Loading ToolBench
80 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | rhoai-mcp opendatahub-io/rhoai-mcp cluster_summarycreate_s3_data_connectiondelete_data_connection+11 | 14 | 2026-07-28+ | 74/100 | B |
| 2 |
| mcp-rs n-takatsu/mcp-rs cancel_pending_switchconfigure_switch_policyget_current_active_engine+6 |
| 9 |
| 2026-07-28+ |
| 72/100 |
| B |
| 3 | openapi-k8s-mcp-server waabox/openapi-k8s-mcp-server get_operation_detailsget_operationsinvoke_endpoint+1 | 4 | 2026-07-28+ | 71/100 | B |
| 4 | kubefwd txn2/kubefwd add_namespaceadd_servicediagnose_errors+20 | 23 | 2026-07-28+ | 70/100 | B |
| 5 | subm-mcp-server vthapar/subm-mcp-server create_serviceexportdelete_serviceexportget_resource+5 | 8 | 2026-07-28+ | 70/100 | B |
| 6 | Chaosmesh-MCP RadiumGu/Chaosmesh-MCP container_killdelete_experimenthealth_check+11 | 14 | <=2025-11-25 | 59/100 | D |
| 7 | K8s-AIops AIops-tools/K8s-AIops collect_pod_rowscollect_workload_rowscordon_node+8 | 11 | <=2025-11-25 | 59/100 | D |
| 8 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 9 | mcp-rancher-multi gorizond/mcp-rancher-multi k8s_namespaces_listk8s_rawrancher_cluster_get+9 | 12 | 2026-07-28+ | 59/100 | D |
| 10 | VMware-AVI vmware-skills/VMware-AVI ako_amko_statusako_clustersako_config_diff+25 | 28 | <=2025-11-25 | 58/100 | D |
| 11 | kops kaka-milan-22/kops k8s_describek8s_eventsk8s_get+3 | 6 | 2026-07-28+ | 58/100 | D |
| 12 | logsift fulminate-io/logsift list_sourcesreducesearch | 3 | 2026-07-28+ | 58/100 | D |
| 13 | mcp-kubernetes-ro patrickdappollonio/mcp-kubernetes-ro base64_decodebase64_encodeget_logs+3 | 6 | <=2025-11-25 | 58/100 | D |
| 14 | mcp-server-kubernetes kogunlowo123/mcp-server-kubernetes apply_manifestget_eventsget_pod_logs+5 | 8 | 2026-07-28+ | 58/100 | D |
| 15 | controlplane-mcp-server upbound/controlplane-mcp-server get_pod_eventsget_pod_logs | 2 | <=2025-11-25 | 57/100 | D |
| 16 | k8s-mcp-server reza-gholizade/k8s-mcp-server createOrUpdateResourceJSONcreateOrUpdateResourceYAMLdeleteResource+19 | 22 | 2026-07-28+ | 57/100 | D |
| 17 | kubernetes-mcp kkb0318/kubernetes-mcp describe_resourcelist_contextslist_events+1 | 4 | 2026-07-28+ | 57/100 | D |
| 18 | mcp-cluster-api linode/mcp-cluster-api check_upgrade_eligibilityget_clusterget_cluster_kubeconfig+5 | 8 | <=2025-11-25 | 57/100 | D |
| 19 | mcp-servers michael-trullion/mcp-servers add_widget_to_dashboardcreate_dashboardcreate_query+26 | 29 | 2026-07-28+ | 57/100 | D |
| 20 | nmcp nwrx/nmcp createServerdeleteServergetServerByName+2 | 5 | <=2025-11-25 | 57/100 | D |
| 21 | teleskopio teleskopio/teleskopio api_resourcesclusterslist_resources | 3 | 2025-06-18+ | 57/100 | D |
| 22 | troubleshoot-mcp-server chris-sanders/troubleshoot-mcp-server grep_filesinitialize_bundlekubectl+3 | 6 | <=2025-11-25 | 57/100 | D |
| 23 | harvester-mcp-server starbops/harvester-mcp-server delete_podget_crdget_deployment+18 | 21 | <=2025-11-25 | 56/100 | D |
| 24 | k8s-pilot bourbonkk/k8s-pilot configmap_createconfigmap_deleteconfigmap_get+5 | 8 | 2026-07-28+ | 56/100 | D |
| 25 | kubeshark kubeshark/kubeshark check_kubeshark_statusdownload_fileget_api_call+6 | 9 | 2026-07-28+ | 56/100 | D |
| 26 | mcp-devops-server iswnischay/mcp-devops-server get_cluster_statusget_hpa_statusget_pod_logs+3 | 6 | 2026-07-28+ | 56/100 | D |
| 27 | mcp-eclipse-mat anderruiz/mcp-eclipse-mat analyze_heap_dumpdownload_heap_dumpget_report_summary+3 | 6 | 2026-07-28+ | 56/100 | D |
| 28 | gke-mcp GoogleCloudPlatform/gke-mcp apply_k8s_manifestcancel_operationcheck_k8s_auth+25 | 28 | 2025-06-18+ | 55/100 | D |
| 29 | k8s-mcp-server briankscheong/k8s-mcp-server get_configmapget_deploymentget_node+5 | 8 | 2026-07-28+ | 55/100 | D |
| 30 | kube-mcp thekaranpargaie/kube-mcp describe-configmapdescribe-deploymentdescribe-node+22 | 25 | 2026-07-28+ | 55/100 | D |
| 31 | mcp-openshift-installer-checker Hadar301/mcp-openshift-installer-checker check_feasibilityfetch_repo_contentscan_cluster | 3 | <=2025-11-25 | 55/100 | D |
| 32 | vpp-mcp aritrbas/vpp-mcp clustergobgplist+1 | 4 | 2026-07-28+ | 55/100 | D |
| 33 | AgentK-MCP viniolimpio3/AgentK-MCP aplicar_yaml_no_clusterdeletar_recurso_kubernetesextrair_yamls_todos_recursos_cluster+2 | 5 | <=2025-11-25 | 54/100 | D |
| 34 | Azure-MCP-Server nomadicmehul/Azure-MCP-Server get_aks_cluster_detailsget_key_vault_detailsget_storage_account_details+9 | 12 | <=2025-11-25 | 54/100 | D |
| 35 | k8s-mcp-server akkireddy-challa/k8s-mcp-server get_cluster_nodesget_pod_diagnosticsget_pod_logs+2 | 5 | <=2025-11-25 | 54/100 | D |
| 36 | koffee cola-io/koffee apply_resourcedelete_resourceget_api_resources+9 | 12 | 2025-06-18+ | 54/100 | D |
| 37 | kube-mcp-server idebeijer/kube-mcp-server count_podskubectl_annotatekubectl_apply+7 | 10 | <=2025-11-25 | 54/100 | D |
| 38 | kubeview-mcp mikhae1/kubeview-mcp argoargo_cron_listargo_get+15 | 18 | 2026-07-28+ | 54/100 | D |
| 39 | mcp-proxmox bsahane/mcp-proxmox proxmox-get-all-cluster-statusproxmox-list-all-clustersproxmox-list-all-nodes-from-all-clusters+12 | 15 | <=2025-11-25 | 54/100 | D |
| 40 | nfreconfig-mcp-server bactp/nfreconfig-mcp-server argocd_sync_appcluster_scan_topologyecho+2 | 5 | 2025-06-18+ | 54/100 | D |
| 41 | st-k8s bhf/st-k8s get_pod_logslist_configmapslist_contexts+18 | 21 | 2026-07-28+ | 54/100 | D |
| 42 | container-manager-mcp Knuckles-Team/container-manager-mcp cm_image_operationscm_info_operationscm_list_hosts+4 | 7 | <=2025-11-25 | 53/100 | D |
| 43 | k8s-mcp olaekdahl/k8s-mcp apply_manifestgen_manifest_with_gptlist_kube_targets+2 | 5 | 2026-07-28+ | 53/100 | D |
| 44 | k8s-mcp-server HomayoonAlimohammadi/k8s-mcp-server getResourcelistResources | 2 | <=2025-11-25 | 53/100 | D |
| 45 | kubectl-debug-queries yaacov/kubectl-debug-queries debug_helpdebug_read | 2 | <=2025-11-25 | 53/100 | D |
| 46 | kubernetes-mcp-server-python techmaharaj/kubernetes-mcp-server-python create_poddelete_podget_cluster_info+1 | 4 | 2026-07-28+ | 53/100 | D |
| 47 | mcp-console-automation ooples/mcp-console-automation console_cancel_jobconsole_cleanup_sessionsconsole_clear_output+27 | 30 | <=2025-11-25 | 53/100 | D |
| 48 | mcp-k8s-go strowk/mcp-k8s-go apply-k8s-resourceexec-k8s-pod-commandget-k8s-pod-logs+6 | 9 | 2025-06-18+ | 53/100 | D |
| 49 | mcpmanager akramIOT/mcpmanager add_trusted_caconfigure_clientdiscover_clients+11 | 14 | <=2025-11-25 | 53/100 | D |
| 50 | mkp StacklokLabs/mkp apply_resourcedelete_resourceget_resource+2 | 5 | 2026-07-28+ | 53/100 | D |