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55 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | dynatrace-mcp dynatrace-oss/dynatrace-mcp chat_with_davis_copilotcreate_dynatrace_notebookexecute_davis_analyzer+14 | 17 | 2026-07-28+ | 49/100 | F |
| 2 |
| mcp-notifications zudsniper/mcp-notifications full_notifynotify |
| 2 |
| 2026-07-28+ |
| 49/100 |
| F |
| 3 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 4 | mcp-server-github-agent flan02/mcp-server-github-agent analyze_file_changesget_pr_templatesget_recent_actions_events+3 | 6 | 2026-07-28+ | 48/100 | F |
| 5 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 6 | skyfire-solutions-demo skyfire-xyz/skyfire-solutions-demo sample_tool | 1 | <=2025-11-25 | 48/100 | F |
| 7 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 8 | MCP-Servers-for-Full-Stack-Development iamqasimali/MCP-Servers-for-Full-Stack-Development check_portsdocker_composedocker_exec+25 | 28 | 2026-07-28+ | 47/100 | F |
| 9 | mcp-server-rollbar-error eleanorreem/mcp-server-rollbar-error analyze_errors_and_suggest_actionsfetch_rollbar_errorspost_todo_list_to_slack | 3 | 2026-07-28+ | 47/100 | F |
| 10 | devboy-tools meteora-pro/devboy-tools clickup_get_taskclickup_list_tasksconfluence_get_page+24 | 27 | 2026-07-28+ | 46/100 | F |
| 11 | drd-vpc-agent DrDroidLab/drd-vpc-agent debug_taskfetch_connector_connections_testsfetch_playbook_execution_tasks+3 | 6 | 2026-07-28+ | 46/100 | F |
| 12 | flux-mcp-server converged-computing/flux-mcp-server find_failed_jobsingest_flux_eventquery_job_history | 3 | <=2025-11-25 | 46/100 | F |
| 13 | monitor 1037630579/monitor aliyun_get_metric_dataaliyun_list_cdnaliyun_list_ecs+14 | 17 | <=2025-11-25 | 46/100 | F |
| 14 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 15 | PR-MCP-Server Qehbr/PR-MCP-Server analyze_file_changesget_pr_templatesget_recent_actions_events+3 | 6 | 2026-07-28+ | 45/100 | F |
| 16 | supply-chain-monitor harriottdirty774/supply-chain-monitor GETPostFileSendMessage+21 | 24 | <=2025-11-25 | 45/100 | F |
| 17 | k8m weibaohui/k8m save_k8s_yaml_template | 1 | <=2025-11-25 | 44/100 | F |
| 18 | vigilops LinChuang2008/vigilops get_servers_health | 1 | 2026-07-28+ | 44/100 | F |
| 19 | server-monitoring-MCP-server Takch02/server-monitoring-MCP-server diagnose_serverfetch_error_logsfetch_recent_logs+4 | 7 | 2026-07-28+ | 43/100 | F |
| 20 | MCP-Testing daniyalk1/MCP-Testing create_confluence_pagecreate_github_issuecreate_jira_issue+14 | 17 | <=2025-11-25 | 42/100 | F |
| 21 | AgenticAV AgentAiDrive/AgenticAV KBPublisher | 1 | 2026-07-28+ | 41/100 | F |
| 22 | deepsql DeepSQLAI/deepsql analyze_connection_patternsanalyze_query_patternsanalyze_query_plans+22 | 25 | 2026-07-28+ | 41/100 | F |
| 23 | mcp-forge mozaloom/mcp-forge analyze_file_changesget_pr_templatesget_recent_actions_events+5 | 8 | <=2025-11-25 | 41/100 | F |
| 24 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |
| 25 | 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 |
| 26 | IntelliConnect ruanrongman/IntelliConnect addProductToolBanagentaiControl+15 | 18 | 2026-07-28+ | 38/100 | F |
| 27 | ai-native-developer-experience jpantsjoha/ai-native-developer-experience bootstrap_operating_modelcloud_checkupcontext_graph_refresh+4 | 7 | 2026-07-28+ | 38/100 | F |
| 28 | nila-ai naluinui/nila-ai github/create_issuegithub/get_issuegithub/list_issues+2 | 5 | 2025-06-18+ | 38/100 | F |
| 29 | pipelane-server shiveshnavin/pipelane-server PipelanePipelaneExecutionPipetask+12 | 15 | 2026-07-28+ | 38/100 | F |
| 30 | srunx ksterx/srunx cancel_jobget_configget_job_status+9 | 12 | 2026-07-28+ | 37/100 | F |
| 31 | kroot-mcp yaioyaio/kroot-mcp getMetricsgetProjectStatus | 2 | 2026-07-28+ | 36/100 | F |
| 32 | agent-configs lassare-hq/agent-configs approveask | 2 | 2026-07-28+ | 35/100 | F |
| 33 | dataops_mcp_server rohithay/dataops_mcp_server AnalyzeQueryCostToolCreateOptimizationPRToolDetectCostAnomalies+2 | 5 | <=2025-11-25 | 34/100 | F |
| 34 | mcp-tee-sample khpawan/mcp-tee-sample attestation_statusgithub_search_issuesquery_database+1 | 4 | 2025-06-18+ | 33/100 | F |
| 35 | CHIHUAUDIT girste/CHIHUAUDIT CheckBackupsCheckDatabaseCheckDocker+12 | 15 | 2026-07-28+ | 32/100 | F |
| 36 | a2a-go TheApeMachine/a2a-go azure_create_sprintazure_create_work_itemsazure_enrich_work_item+13 | 16 | <=2025-11-25 | 32/100 | F |
| 37 | mcp-server-multi-tools TheApeMachine/mcp-server-multi-tools bulkManageAgentscreate_sprintcreate_work_items+16 | 19 | <=2025-11-25 | 32/100 | F |
| 38 | rebound rebound-how/rebound | 0 | 2026-07-28+ | 31/100 | F |
| 39 | mcp-hub blaxel-ai/mcp-hub | 0 | 2026-07-28+ | 29/100 | F |
| 40 | mcpseverdbs milan9527/mcpseverdbs aurora_data_api_insert_test_datacreate_rds_mysql_instancecreate_rds_mysql_instance_china+3 | 6 | 2026-07-28+ | 29/100 | F |
| 41 | roma binrchq/roma AddResourceAddSpaceMemberAddToBlacklist+48 | 51 | <=2025-11-25 | 29/100 | F |
| 42 | langchain-playground chrisleekr/langchain-playground fetch_and_analyze_logsgenerate_log_nrql_querygenerate_trace_logs_query+8 | 11 | <=2025-11-25 | 27/100 | F |
| 43 | mcpcan Kymo-MCP/mcpcan | 0 | <=2025-11-25 | 26/100 | F |
| 44 | mcp-linux-tools gerard-kanters/mcp-linux-tools | 0 | 2026-07-28+ | 24/100 | F |
| 45 | ShowTime mambo-wang/ShowTime createFolderdeleteFiledeleteFolder+4 | 7 | 2026-07-28+ | 22/100 | F |
| 46 | devops-mcp Kartikvyas1604/devops-mcp | 0 | 2026-07-28+ | 19/100 | F |
| 47 | DeltaScope Fanduzi/DeltaScope audit_sqldescribe_ruleget_capabilities+1 | 4 | 2025-06-18+ | 14/100 | F |
| 48 | Citio lawrencehui/Citio citio.check_ci_statuscitio.create_branchcitio.create_pr+18 | 21 | 2026-07-28+ | 13/100 | F |
| 49 | NeuronIP neurondb/NeuronIP createIngestionJobcreateMetricgetAuditLogs+5 | 8 | 2026-07-28+ | 11/100 | F |
| 50 | review-radar OmarElsahragty/review-radar addechoget_library_documentation+12 | 15 | <=2025-11-25 | 11/100 | F |