Loading ToolBench
271 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | klaus-operator giantswarm/klaus-operator create_instancedelete_instanceget_instance+11 | 14 | 2026-07-28+ | 84 |
| A |
| 2 | mcp-everything 4eyedengineer/mcp-everything call_toolcontinue_generationgenerate_mcp_server+6 | 9 | 2026-07-28+ | 82/100 | A |
| 3 | rhoai-mcp opendatahub-io/rhoai-mcp cluster_summarycreate_s3_data_connectiondelete_data_connection+11 | 14 | 2026-07-28+ | 74/100 | B |
| 4 | mcp-rs n-takatsu/mcp-rs cancel_pending_switchconfigure_switch_policyget_current_active_engine+6 | 9 | 2026-07-28+ | 72/100 | B |
| 5 | openapi-k8s-mcp-server waabox/openapi-k8s-mcp-server get_operation_detailsget_operationsinvoke_endpoint+1 | 4 | 2026-07-28+ | 71/100 | B |
| 6 | kubefwd txn2/kubefwd add_namespaceadd_servicediagnose_errors+20 | 23 | 2026-07-28+ | 70/100 | B |
| 7 | subm-mcp-server vthapar/subm-mcp-server create_serviceexportdelete_serviceexportget_resource+5 | 8 | 2026-07-28+ | 70/100 | B |
| 8 | bridge-mcp muchiny/bridge-mcp mcp_call_toolmcp_describe_toolmcp_list_tool_groups+1 | 4 | <=2025-11-25 | 69/100 | C |
| 9 | mcp-giantswarm-apps giantswarm/mcp-giantswarm-apps app_createapp_deleteapp_get+13 | 16 | 2026-07-28+ | 69/100 | C |
| 10 | mcp-ssh-bridge muchiny/mcp-ssh-bridge mcp_call_toolmcp_describe_toolmcp_list_tool_groups+1 | 4 | <=2025-11-25 | 69/100 | C |
| 11 | k8s-ariadne-rs REASY/k8s-ariadne-rs graph_healthgraph_querygraph_schema | 3 | <=2025-11-25 | 68/100 | C |
| 12 | kube-lint-mcp sophotechlabs/kube-lint-mcp argocd_app_diffargocd_app_getargocd_app_list+9 | 12 | 2026-07-28+ | 68/100 | C |
| 13 | mcp-gateway microsoft/mcp-gateway builtin_bashbuiltin_read_filebuiltin_write_file | 3 | 2026-07-28+ | 68/100 | C |
| 14 | mcp-server-kubernetes Flux159/mcp-server-kubernetes cleanupexec_in_podexplain_resource+20 | 23 | 2026-07-28+ | 68/100 | C |
| 15 | mock-fleet letsrokk/mock-fleet count_requestscreate_stubdelete_body_file+29 | 32 | 2025-06-18+ | 68/100 | C |
| 16 | streamshub-mcp streamshub/streamshub-mcp assess_kafka_cluster_upgrade_readinessdiagnose_kafka_clusterdiagnose_kafka_cluster_connectivity+7 | 10 | 2026-07-28+ | 68/100 | C |
| 17 | infrabroker luisgf/infrabroker k8s_applyk8s_deletek8s_get+10 | 13 | 2025-06-18+ | 67/100 | C |
| 18 | kubernetes-mcp achetronic/kubernetes-mcp apply_manifestdiff_manifestexec_command+9 | 12 | 2026-07-28+ | 67/100 | C |
| 19 | mcp-kubernetes giantswarm/mcp-kubernetes api_resourcesapplycan_i+21 | 24 | 2026-07-28+ | 67/100 | C |
| 20 | VMware-VKS vmware-skills/VMware-VKS check_vks_compatibilitycreate_namespacecreate_tkc_cluster+20 | 23 | <=2025-11-25 | 66/100 | C |
| 21 | mcp-ephemeral-k8s BobMerkus/mcp-ephemeral-k8s create_mcp_serverdelete_mcp_serverget_mcp_server_status+4 | 7 | 2026-07-28+ | 66/100 | C |
| 22 | mcp-k8s silenceper/mcp-k8s add_helm_repocreate_resourcedelete_resource+13 | 16 | 2025-06-18+ | 66/100 | C |
| 23 | mcp-percona-pg dockndevai/mcp-percona-pg create_backupdelete_backupdelete_cluster+17 | 20 | 2026-07-28+ | 65/100 | C |
| 24 | registry modelcontextprotocol/registry get-server-versionget-server-versionslist-servers | 3 | 2026-07-28+ | 65/100 | C |
| 25 | mcp-workshop komodorio/mcp-workshop base64kubectl | 2 | <=2025-11-25 | 64/100 | C |
| 26 | kubernetes-readonly-mcp vijaykodam/kubernetes-readonly-mcp get_pod_logslist_deploymentslist_pods+1 | 4 | 2026-07-28+ | 63/100 | C |
| 27 | mcp-kubernetes dockndevai/mcp-kubernetes apply_manifestcreate_namespacedelete_resource+14 | 17 | 2026-07-28+ | 63/100 | C |
| 28 | mcp-sandboxd jeliasson/mcp-sandboxd delete_sandboxrestart_sandboxrun_sandbox | 3 | 2025-06-18+ | 63/100 | C |
| 29 | mcp-cyclops cyclops-ui/mcp-cyclops create_modulecreate_module_manifestget_module+6 | 9 | <=2025-11-25 | 62/100 | C |
| 30 | mcp-toolbox no0ktheali3n/mcp-toolbox get_alertsget_forecastget_node_status+3 | 6 | <=2025-11-25 | 62/100 | C |
| 31 | tempo-mcp-gateway andreasgerstmayr/tempo-mcp-gateway list-instances | 1 | <=2025-11-25 | 62/100 | C |
| 32 | ClaudeScale kratosvil/ClaudeScale claudescale_generate_reportclaudescale_get_current_stateclaudescale_get_metrics+1 | 4 | 2026-07-28+ | 61/100 | C |
| 33 | mpak NimbleBrainInc/mpak getServergetServerVersionlistServerVersions+2 | 5 | 2026-07-28+ | 61/100 | C |
| 34 | yams Juniper/yams add_context_to_sessionanalyze_pod_logsdescribe_pod+11 | 14 | <=2025-11-25 | 61/100 | C |
| 35 | DevOpsMCP-Server JH-A-Kim/DevOpsMCP-Server basic_greeting_testcheck_port_listeningcheck_process_running+6 | 9 | 2026-07-28+ | 60/100 | C |
| 36 | agentregistry-inventory den-vasyliev/agentregistry-inventory analyze_agent_dependenciescreate_catalogdelete_catalog+14 | 17 | 2026-07-28+ | 60/100 | C |
| 37 | clov-ai alexandephilia/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 60/100 | C |
| 38 | forge initializ/forge browser_clickbrowser_extractbrowser_fill+7 | 10 | 2026-07-28+ | 60/100 | C |
| 39 | hpc-mcp converged-computing/hpc-mcp database_createdatabase_insertdatabase_list_schemas+19 | 22 | 2026-07-28+ | 60/100 | C |
| 40 | kube-mcp Abinesh0206/kube-mcp cleanupcluster_infoexec_in_pod+20 | 23 | 2026-07-28+ | 60/100 | C |
| 41 | linkerd-mcp christianhuening/linkerd-mcp analyze_connectivityanalyze_traffic_flowcheck_mesh_health+6 | 9 | 2026-07-28+ | 60/100 | C |
| 42 | mcpServer-holmesgpt mumong/mcpServer-holmesgpt TodoWritefetch_webpagehelm_install+8 | 11 | <=2025-11-25 | 60/100 | C |
| 43 | ovn-kubernetes-mcp ovn-kubernetes/ovn-kubernetes-mcp get-conntrackget-ipget-iptables+25 | 28 | 2026-07-28+ | 60/100 | C |
| 44 | Chaosmesh-MCP RadiumGu/Chaosmesh-MCP container_killdelete_experimenthealth_check+11 | 14 | <=2025-11-25 | 59/100 | D |
| 45 | K8s-AIops AIops-tools/K8s-AIops collect_pod_rowscollect_workload_rowscordon_node+8 | 11 | <=2025-11-25 | 59/100 | D |
| 46 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 47 | mcp-rancher-multi gorizond/mcp-rancher-multi k8s_namespaces_listk8s_rawrancher_cluster_get+9 | 12 | 2026-07-28+ | 59/100 | D |
| 48 | VMware-AVI vmware-skills/VMware-AVI ako_amko_statusako_clustersako_config_diff+25 | 28 | <=2025-11-25 | 58/100 | D |
| 49 | kops kaka-milan-22/kops k8s_describek8s_eventsk8s_get+3 | 6 | 2026-07-28+ | 58/100 | D |
| 50 | logsift fulminate-io/logsift list_sourcesreducesearch | 3 | 2026-07-28+ | 58/100 | D |