2, "mcp_type": "API Only", "success_rate": 83, "total_agent_calls": 12, "change_indicator": "new" }, { "rank": 65, "service_id": "looker", "name": "Looker (Google Cloud)", "category": "bi_analytics", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 66, "service_id": "metabase", "name": "Metabase", "category": "bi_analytics", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" } ] }, "ecommerce": { "summary": { "category": "ecommerce", "avg_score": 0.52, "top_service": "Shopify Japan MCP", "top_grade": "AAA", "service_count": 11, "verified_count": 1 }, "rankings": [ { "rank": 4, "service_id": "shopify-jp", "name": "Shopify Japan MCP", "category": "ecommerce", "aeo_score": 0.9, "grade": "AAA", "agent_ready": "verified", "recipe_count": 6, "mcp_type": "Official MCP", "success_rate": 94, "total_agent_calls": 52, "change_indicator": "new" }, { "rank": 45, "service_id": "rakuten", "name": "Rakuten Ichiba (楽天市場)", "category": "ecommerce", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Third-party MCP", "success_rate": 50, "total_agent_calls": 2, "change_indicator": "new" }, { "rank": 46, "service_id": "amazon-jp", "name": "Amazon Japan (SP-API)", "category": "ecommerce", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Third-party MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 60, "service_id": "base-ec", "name": "BASE", "category": "ecommerce", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 80, "service_id": "ec-cube", "name": "EC-CUBE", "category": "ecommerce", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 1, "change_indicator": "new" } ] }, "productivity": { "summary": { "category": "productivity", "avg_score": 0.51, "top_service": "PLAUD Note", "top_grade": "A", "service_count": 12, "verified_count": 0 }, "rankings": [ { "rank": 24, "service_id": "plaud", "name": "PLAUD Note", "category": "productivity", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Third-party MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 38, "service_id": "google-workspace", "name": "Google Workspace", "category": "productivity", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "Third-party MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 39, "service_id": "sentry", "name": "Sentry", "category": "productivity", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 48, "service_id": "formrun", "name": "formrun", "category": "productivity", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 53, "service_id": "todoist", "name": "Todoist", "category": "productivity", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Third-party MCP", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" } ] }, "marketing": { "summary": { "category": "marketing", "avg_score": 0.5, "top_service": "SendGrid", "top_grade": "A", "service_count": 10, "verified_count": 1 }, "rankings": [ { "rank": 14, "service_id": "sendgrid", "name": "SendGrid", "category": "marketing", "aeo_score": 0.7, "grade": "A", "agent_ready": "verified", "recipe_count": 2, "mcp_type": "Third-party MCP", "success_rate": 80, "total_agent_calls": 15, "change_indicator": "new" }, { "rank": 17, "service_id": "treasure-data", "name": "Treasure Data MCP", "category": "marketing", "aeo_score": 0.7, "grade": "A", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "Official MCP", "success_rate": 50, "total_agent_calls": 2, "change_indicator": "new" }, { "rank": 75, "service_id": "google-analytics", "name": "Google Analytics (GA4)", "category": "marketing", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 77, "service_id": "marketo", "name": "Marketo (Adobe)", "category": "marketing", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 57, "total_agent_calls": 7, "change_indicator": "new" }, { "rank": 94, "service_id": "satori-ma", "name": "SATORI", "category": "marketing", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" } ] }, "payment": { "summary": { "category": "payment", "avg_score": 0.5, "top_service": "Square", "top_grade": "BBB", "service_count": 9, "verified_count": 0 }, "rankings": [ { "rank": 34, "service_id": "square", "name": "Square", "category": "payment", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 40, "service_id": "linepay", "name": "LINE Pay", "category": "payment", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 55, "service_id": "stripe-global", "name": "Stripe", "category": "payment", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Official MCP", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 72, "service_id": "payjp", "name": "PAY.JP", "category": "payment", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 73, "service_id": "gmo-pg", "name": "GMOペイメントゲートウェイ", "category": "payment", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 1, "change_indicator": "new" } ] }, "reservation": { "summary": { "category": "reservation", "avg_score": 0.5, "top_service": "スマレジ", "top_grade": "BB", "service_count": 5, "verified_count": 0 }, "rankings": [ { "rank": 62, "service_id": "smaregi", "name": "スマレジ", "category": "reservation", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "API Only", "success_rate": 47, "total_agent_calls": 17, "change_indicator": "new" }, { "rank": 74, "service_id": "reserva", "name": "RESERVA", "category": "reservation", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 82, "service_id": "tablecheck", "name": "TableCheck", "category": "reservation", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 3, "change_indicator": "new" }, { "rank": 90, "service_id": "air-reserve", "name": "Airリザーブ", "category": "reservation", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 96, "service_id": "selecttype", "name": "SELECTTYPE", "category": "reservation", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 4, "change_indicator": "new" } ] }, "logistics": { "summary": { "category": "logistics", "avg_score": 0.5, "top_service": "ヤマト運輸 B2クラウド", "top_grade": "BB", "service_count": 4, "verified_count": 0 }, "rankings": [ { "rank": 63, "service_id": "yamato-b2", "name": "ヤマト運輸 B2クラウド", "category": "logistics", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 83, "service_id": "logiless", "name": "ロジレス (LOGILESS)", "category": "logistics", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 4, "change_indicator": "new" }, { "rank": 91, "service_id": "sagawa", "name": "佐川急便 飛伝", "category": "logistics", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 97, "service_id": "japanpost", "name": "日本郵便 (ゆうパックプリントR)", "category": "logistics", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 1, "change_indicator": "new" } ] }, "data_integration": { "summary": { "category": "data_integration", "avg_score": 0.5, "top_service": "Zapier", "top_grade": "BB", "service_count": 3, "verified_count": 0 }, "rankings": [ { "rank": 64, "service_id": "zapier", "name": "Zapier", "category": "data_integration", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 7, "change_indicator": "new" }, { "rank": 92, "service_id": "yoom", "name": "Yoom", "category": "data_integration", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" }, { "rank": 93, "service_id": "make", "name": "Make (Integromat)", "category": "data_integration", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 100, "total_agent_calls": 1, "change_indicator": "new" } ] }, "developer_tools": { "summary": { "category": "developer_tools", "avg_score": 0.45, "top_service": "GitHub", "top_grade": "BBB", "service_count": 8, "verified_count": 0 }, "rankings": [ { "rank": 27, "service_id": "github", "name": "GitHub", "category": "developer_tools", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 7, "mcp_type": "Official MCP", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 54, "service_id": "gitlab", "name": "GitLab", "category": "developer_tools", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "Official MCP", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 106, "service_id": "vercel", "name": "Vercel", "category": "developer_tools", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 3, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 110, "service_id": "netlify", "name": "Netlify", "category": "developer_tools", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 122, "service_id": "bitbucket", "name": "Bitbucket", "category": "developer_tools", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" } ] }, "devops": { "summary": { "category": "devops", "avg_score": 0.45, "top_service": "Cloudflare", "top_grade": "BBB", "service_count": 4, "verified_count": 0 }, "rankings": [ { "rank": 42, "service_id": "cloudflare", "name": "Cloudflare", "category": "devops", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "Official MCP", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 108, "service_id": "pagerduty", "name": "PagerDuty", "category": "devops", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 109, "service_id": "grafana-cloud", "name": "Grafana Cloud", "category": "devops", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 146, "service_id": "new-relic", "name": "New Relic", "category": "devops", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" } ] }, "storage": { "summary": { "category": "storage", "avg_score": 0.45, "top_service": "Dropbox Business", "top_grade": "BBB", "service_count": 6, "verified_count": 0 }, "rankings": [ { "rank": 50, "service_id": "dropbox-business", "name": "Dropbox Business", "category": "storage", "aeo_score": 0.6, "grade": "BBB", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 50, "total_agent_calls": 2, "change_indicator": "new" }, { "rank": 57, "service_id": "box-jp", "name": "Box Japan", "category": "storage", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 3, "mcp_type": "API Only", "success_rate": 64, "total_agent_calls": 11, "change_indicator": "new" }, { "rank": 107, "service_id": "google-drive", "name": "Google Drive", "category": "storage", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 154, "service_id": "aws-s3", "name": "Amazon S3", "category": "storage", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 155, "service_id": "cloudinary", "name": "Cloudinary", "category": "storage", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" } ] }, "database": { "summary": { "category": "database", "avg_score": 0.42, "top_service": "Supabase", "top_grade": "BB", "service_count": 6, "verified_count": 0 }, "rankings": [ { "rank": 69, "service_id": "supabase", "name": "Supabase", "category": "database", "aeo_score": 0.5, "grade": "BB", "agent_ready": "connectable", "recipe_count": 2, "mcp_type": "Third-party MCP", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 111, "service_id": "firebase", "name": "Firebase", "category": "database", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 131, "service_id": "mongodb-atlas", "name": "MongoDB Atlas", "category": "database", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 132, "service_id": "planetscale", "name": "PlanetScale", "category": "database", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 133, "service_id": "neon-db", "name": "Neon", "category": "database", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" } ] }, "ai_ml": { "summary": { "category": "ai_ml", "avg_score": 0.4, "top_service": "OpenAI API", "top_grade": "B", "service_count": 7, "verified_count": 0 }, "rankings": [ { "rank": 102, "service_id": "openai-api", "name": "OpenAI API", "category": "ai_ml", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 4, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 103, "service_id": "anthropic-api", "name": "Anthropic API", "category": "ai_ml", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 4, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 126, "service_id": "replicate", "name": "Replicate", "category": "ai_ml", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 127, "service_id": "huggingface", "name": "Hugging Face", "category": "ai_ml", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 128, "service_id": "pinecone", "name": "Pinecone", "category": "ai_ml", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" } ] }, "design": { "summary": { "category": "design", "avg_score": 0.4, "top_service": "Figma", "top_grade": "B", "service_count": 3, "verified_count": 0 }, "rankings": [ { "rank": 113, "service_id": "figma", "name": "Figma", "category": "design", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 1, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 139, "service_id": "canva-api", "name": "Canva API", "category": "design", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" }, { "rank": 140, "service_id": "miro", "name": "Miro", "category": "design", "aeo_score": 0.4, "grade": "B", "agent_ready": "connectable", "recipe_count": 0, "mcp_type": "API Only", "success_rate": 0, "total_agent_calls": 0, "change_indicator": "new" } ] } }, "methodology": { "scoring": "Base (MCP type: 0.1-0.5) + Bonuses (API docs, auth guide, specialist, agent data, success rate: +0.1 each)", "grades": { "AAA": "0.9+", "AA": "0.8+", "A": "0.7+", "BBB": "0.6+", "BB": "0.5+", "B": "0.4+", "C": "0.3+", "D": "<0.3" }, "agent_ready": { "verified": "MCP/API exists + 3+ agent calls + ≥80% success rate", "connectable": "MCP/API exists but unproven or low success", "info_only": "No API or MCP available" } } }