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87 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | ferrumdeck sattyamjjain/ferrumdeck get_test_resultsgit_addgit_branch+10 | 13 | 2026-07-28+ | 49/100 | F |
| 2 | CloudBase-MCP |
| 5 |
| 2025-06-18+ |
| 48/100 |
| F |
| 3 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 4 | mqtt_uns_viewer slalaure/mqtt_uns_viewer add_semantic_tagscreate_alertcreate_mapper+25 | 28 | 2026-07-28+ | 48/100 | F |
| 5 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 6 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 7 | sark apathy-ca/sark invoke_toollist_serverslist_tools+1 | 4 | 2026-07-28+ | 48/100 | F |
| 8 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 9 | MCP-Servers-for-Full-Stack-Development iamqasimali/MCP-Servers-for-Full-Stack-Development check_portsdocker_composedocker_exec+25 | 28 | 2026-07-28+ | 47/100 | F |
| 10 | claude-mcp-setup souravs72/claude-mcp-setup add_tasks_to_goalclear_cachecreate_directory+28 | 31 | <=2025-11-25 | 47/100 | F |
| 11 | vmware-vcenter-mcp uldyssian-sh/vmware-vcenter-mcp create_clustercreate_datacentercreate_vm+3 | 6 | <=2025-11-25 | 47/100 | F |
| 12 | borgos vizi2000/borgos analyze_codedelete_filedeploy_project+11 | 14 | <=2025-11-25 | 46/100 | F |
| 13 | drd-vpc-agent DrDroidLab/drd-vpc-agent debug_taskfetch_connector_connections_testsfetch_playbook_execution_tasks+3 | 6 | 2026-07-28+ | 46/100 | F |
| 14 | flux-mcp-server converged-computing/flux-mcp-server find_failed_jobsingest_flux_eventquery_job_history | 3 | <=2025-11-25 | 46/100 | F |
| 15 | mcp_server_awaberry awaberry/mcp_server_awaberry connect_to_deviceexecute_database_command_postgresexecute_terminal_command | 3 | 2025-06-18+ | 46/100 | F |
| 16 | rails-pg-extras-mcp pawurb/rails-pg-extras-mcp bloatcache_hitcalls+23 | 26 | <=2025-11-25 | 46/100 | F |
| 17 | source-code AgentCTL-dev/source-code ackagent.getagent.list+17 | 20 | 2026-07-28+ | 46/100 | F |
| 18 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 19 | gomcp syntrex-lab/gomcp accept_synapseadd_factadd_gene+32 | 35 | 2026-07-28+ | 45/100 | F |
| 20 | mcp-ecosystem-platform turtir-ai/mcp-ecosystem-platform diagnose_system_issueget_system_healthrestart_mcp_server | 3 | <=2025-11-25 | 45/100 | F |
| 21 | mcp-servers thejasmeetsingh/mcp-servers Add EventAddress GeocodingDelete Event+13 | 16 | <=2025-11-25 | 45/100 | F |
| 22 | secure-mcp-gateway datacline/secure-mcp-gateway list-tools | 1 | 2026-07-28+ | 45/100 | F |
| 23 | k8m weibaohui/k8m save_k8s_yaml_template | 1 | <=2025-11-25 | 44/100 | F |
| 24 | machineuse dotcommoners/machineuse authenticate_instance_keycreate_instancedelete_instance+9 | 12 | 2026-07-28+ | 44/100 | F |
| 25 | oauth2-authorization-server musabbozkurt/oauth2-authorization-server generateScriptsmigrateweather | 3 | 2026-07-28+ | 44/100 | F |
| 26 | obot obot-platform/obot ApplyToolOverridesConvertToolsGenerateVMCPComponentToolPreviewsOAuthURL+2 | 5 | 2026-07-28+ | 44/100 | F |
| 27 | vigilops LinChuang2008/vigilops get_servers_health | 1 | 2026-07-28+ | 44/100 | F |
| 28 | InfraGenius aryasoni98/InfraGenius analyze_logscheck_cluster_healthdescribe_resource+9 | 12 | 2026-07-28+ | 43/100 | F |
| 29 | MCPForge-Backend YoubetDao/MCPForge-Backend createMcpServerdeleteMcpServergetMcpServerByName+1 | 4 | 2026-07-28+ | 43/100 | F |
| 30 | context-builder DrDroidLab/context-builder checkdetectinit+2 | 5 | 2026-07-28+ | 43/100 | F |
| 31 | mcpulse sirrobot01/mcpulse GetAnomaliesGetErrorsGetServer+9 | 12 | 2026-07-28+ | 43/100 | F |
| 32 | remote-mcp-server-with-ui-template Donovan-Ye/remote-mcp-server-with-ui-template getLogsgetLogsWithoutParamsgreet+1 | 4 | <=2025-11-25 | 43/100 | F |
| 33 | agent-breadcrumbs ejcho623/agent-breadcrumbs log_work | 1 | 2025-06-18+ | 42/100 | F |
| 34 | tollbooth-dpyc lonniev/tollbooth-dpyc approve_adoptioncertify_creditscheck_authority_approval+16 | 19 | 2026-07-28+ | 42/100 | F |
| 35 | ContextEngine FASTPROD/ContextEngine activateactivation_statusagent_cost+19 | 22 | 2026-07-28+ | 41/100 | F |
| 36 | bansho Microck/bansho delete_customerlist_customers | 2 | 2026-07-28+ | 41/100 | F |
| 37 | deepsql DeepSQLAI/deepsql analyze_connection_patternsanalyze_query_patternsanalyze_query_plans+22 | 25 | 2026-07-28+ | 41/100 | F |
| 38 | aran-mcp adhit-r/aran-mcp BehavioralAnalyzer.AnalyzeAgentBehaviorCredentialScanner.ScanTextDetectionPipeline.AnalyzeResponse+4 | 7 | <=2025-11-25 | 40/100 | F |
| 39 | mcp-hangar mcp-hangar/mcp-hangar | 0 | 2025-06-18+ | 40/100 | F |
| 40 | portoser nonagenticai/portoser createMCPTooldeleteMCPToolgetMCPTools+1 | 4 | 2026-07-28+ | 40/100 | F |
| 41 | Kerdos-Infrasoft Kerdos-Infrasoft-Private-Limited/Kerdos-Infrasoft GET /api/infrastructure/metricsGET /api/model/metricsGET /api/models/:name+8 | 11 | <=2025-11-25 | 39/100 | F |
| 42 | mcpx rogueagi/mcpx backupcreate-itemcreate-pr+10 | 13 | <=2025-11-25 | 39/100 | F |
| 43 | bengaluru-infra-aiagent akshayaparida/bengaluru-infra-aiagent classify.reportcreate.reportgenerate.email+9 | 12 | 2026-07-28+ | 38/100 | F |
| 44 | mcp-server-manager mfatihp/mcp-server-manager check_listcontrol_mcp_servercreate_mcp_server+2 | 5 | 2026-07-28+ | 38/100 | F |
| 45 | mcp_server_project sdirishguy/mcp_server_project execute_shell_command_toolfile_system_create_directory_toolfile_system_list_directory_tool+4 | 7 | <=2025-11-25 | 38/100 | F |
| 46 | Terraflux itisaby/Terraflux apply_infrastructureplan_infrastructure | 2 | <=2025-11-25 | 37/100 | F |
| 47 | observability-hub victoriacheng15/observability-hub delete_poddescribe_podget_pod_logs+8 | 11 | 2026-07-28+ | 37/100 | F |
| 48 | swagger2mcp tomer1983/swagger2mcp create_userdelete_userget_config+6 | 9 | 2026-07-28+ | 37/100 | F |
| 49 | edge-core wenet-ec/edge-core CancelCommandExecutionChangeNodeClusterCheckAdminHealth+57 | 60 | 2026-07-28+ | 36/100 | F |
| 50 | openaq-pipeline Rafo044/openaq-pipeline command_run_all_testscommand_start_all_containersdocker_check_permissions+4 | 7 | 2026-07-28+ | 36/100 | F |