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16 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 |
| streamshub-mcp streamshub/streamshub-mcp assess_kafka_cluster_upgrade_readinessdiagnose_kafka_clusterdiagnose_kafka_cluster_connectivity+7 |
| 10 |
| 2026-07-28+ |
| 68/100 |
| C |
| 3 | hpc-mcp converged-computing/hpc-mcp database_createdatabase_insertdatabase_list_schemas+19 | 22 | 2026-07-28+ | 60/100 | C |
| 4 | mcp-servers michael-trullion/mcp-servers add_widget_to_dashboardcreate_dashboardcreate_query+26 | 29 | 2026-07-28+ | 57/100 | D |
| 5 | AgentQuant nlpquant/AgentQuant code_executortask_registeryh_query_save | 3 | <=2025-11-25 | 52/100 | D |
| 6 | beam-mcp-server souravch/beam-mcp-server beam-wordcountcancel_jobcreate_job+9 | 12 | <=2025-11-25 | 50/100 | D |
| 7 | 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 |
| 8 | mcp-database bearslyricattack/mcp-database create_databasedelete_database_clusterget_database_clusters | 3 | 2026-07-28+ | 50/100 | D |
| 9 | strimzi-mcp-server see-quick/strimzi-mcp-server approve_rebalancecreate_connectorcreate_mirrormaker2+4 | 7 | 2026-07-28+ | 50/100 | D |
| 10 | co2-shopping-assistant prabhakaran-jm/co2-shopping-assistant add_to_cartcalculate_co2_impactcheckout+6 | 9 | <=2025-11-25 | 46/100 | F |
| 11 | mcp-server-rhoai-workbenches ada333/mcp-server-rhoai-workbenches CreateCustomImageCreateHardwareProfileCreatePVC+15 | 18 | 2026-07-28+ | 46/100 | F |
| 12 | kubeflow-mcp abhijeet-dhumal/kubeflow-mcp adapt_training_scriptanalyze_training_failurebuild_runtime_spec+30 | 33 | 2026-07-28+ | 44/100 | F |
| 13 | meridian meridian-io/meridian AddCatalogToolCreateClusterToolDeleteClusterTool+16 | 19 | 2026-07-28+ | 31/100 | F |
| 14 | gfs Guepard-Corp/gfs checkoutcommitcompute+4 | 7 | 2026-07-28+ | 23/100 | F |
| 15 | k8s-mcp-server surukanti/k8s-mcp-server | 0 | 2026-07-28+ | 17/100 | F |
| 16 | vast-admin-mcp vast-data/vast-admin-mcp create_clonecreate_quotacreate_snapshot+13 | 16 | 2025-06-18+ | 15/100 | F |