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35 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 |
| bridge-mcp muchiny/bridge-mcp mcp_call_toolmcp_describe_toolmcp_list_tool_groups+1 |
| 4 |
| <=2025-11-25 |
| 69/100 |
| C |
| 3 | streamshub-mcp streamshub/streamshub-mcp assess_kafka_cluster_upgrade_readinessdiagnose_kafka_clusterdiagnose_kafka_cluster_connectivity+7 | 10 | 2026-07-28+ | 68/100 | C |
| 4 | infrabroker luisgf/infrabroker k8s_applyk8s_deletek8s_get+10 | 13 | 2025-06-18+ | 67/100 | C |
| 5 | hpc-mcp converged-computing/hpc-mcp database_createdatabase_insertdatabase_list_schemas+19 | 22 | 2026-07-28+ | 60/100 | C |
| 6 | cybersec-toolkit 26zl/cybersec-toolkit audit_serverbuild_guided_plancheck_installed+12 | 15 | 2026-07-28+ | 58/100 | D |
| 7 | mcp-servers michael-trullion/mcp-servers add_widget_to_dashboardcreate_dashboardcreate_query+26 | 29 | 2026-07-28+ | 57/100 | D |
| 8 | AgentQuant nlpquant/AgentQuant code_executortask_registeryh_query_save | 3 | <=2025-11-25 | 52/100 | D |
| 9 | MCP-Server MADARAKZ/MCP-Server opa_apply_policyopa_delete_policyopa_get_violations+3 | 6 | 2026-07-28+ | 51/100 | D |
| 10 | beam-mcp-server souravch/beam-mcp-server beam-wordcountcancel_jobcreate_job+9 | 12 | <=2025-11-25 | 50/100 | D |
| 11 | 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 |
| 12 | mcp-database bearslyricattack/mcp-database create_databasedelete_database_clusterget_database_clusters | 3 | 2026-07-28+ | 50/100 | D |
| 13 | strimzi-mcp-server see-quick/strimzi-mcp-server approve_rebalancecreate_connectorcreate_mirrormaker2+4 | 7 | 2026-07-28+ | 50/100 | D |
| 14 | aegis-mcp raghulvj01/aegis-mcp aws_check_s3_public_accessaws_list_ec2_instancescicd_pipeline_status+18 | 21 | <=2025-11-25 | 49/100 | F |
| 15 | kubescape-mcp-server slashben/kubescape-mcp-server list_vulnerabilities_in_manifestlist_vulnerability_manifestslist_vulnerability_matches_for_cve | 3 | 2026-07-28+ | 48/100 | F |
| 16 | sark apathy-ca/sark invoke_toollist_serverslist_tools+1 | 4 | 2026-07-28+ | 48/100 | F |
| 17 | drd-vpc-agent DrDroidLab/drd-vpc-agent debug_taskfetch_connector_connections_testsfetch_playbook_execution_tasks+3 | 6 | 2026-07-28+ | 46/100 | F |
| 18 | mcp-server-rhoai-workbenches ada333/mcp-server-rhoai-workbenches CreateCustomImageCreateHardwareProfileCreatePVC+15 | 18 | 2026-07-28+ | 46/100 | F |
| 19 | kubeflow-mcp abhijeet-dhumal/kubeflow-mcp adapt_training_scriptanalyze_training_failurebuild_runtime_spec+30 | 33 | 2026-07-28+ | 44/100 | F |
| 20 | mcp-server mushkan-k/mcp-server tool_k8s_fetch_deploymentstool_k8s_fetch_pod_logstool_k8s_fetch_pods+10 | 13 | 2026-07-28+ | 43/100 | F |
| 21 | ARIES Chieko-Seren/ARIES executeShellfetchServerfetchServerStatus+5 | 8 | 2026-07-28+ | 32/100 | F |
| 22 | meridian meridian-io/meridian AddCatalogToolCreateClusterToolDeleteClusterTool+16 | 19 | 2026-07-28+ | 31/100 | F |
| 23 | roma binrchq/roma AddResourceAddSpaceMemberAddToBlacklist+48 | 51 | <=2025-11-25 | 29/100 | F |
| 24 | gfs Guepard-Corp/gfs checkoutcommitcompute+4 | 7 | 2026-07-28+ | 23/100 | F |
| 25 | cortex cortex-io/cortex | 0 | 2026-07-28+ | 19/100 | F |
| 26 | genpark-kubernetes-gitops-manifest-drift-reconciliation-skill alphaparkinc/genpark-kubernetes-gitops-manifest-drift-reconciliation-skill execute_skill_action | 1 | 2026-07-28+ | 19/100 | F |
| 27 | k8s-mcp-server surukanti/k8s-mcp-server | 0 | 2026-07-28+ | 17/100 | F |
| 28 | kyverno-mcp nirmata/kyverno-mcp apply_policieshelplist_contexts+2 | 5 | <=2025-11-25 | 16/100 | F |
| 29 | vast-admin-mcp vast-data/vast-admin-mcp create_clonecreate_quotacreate_snapshot+13 | 16 | 2025-06-18+ | 15/100 | F |
| 30 | openai-copilot feiskyer/openai-copilot kubectlpythonsearch+1 | 4 | 2026-07-28+ | 11/100 | F |
| 31 | linkerd2-mcp eli-nomasec/linkerd2-mcp ApplyAuthorizationPolicyGetMeshGraph | 2 | 2026-07-28+ | 10/100 | F |
| 32 | kyverno-mcp-server Fulcria-Labs/kyverno-mcp-server get_policyget_policy_violationslist_policies+1 | 4 | <=2025-11-25 | 9/100 | F |
| 33 | diagnostic-slackbot nikogura/diagnostic-slackbot cloudwatch_alarms_historycloudwatch_alarms_listcloudwatch_logs_get_events+40 | 43 | 2026-07-28+ | 0/100 | F |
| 34 | draugr draugr-dev/draugr get_saga_schemalist_controlssummarize_report+1 | 4 | 2026-07-28+ | 0/100 | F |
| 35 | stratos-mcp h4cd0c/stratos-mcp azure_enumerate_resource_groupsazure_enumerate_subscriptionsazure_help+2 | 5 | <=2025-11-25 | 0/100 | F |