Loading ToolBench
246 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | Agentic-Kubernetes-Management Tarique-B-DevOps/Agentic-Kubernetes-Management check-logsget-namespacesget-pods | 3 | 2026-07-28+ | 52/100 | D |
| 52 | aks-mcp Azure/aks-mcp aks_advisor_recommendationcall_azcall_kubectl+7 |
| 10 |
| <=2025-11-25 |
| 52/100 |
| D |
| 53 | k8s-auto-heal-mcp-server sandeep-soorya-kumar/k8s-auto-heal-mcp-server auto_fix_crash_loopauto_fix_high_memoryauto_fix_oom+14 | 17 | 2026-07-28+ | 52/100 | D |
| 54 | kubernetes-mcp-server Blankcut/kubernetes-mcp-server AnalyzeNamespaceFindApplicationsByResourceGetApplication+8 | 11 | <=2025-11-25 | 52/100 | D |
| 55 | mcp-server-devops VoTrungKien-23520809/mcp-server-devops check_system_healthdescribe_podget_all_pods+16 | 19 | <=2025-11-25 | 52/100 | D |
| 56 | meshpilot sridhargaddam/meshpilot check_istio_statuscheck_sail_statusdeploy_httpbin_app+18 | 21 | <=2025-11-25 | 52/100 | D |
| 57 | MCP-Server MADARAKZ/MCP-Server opa_apply_policyopa_delete_policyopa_get_violations+3 | 6 | 2026-07-28+ | 51/100 | D |
| 58 | agnostic-multicloud-delivery-framework segoja7/agnostic-multicloud-delivery-framework list_k8s_crdslist_k8s_kindsprocess_crd_to_kcl+1 | 4 | 2026-07-28+ | 51/100 | D |
| 59 | ai-sre nachtschatt3n/ai-sre flux_reconcileflux_statusgit_commit+18 | 21 | <=2025-11-25 | 51/100 | D |
| 60 | argocd-mcp-server toyamagu-2021/argocd-mcp-server create_applicationcreate_applicationsetcreate_project+20 | 23 | 2026-07-28+ | 51/100 | D |
| 61 | cluster-insights-mcp-rs alpha-hack-program/cluster-insights-mcp-rs check_replica_capacitycheck_resource_fitget_cluster_capacity+3 | 6 | <=2025-11-25 | 51/100 | D |
| 62 | k0rdent-mcp-server randybias/k0rdent-mcp-server delete_deploymentdeploy_appdescribe_app+6 | 9 | <=2025-11-25 | 51/100 | D |
| 63 | k8s-ai hariohmprasath/k8s-ai add_repositoryanalyze_deploymentanalyze_resource_bottlenecks+20 | 23 | 2026-07-28+ | 51/100 | D |
| 64 | kubectl-go-mcp-server Joelayo/kubectl-go-mcp-server kubectl | 1 | 2026-07-28+ | 51/100 | D |
| 65 | mcp-k8s-server abhijeetka/mcp-k8s-server create_deploymentdescribe_podexpose_service+16 | 19 | 2026-07-28+ | 51/100 | D |
| 66 | mcp-kubernetes Azure/mcp-kubernetes call_ciliumcall_helmcall_hubble+1 | 4 | 2026-07-28+ | 51/100 | D |
| 67 | mcp-vibe-coding-tools ammilam/mcp-vibe-coding-tools analyze_error_logscreate_validation_scriptexecute_command+18 | 21 | 2026-07-28+ | 51/100 | D |
| 68 | opsmate Paffin/opsmate docker_compose_logsdocker_compose_psdocker_exec+27 | 30 | 2026-07-28+ | 51/100 | D |
| 69 | skyflo skyflo-ai/skyflo load_toolsetmemory_historymemory_list+5 | 8 | 2025-06-18+ | 51/100 | D |
| 70 | ProDisco harche/ProDisco prodisco.runSandboxprodisco.searchTools | 2 | 2026-07-28+ | 50/100 | D |
| 71 | beam-mcp-server souravch/beam-mcp-server beam-wordcountcancel_jobcreate_job+9 | 12 | <=2025-11-25 | 50/100 | D |
| 72 | cloud-service-integration-with-MCP shashankk-42/cloud-service-integration-with-MCP create_storage_bucketdeploy_modelfailover_route+8 | 11 | <=2025-11-25 | 50/100 | D |
| 73 | k8s-mcp Shengwenhao-manbo/k8s-mcp create_namespacecreate_poddelete_namespace+4 | 7 | <=2025-11-25 | 50/100 | D |
| 74 | k8s-mcp jingyanjiang/k8s-mcp get_contextsget_current_contextlist_namespaces+1 | 4 | <=2025-11-25 | 50/100 | D |
| 75 | markdy-com HoangYell/markdy-com complete_markdy_codeexplain_markdyget_templates+9 | 12 | 2026-07-28+ | 50/100 | D |
| 76 | mcp-database bearslyricattack/mcp-database create_databasedelete_database_clusterget_database_clusters | 3 | 2026-07-28+ | 50/100 | D |
| 77 | mcp-devinfra remiphilippe/mcp-devinfra get_docget_helm_chart_readmeget_helm_chart_schema+15 | 18 | 2026-07-28+ | 50/100 | D |
| 78 | mcp-modules-rust l3ocifer/mcp-modules-rust create_documentcreate_memorycreate_presentation+8 | 11 | <=2025-11-25 | 50/100 | D |
| 79 | strimzi-mcp-server see-quick/strimzi-mcp-server approve_rebalancecreate_connectorcreate_mirrormaker2+4 | 7 | 2026-07-28+ | 50/100 | D |
| 80 | Agentic-Kubernetes-Management Tarique-B/Agentic-Kubernetes-Management check-logsget-namespacesget-pods | 3 | 2026-07-28+ | 49/100 | F |
| 81 | aegis-mcp raghulvj01/aegis-mcp aws_check_s3_public_accessaws_list_ec2_instancescicd_pipeline_status+18 | 21 | <=2025-11-25 | 49/100 | F |
| 82 | forge alexandremahdhaoui/forge buildconfig-validatedocs-get+7 | 10 | 2026-07-28+ | 49/100 | F |
| 83 | mcp-for-argo-workflows Joibel/mcp-for-argo-workflows get_workflowlist_workflows | 2 | 2026-07-28+ | 49/100 | F |
| 84 | mcp-server-kubernetes-read-only sandeshghanta/mcp-server-kubernetes-read-only kubectl_describekubectl_getkubectl_get_paginated+2 | 5 | 2026-07-28+ | 49/100 | F |
| 85 | MCP-K8sWizard heniv96/MCP-K8sWizard explain_resourcek8s_check_all_clustersk8s_clear_context+29 | 32 | <=2025-11-25 | 48/100 | F |
| 86 | eagle-eye-mcp neeltom92/eagle-eye-mcp execute_queryexecute_range_queryget_metric_metadata+15 | 18 | 2026-07-28+ | 48/100 | F |
| 87 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 88 | k8s-mcp-and-adk-agent w3sqr/k8s-mcp-and-adk-agent apply_yamlautomate_remediationcreate_deployment+14 | 17 | <=2025-11-25 | 48/100 | F |
| 89 | k8s-mcp-server adityajoshi12/k8s-mcp-server create_kubernetes_deploymentcreate_kubernetes_namespacecreate_kubernetes_pod+3 | 6 | 2026-07-28+ | 48/100 | F |
| 90 | kom weibaohui/kom apply_k8s_yaml | 1 | 2025-06-18+ | 48/100 | F |
| 91 | konverse xcoulon/konverse listPodsInNamespace | 1 | 2026-07-28+ | 48/100 | F |
| 92 | kubescape-mcp-server slashben/kubescape-mcp-server list_vulnerabilities_in_manifestlist_vulnerability_manifestslist_vulnerability_matches_for_cve | 3 | 2026-07-28+ | 48/100 | F |
| 93 | mcp-argo-server jakkaj/mcp-argo-server launchresultstatus | 3 | 2026-07-28+ | 48/100 | F |
| 94 | multicluster-mcp-server yanmxa/multicluster-mcp-server clustersconnect_clusterkubectl+1 | 4 | <=2025-11-25 | 48/100 | F |
| 95 | platform-engineering-mcp-server sat0ps/platform-engineering-mcp-server analyze_terraform_modulecheck_cluster_healthinvestigate_incident+2 | 5 | <=2025-11-25 | 48/100 | F |
| 96 | sark apathy-ca/sark invoke_toollist_serverslist_tools+1 | 4 | 2026-07-28+ | 48/100 | F |
| 97 | satgate SatGate-io/satgate ci_triggerclaude_analyzecode_execute+16 | 19 | <=2025-11-25 | 48/100 | F |
| 98 | k8s-mcp AceDarkknight/k8s-mcp check_rbac_permissionget_cluster_statusget_events+10 | 13 | 2026-07-28+ | 47/100 | F |
| 99 | 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 |
| 100 | kubearchive-mcp olegbet/kubearchive-mcp get_archived_resourceget_resource_historylist_archived_resources+1 | 4 | <=2025-11-25 | 47/100 | F |