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93 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | monitor 1037630579/monitor aliyun_get_metric_dataaliyun_list_cdnaliyun_list_ecs+14 | 17 | <=2025-11-25 | 46/100 | F |
| 52 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_tool |
| 4 |
| 2026-07-28+ |
| 46/100 |
| F |
| 53 | PR-MCP-Server Qehbr/PR-MCP-Server analyze_file_changesget_pr_templatesget_recent_actions_events+3 | 6 | 2026-07-28+ | 45/100 | F |
| 54 | supply-chain-monitor harriottdirty774/supply-chain-monitor GETPostFileSendMessage+21 | 24 | <=2025-11-25 | 45/100 | F |
| 55 | k8m weibaohui/k8m save_k8s_yaml_template | 1 | <=2025-11-25 | 44/100 | F |
| 56 | vigilops LinChuang2008/vigilops get_servers_health | 1 | 2026-07-28+ | 44/100 | F |
| 57 | server-monitoring-MCP-server Takch02/server-monitoring-MCP-server diagnose_serverfetch_error_logsfetch_recent_logs+4 | 7 | 2026-07-28+ | 43/100 | F |
| 58 | MCP-Testing daniyalk1/MCP-Testing create_confluence_pagecreate_github_issuecreate_jira_issue+14 | 17 | <=2025-11-25 | 42/100 | F |
| 59 | AgenticAV AgentAiDrive/AgenticAV KBPublisher | 1 | 2026-07-28+ | 41/100 | F |
| 60 | deepsql DeepSQLAI/deepsql analyze_connection_patternsanalyze_query_patternsanalyze_query_plans+22 | 25 | 2026-07-28+ | 41/100 | F |
| 61 | mcp-forge mozaloom/mcp-forge analyze_file_changesget_pr_templatesget_recent_actions_events+5 | 8 | <=2025-11-25 | 41/100 | F |
| 62 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |
| 63 | setup-vs-agent-firm romainsantoli-web/setup-vs-agent-firm firm_export_github_prfirm_export_slack_digestfirm_gateway_fleet_status+5 | 8 | 2026-07-28+ | 40/100 | F |
| 64 | IntelliConnect ruanrongman/IntelliConnect addProductToolBanagentaiControl+15 | 18 | 2026-07-28+ | 38/100 | F |
| 65 | ai-native-developer-experience jpantsjoha/ai-native-developer-experience bootstrap_operating_modelcloud_checkupcontext_graph_refresh+4 | 7 | 2026-07-28+ | 38/100 | F |
| 66 | nila-ai naluinui/nila-ai github/create_issuegithub/get_issuegithub/list_issues+2 | 5 | 2025-06-18+ | 38/100 | F |
| 67 | pipelane-server shiveshnavin/pipelane-server PipelanePipelaneExecutionPipetask+12 | 15 | 2026-07-28+ | 38/100 | F |
| 68 | srunx ksterx/srunx cancel_jobget_configget_job_status+9 | 12 | 2026-07-28+ | 37/100 | F |
| 69 | kroot-mcp yaioyaio/kroot-mcp getMetricsgetProjectStatus | 2 | 2026-07-28+ | 36/100 | F |
| 70 | agent-configs lassare-hq/agent-configs approveask | 2 | 2026-07-28+ | 35/100 | F |
| 71 | dataops_mcp_server rohithay/dataops_mcp_server AnalyzeQueryCostToolCreateOptimizationPRToolDetectCostAnomalies+2 | 5 | <=2025-11-25 | 34/100 | F |
| 72 | mcp-tee-sample khpawan/mcp-tee-sample attestation_statusgithub_search_issuesquery_database+1 | 4 | 2025-06-18+ | 33/100 | F |
| 73 | CHIHUAUDIT girste/CHIHUAUDIT CheckBackupsCheckDatabaseCheckDocker+12 | 15 | 2026-07-28+ | 32/100 | F |
| 74 | a2a-go TheApeMachine/a2a-go azure_create_sprintazure_create_work_itemsazure_enrich_work_item+13 | 16 | <=2025-11-25 | 32/100 | F |
| 75 | mcp-server-multi-tools TheApeMachine/mcp-server-multi-tools bulkManageAgentscreate_sprintcreate_work_items+16 | 19 | <=2025-11-25 | 32/100 | F |
| 76 | rebound rebound-how/rebound | 0 | 2026-07-28+ | 31/100 | F |
| 77 | mcp-hub blaxel-ai/mcp-hub | 0 | 2026-07-28+ | 29/100 | F |
| 78 | mcpseverdbs milan9527/mcpseverdbs aurora_data_api_insert_test_datacreate_rds_mysql_instancecreate_rds_mysql_instance_china+3 | 6 | 2026-07-28+ | 29/100 | F |
| 79 | roma binrchq/roma AddResourceAddSpaceMemberAddToBlacklist+48 | 51 | <=2025-11-25 | 29/100 | F |
| 80 | langchain-playground chrisleekr/langchain-playground fetch_and_analyze_logsgenerate_log_nrql_querygenerate_trace_logs_query+8 | 11 | <=2025-11-25 | 27/100 | F |
| 81 | mcpcan Kymo-MCP/mcpcan | 0 | <=2025-11-25 | 26/100 | F |
| 82 | mcp-linux-tools gerard-kanters/mcp-linux-tools | 0 | 2026-07-28+ | 24/100 | F |
| 83 | ShowTime mambo-wang/ShowTime createFolderdeleteFiledeleteFolder+4 | 7 | 2026-07-28+ | 22/100 | F |
| 84 | devops-mcp Kartikvyas1604/devops-mcp | 0 | 2026-07-28+ | 19/100 | F |
| 85 | DeltaScope Fanduzi/DeltaScope audit_sqldescribe_ruleget_capabilities+1 | 4 | 2025-06-18+ | 14/100 | F |
| 86 | Citio lawrencehui/Citio citio.check_ci_statuscitio.create_branchcitio.create_pr+18 | 21 | 2026-07-28+ | 13/100 | F |
| 87 | NeuronIP neurondb/NeuronIP createIngestionJobcreateMetricgetAuditLogs+5 | 8 | 2026-07-28+ | 11/100 | F |
| 88 | review-radar OmarElsahragty/review-radar addechoget_library_documentation+12 | 15 | <=2025-11-25 | 11/100 | F |
| 89 | catalyst_mcp billebel/catalyst_mcp current_usersearch_splunk | 2 | <=2025-11-25 | 8/100 | F |
| 90 | diagnostic-slackbot nikogura/diagnostic-slackbot cloudwatch_alarms_historycloudwatch_alarms_listcloudwatch_logs_get_events+40 | 43 | 2026-07-28+ | 0/100 | F |
| 91 | firefight FireFightLabs/firefight approve_approvalask_halonassign_action_item+75 | 78 | 2026-07-28+ | 0/100 | F |
| 92 | loop radutopala/loop | 0 | 2026-07-28+ | 0/100 | F |
| 93 | thor scoutqa-dot-ai/thor stdio-fixture | 1 | 2026-07-28+ | 0/100 | F |