Loading ToolBench
481 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | klaus-operator giantswarm/klaus-operator create_instance |
| 14 |
| 2026-07-28+ |
| 84/100 |
| 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 | codeclone orenlab/codeclone analyze_changed_pathsanalyze_repositorycheck_patch_contract+18 | 21 | 2026-07-28+ | 73/100 | B |
| 5 | flyto-indexer flytohub/flyto-indexer auditbatch_impact_analysischeck_and_reindex+11 | 14 | 2026-07-28+ | 73/100 | B |
| 6 | mcp-rs n-takatsu/mcp-rs cancel_pending_switchconfigure_switch_policyget_current_active_engine+6 | 9 | 2026-07-28+ | 72/100 | B |
| 7 | Medium-Agent N1KH1LT0X1N/Medium-Agent medium_batchmedium_castmedium_export+4 | 7 | 2026-07-28+ | 71/100 | B |
| 8 | agent-security-scanner-mcp sinewaveai/agent-security-scanner-mcp check_packageclawproof_healthevaluate_compliance+19 | 22 | 2026-07-28+ | 71/100 | B |
| 9 | openapi-k8s-mcp-server waabox/openapi-k8s-mcp-server get_operation_detailsget_operationsinvoke_endpoint+1 | 4 | 2026-07-28+ | 71/100 | B |
| 10 | fleetpkg-mcp andrewkroh/fleetpkg-mcp fleetpkg_execute_sql_queryfleetpkg_get_sql_tablesfleetpkg_match_ecs_fields+4 | 7 | 2026-07-28+ | 70/100 | B |
| 11 | kubefwd txn2/kubefwd add_namespaceadd_servicediagnose_errors+20 | 23 | 2026-07-28+ | 70/100 | B |
| 12 | subm-mcp-server vthapar/subm-mcp-server create_serviceexportdelete_serviceexportget_resource+5 | 8 | 2026-07-28+ | 70/100 | B |
| 13 | bridge-mcp muchiny/bridge-mcp mcp_call_toolmcp_describe_toolmcp_list_tool_groups+1 | 4 | <=2025-11-25 | 69/100 | C |
| 14 | dvalincode arthurpanhku/dvalincode dvalin_begin_verificationdvalin_get_evidencedvalin_get_finding+6 | 9 | 2025-06-18+ | 69/100 | C |
| 15 | mcp-giantswarm-apps giantswarm/mcp-giantswarm-apps app_createapp_deleteapp_get+13 | 16 | 2026-07-28+ | 69/100 | C |
| 16 | mcp-ssh-bridge muchiny/mcp-ssh-bridge mcp_call_toolmcp_describe_toolmcp_list_tool_groups+1 | 4 | <=2025-11-25 | 69/100 | C |
| 17 | plydb kineticloom/plydb get_semantic_contextquery | 2 | 2025-06-18+ | 69/100 | C |
| 18 | excalidraw-architect-mcp BV-Venky/excalidraw-architect-mcp create_diagramexport_diagramget_diagram_info+23 | 26 | 2026-07-28+ | 68/100 | C |
| 19 | guardrail tpdox/guardrail guardrail_checksguardrail_model_contextguardrail_review+2 | 5 | 2026-07-28+ | 68/100 | C |
| 20 | imessage-mcp wyattjoh/imessage-mcp get_chatsget_handlesget_messages_from_chat+3 | 6 | 2026-07-28+ | 68/100 | C |
| 21 | juglans juglans-ai/juglans edit_fileread_filewrite_file | 3 | <=2025-11-25 | 68/100 | C |
| 22 | k8s-ariadne-rs REASY/k8s-ariadne-rs graph_healthgraph_querygraph_schema | 3 | <=2025-11-25 | 68/100 | C |
| 23 | kube-lint-mcp sophotechlabs/kube-lint-mcp argocd_app_diffargocd_app_getargocd_app_list+9 | 12 | 2026-07-28+ | 68/100 | C |
| 24 | mcp-gateway microsoft/mcp-gateway builtin_bashbuiltin_read_filebuiltin_write_file | 3 | 2026-07-28+ | 68/100 | C |
| 25 | mcp-server sunilkumar1996/mcp-server download_mediaget_chatget_contact_chats+9 | 12 | 2026-07-28+ | 68/100 | C |
| 26 | mcp-server-kubernetes Flux159/mcp-server-kubernetes cleanupexec_in_podexplain_resource+20 | 23 | 2026-07-28+ | 68/100 | C |
| 27 | mock-fleet letsrokk/mock-fleet count_requestscreate_stubdelete_body_file+29 | 32 | 2025-06-18+ | 68/100 | C |
| 28 | streamshub-mcp streamshub/streamshub-mcp assess_kafka_cluster_upgrade_readinessdiagnose_kafka_clusterdiagnose_kafka_cluster_connectivity+7 | 10 | 2026-07-28+ | 68/100 | C |
| 29 | infrabroker luisgf/infrabroker k8s_applyk8s_deletek8s_get+10 | 13 | 2025-06-18+ | 67/100 | C |
| 30 | kubernetes-mcp achetronic/kubernetes-mcp apply_manifestdiff_manifestexec_command+9 | 12 | 2026-07-28+ | 67/100 | C |
| 31 | mcp-kubernetes giantswarm/mcp-kubernetes api_resourcesapplycan_i+21 | 24 | 2026-07-28+ | 67/100 | C |
| 32 | VMware-VKS vmware-skills/VMware-VKS check_vks_compatibilitycreate_namespacecreate_tkc_cluster+20 | 23 | <=2025-11-25 | 66/100 | C |
| 33 | fluxmail churichard/fluxmail create_draftdelete_draftdownload_attachment+12 | 15 | <=2025-11-25 | 66/100 | C |
| 34 | gptadmin_opensource megamen32/gptadmin_opensource access_clientsoperations | 2 | 2026-07-28+ | 66/100 | C |
| 35 | lgh JoeGlenn1213/lgh lgh_actiond_logslgh_addlgh_clone+10 | 13 | <=2025-11-25 | 66/100 | C |
| 36 | mcp-ephemeral-k8s BobMerkus/mcp-ephemeral-k8s create_mcp_serverdelete_mcp_serverget_mcp_server_status+4 | 7 | 2026-07-28+ | 66/100 | C |
| 37 | mcp-k8s silenceper/mcp-k8s add_helm_repocreate_resourcedelete_resource+13 | 16 | 2025-06-18+ | 66/100 | C |
| 38 | remote-terminal TiM00R/remote-terminal build_script_from_commandscancel_commandcheck_command_status+10 | 13 | <=2025-11-25 | 66/100 | C |
| 39 | sync-worktrees yordan-kanchelov/sync-worktrees create_worktreedetect_contextget_worktree_status+6 | 9 | 2025-06-18+ | 66/100 | C |
| 40 | mcp arm/mcp check_imageknowledge_base_searchmca+2 | 5 | 2026-07-28+ | 65/100 | C |
| 41 | mcp-percona-pg dockndevai/mcp-percona-pg create_backupdelete_backupdelete_cluster+17 | 20 | 2026-07-28+ | 65/100 | C |
| 42 | parse-dmarc dmarcguardhq/parse-dmarc get_dkim_statsget_domain_statsget_org_stats+6 | 9 | <=2025-11-25 | 65/100 | C |
| 43 | rmcp-mailer AlvinHon/rmcp-mailer add_email_recordadd_eventadd_event_attendee+26 | 29 | <=2025-11-25 | 65/100 | C |
| 44 | ai-agent-orchestrator MentalVibez/ai-agent-orchestrator cancel_runcode_searchdirectory_list+8 | 11 | 2026-07-28+ | 64/100 | C |
| 45 | alphafold-sovereign-mcp smaniches/alphafold-sovereign-mcp export_research_datasetfind_drug_gene_networkget_knowledge_graph_stats+2 | 5 | <=2025-11-25 | 64/100 | C |
| 46 | mcp-compose phildougherty/mcp-compose server_listserver_logsserver_restart+12 | 15 | <=2025-11-25 | 64/100 | C |
| 47 | mcp-workshop komodorio/mcp-workshop base64kubectl | 2 | <=2025-11-25 | 64/100 | C |
| 48 | whatsapp-mcp-secure miclivne/whatsapp-mcp-secure download_mediaget_chatget_contact_chats+6 | 9 | 2026-07-28+ | 64/100 | C |
| 49 | holoviz-mcp marcskovmadsen/holoviz-mcp gethvplot_gethvplot_list+12 | 15 | <=2025-11-25 | 63/100 | C |
| 50 | kubernetes-readonly-mcp vijaykodam/kubernetes-readonly-mcp get_pod_logslist_deploymentslist_pods+1 | 4 | 2026-07-28+ | 63/100 | C |