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167 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Agentic-Kubernetes-Management Tarique-B/Agentic-Kubernetes-Management check-logsget-namespacesget-pods | 3 | 2026-07-28+ | 49/100 | F |
| 2 | aegis-mcp raghulvj01/aegis-mcp aws_check_s3_public_accessaws_list_ec2_instancescicd_pipeline_status+18 | 21 | <=2025-11-25 |
| 49/100 |
| F |
| 3 | forge alexandremahdhaoui/forge buildconfig-validatedocs-get+7 | 10 | 2026-07-28+ | 49/100 | F |
| 4 | mcp-for-argo-workflows Joibel/mcp-for-argo-workflows get_workflowlist_workflows | 2 | 2026-07-28+ | 49/100 | F |
| 5 | mcp-server-kubernetes-read-only sandeshghanta/mcp-server-kubernetes-read-only kubectl_describekubectl_getkubectl_get_paginated+2 | 5 | 2026-07-28+ | 49/100 | F |
| 6 | MCP-K8sWizard heniv96/MCP-K8sWizard explain_resourcek8s_check_all_clustersk8s_clear_context+29 | 32 | <=2025-11-25 | 48/100 | F |
| 7 | eagle-eye-mcp neeltom92/eagle-eye-mcp execute_queryexecute_range_queryget_metric_metadata+15 | 18 | 2026-07-28+ | 48/100 | F |
| 8 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 9 | k8s-mcp-and-adk-agent w3sqr/k8s-mcp-and-adk-agent apply_yamlautomate_remediationcreate_deployment+14 | 17 | <=2025-11-25 | 48/100 | F |
| 10 | k8s-mcp-server adityajoshi12/k8s-mcp-server create_kubernetes_deploymentcreate_kubernetes_namespacecreate_kubernetes_pod+3 | 6 | 2026-07-28+ | 48/100 | F |
| 11 | kom weibaohui/kom apply_k8s_yaml | 1 | 2025-06-18+ | 48/100 | F |
| 12 | konverse xcoulon/konverse listPodsInNamespace | 1 | 2026-07-28+ | 48/100 | F |
| 13 | kubescape-mcp-server slashben/kubescape-mcp-server list_vulnerabilities_in_manifestlist_vulnerability_manifestslist_vulnerability_matches_for_cve | 3 | 2026-07-28+ | 48/100 | F |
| 14 | mcp-argo-server jakkaj/mcp-argo-server launchresultstatus | 3 | 2026-07-28+ | 48/100 | F |
| 15 | multicluster-mcp-server yanmxa/multicluster-mcp-server clustersconnect_clusterkubectl+1 | 4 | <=2025-11-25 | 48/100 | F |
| 16 | platform-engineering-mcp-server sat0ps/platform-engineering-mcp-server analyze_terraform_modulecheck_cluster_healthinvestigate_incident+2 | 5 | <=2025-11-25 | 48/100 | F |
| 17 | sark apathy-ca/sark invoke_toollist_serverslist_tools+1 | 4 | 2026-07-28+ | 48/100 | F |
| 18 | satgate SatGate-io/satgate ci_triggerclaude_analyzecode_execute+16 | 19 | <=2025-11-25 | 48/100 | F |
| 19 | k8s-mcp AceDarkknight/k8s-mcp check_rbac_permissionget_cluster_statusget_events+10 | 13 | 2026-07-28+ | 47/100 | F |
| 20 | kube-mcp-server boqier/kube-mcp-server create_or_update_resource_jsoncreate_or_update_resource_yamldelete_resource+20 | 23 | 2026-07-28+ | 47/100 | F |
| 21 | kubearchive-mcp olegbet/kubearchive-mcp get_archived_resourceget_resource_historylist_archived_resources+1 | 4 | <=2025-11-25 | 47/100 | F |
| 22 | kubectl-mcp-server aadarshjain/kubectl-mcp-server delete_poddescribe_podget_configmaps+22 | 25 | <=2025-11-25 | 47/100 | F |
| 23 | kubectl-mcp-server rohitg00/kubectl-mcp-server k8s-3d-topologyk8s-clusterk8s-cost+7 | 10 | <=2025-11-25 | 47/100 | F |
| 24 | kubectl-metrics yaacov/kubectl-metrics metrics_helpmetrics_read | 2 | <=2025-11-25 | 47/100 | F |
| 25 | mcp-server-deployer hzhangse-ai-agent/mcp-server-deployer build_all_imagesdeploy_moduledeploy_subproject+2 | 5 | 2026-07-28+ | 47/100 | F |
| 26 | rancher-ai-mcp rancher/rancher-ai-mcp analyzeClusteranalyzeClusterMachinesanalyzeFleetResources+36 | 39 | 2026-07-28+ | 47/100 | F |
| 27 | release-mcp-server savitaashture/release-mcp-server configure-hack-repocreate-release-branchescreate-release-plans | 3 | <=2025-11-25 | 47/100 | F |
| 28 | co2-shopping-assistant prabhakaran-jm/co2-shopping-assistant add_to_cartcalculate_co2_impactcheckout+6 | 9 | <=2025-11-25 | 46/100 | F |
| 29 | drd-vpc-agent DrDroidLab/drd-vpc-agent debug_taskfetch_connector_connections_testsfetch_playbook_execution_tasks+3 | 6 | 2026-07-28+ | 46/100 | F |
| 30 | k8s-mcp-server MayukhSobo/k8s-mcp-server createdeleteexport_logs+4 | 7 | 2026-07-28+ | 46/100 | F |
| 31 | k8s-mcp-server kopp0510/k8s-mcp-server helm_get_valueshelm_historyhelm_list+13 | 16 | <=2025-11-25 | 46/100 | F |
| 32 | kubernetes-mcp-server containers/kubernetes-mcp-server | 0 | 2025-06-18+ | 46/100 | F |
| 33 | kueue-mcp-server kannon92/kueue-mcp-server cluster_queue_statuscollect_must_gather_ocp_kueue | 2 | 2026-07-28+ | 46/100 | F |
| 34 | mcp-hub amani-patrick/mcp-hub detect_breaking_changesscan_config_pathvalidate_response | 3 | 2026-07-28+ | 46/100 | F |
| 35 | mcp-selenium-grid CatchNip/mcp-selenium-grid create_browsersdelete_browsers | 2 | 2026-07-28+ | 46/100 | F |
| 36 | mcp-server-rhoai-workbenches ada333/mcp-server-rhoai-workbenches CreateCustomImageCreateHardwareProfileCreatePVC+15 | 18 | 2026-07-28+ | 46/100 | F |
| 37 | openshift-mcp-server redhat-performance/openshift-mcp-server analyze_journalctl_pod_errorsanalyze_pod_disruptionscheck_cluster_health+6 | 9 | 2026-07-28+ | 46/100 | F |
| 38 | source-code AgentCTL-dev/source-code ackagent.getagent.list+17 | 20 | 2026-07-28+ | 46/100 | F |
| 39 | Agentic-Kubernetes-CLI Tarique-B-DevOps/Agentic-Kubernetes-CLI kubectl_contextrun_kubectl_command | 2 | 2026-07-28+ | 45/100 | F |
| 40 | agentscope agentscope-ai/agentscope AgentCreateAgentInviteGenerateStructuredOutput+10 | 13 | 2026-07-28+ | 45/100 | F |
| 41 | linky-mcp wrkode/linky-mcp linkerd.install_applylinkerd.policy_server_getlinkerd.policy_servers_list | 3 | <=2025-11-25 | 45/100 | F |
| 42 | muster giantswarm/muster auth_loginauth_logout | 2 | 2025-06-18+ | 45/100 | F |
| 43 | agent-sandbox agent-sandbox/agent-sandbox sandbox-executorsandbox-tools | 2 | <=2025-11-25 | 44/100 | F |
| 44 | k8m weibaohui/k8m save_k8s_yaml_template | 1 | <=2025-11-25 | 44/100 | F |
| 45 | k8s-mcp-server alexei-led/k8s-mcp-server describe_argocddescribe_helmdescribe_istioctl+5 | 8 | <=2025-11-25 | 44/100 | F |
| 46 | kuadrant-mcp-server Kuadrant/kuadrant-mcp-server create_authpolicycreate_dnspolicycreate_gateway+3 | 6 | <=2025-11-25 | 44/100 | F |
| 47 | kubeflow-mcp abhijeet-dhumal/kubeflow-mcp adapt_training_scriptanalyze_training_failurebuild_runtime_spec+30 | 33 | 2026-07-28+ | 44/100 | F |
| 48 | kubernetics-mcp-server ddjain/kubernetics-mcp-server describe-kubernetics-podget-kubernetics-all-pods-detailget-kubernetics-events+4 | 7 | 2026-07-28+ | 44/100 | F |
| 49 | mcp-server-stdio ClaytonMatos84/mcp-server-stdio get-super-usersget-top-countriesget-weather+10 | 13 | 2026-07-28+ | 44/100 | F |
| 50 | mcp_kubernetes jterceiro/mcp_kubernetes get_available_contextsget_current_contextget_deployments+7 | 10 | <=2025-11-25 | 44/100 | F |