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3,043 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | AIOps-AAP-MCP rh-telco-tigers/AIOps-AAP-MCP get_inventoryget_job_template_idget_llm_response+6 | 9 | 2026-07-28+ | 49/100 | F |
| 2 |
| Academic-Research-MCP-Suite sercantas/Academic-Research-MCP-Suite generaterefinerun |
| 3 |
| 2025-06-18+ |
| 49/100 |
| F |
| 3 | Agent-Scrivener Keerthivasan-Venkitajalam/Agent-Scrivener extract_contentformat_citationget_page_metadata+2 | 5 | <=2025-11-25 | 49/100 | F |
| 4 | Agentic-Kubernetes-Management Tarique-B/Agentic-Kubernetes-Management check-logsget-namespacesget-pods | 3 | 2026-07-28+ | 49/100 | F |
| 5 | Arxiv-MCP emi-dm/Arxiv-MCP analyze_trendsdownload_paperget_paper_details+1 | 4 | <=2025-11-25 | 49/100 | F |
| 6 | Atlassian-MCPServer gregoryevezard/Atlassian-MCPServer confluence_get_folderconfluence_get_pageconfluence_get_space_homepage_id+10 | 13 | <=2025-11-25 | 49/100 | F |
| 7 | AutopilotMonitor okieselbach/AutopilotMonitor get_device_propertiesget_enrollment_sessionget_ime_version_history+14 | 17 | 2026-07-28+ | 49/100 | F |
| 8 | Canvas-MCP AdityaPrakash-26/Canvas-MCP get_course_announcementsget_course_assignmentsget_course_calendar_events+7 | 10 | <=2025-11-25 | 49/100 | F |
| 9 | Copilot-MCP-Server-Learn ven0482/Copilot-MCP-Server-Learn get_activitiessignup_for_activityunregister_from_activity | 3 | 2026-07-28+ | 49/100 | F |
| 10 | Custom-Azure-MCP-Server-L1Projects manaschauhan25/Custom-Azure-MCP-Server-L1Projects deploy_vmrestart_service | 2 | <=2025-11-25 | 49/100 | F |
| 11 | Discord-AI-Agent OoriData/Discord-AI-Agent adderror_toollong_task+1 | 4 | <=2025-11-25 | 49/100 | F |
| 12 | FIWARE-MCP-Server dncampo/FIWARE-MCP-Server CB_versionexecute_queryget_all_entities+2 | 5 | 2026-07-28+ | 49/100 | F |
| 13 | Fabric-Analytics-MCP santhoshravindran7/Fabric-Analytics-MCP assign_capacity_to_workspacecreate_fabric_lakehousecreate_fabric_spark_pools+16 | 19 | 2026-07-28+ | 49/100 | F |
| 14 | Fast-Whisper-MCP-Server BigUncle/Fast-Whisper-MCP-Server batch_transcribe_audioget_model_info_apitranscribe | 3 | <=2025-11-25 | 49/100 | F |
| 15 | FastlyMCP jackwrichards/FastlyMCP fastly_apifastly_cli | 2 | <=2025-11-25 | 49/100 | F |
| 16 | Jira-MCP-Server George5562/Jira-MCP-Server create_issuecreate_issue_linkcreate_project+5 | 8 | 2026-07-28+ | 49/100 | F |
| 17 | MCP-Outlook-Local-Server thomaspical/MCP-Outlook-Local-Server create_eventlist_accountslist_emails+5 | 8 | <=2025-11-25 | 49/100 | F |
| 18 | MCP-Security-Agent johnjohn2410/MCP-Security-Agent analyze_vulnerabilitiescheck_policiesgenerate_report+4 | 7 | 2026-07-28+ | 49/100 | F |
| 19 | MCP_Open RockyRocks/MCP_Open build_runfs_deletefs_edit+29 | 32 | 2026-07-28+ | 49/100 | F |
| 20 | MCP_Server FernandoTN/MCP_Server create_eventdelete_eventfreebusy_query+1 | 4 | <=2025-11-25 | 49/100 | F |
| 21 | ProxmoxEmCP PureGrain/ProxmoxEmCP create_vm_snapshotexecute_vm_commandget_container_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 22 | ProxmoxMCP-Plus RekklesNA/ProxmoxMCP-Plus cancel_jobclone_vmcreate_backup+54 | 57 | <=2025-11-25 | 49/100 | F |
| 23 | TySVA Maurellone/TySVA deepsearch_tooldocumentation_search_tool | 2 | 2026-07-28+ | 49/100 | F |
| 24 | Windows-DNS-Policy-Manager joshuatownsend/Windows-DNS-Policy-Manager dns_check_healthdns_export_server_configdns_get_blocklist+13 | 16 | 2026-07-28+ | 49/100 | F |
| 25 | YouTubeMCPServer robalexclark/YouTubeMCPServer RetrieveYoutubeTranscript | 1 | <=2025-11-25 | 49/100 | F |
| 26 | aegis-mcp raghulvj01/aegis-mcp aws_check_s3_public_accessaws_list_ec2_instancescicd_pipeline_status+18 | 21 | <=2025-11-25 | 49/100 | F |
| 27 | ansible-mcp aminglinux/ansible-mcp generate_playbookget_ansible_versionlist_hosts+5 | 8 | 2026-07-28+ | 49/100 | F |
| 28 | apic-mcp-server beletea/apic-mcp-server authenticate_apicfetch_apic_classget_application_profiles+3 | 6 | <=2025-11-25 | 49/100 | F |
| 29 | arthas_mcp_server toby1123yjh/arthas_mcp_server connect_arthasdisconnect_arthasexecute_arthas_custom_command+5 | 8 | <=2025-11-25 | 49/100 | F |
| 30 | arxiv-deep-research freyzo/arxiv-deep-research download_paperlist_papersread_paper+1 | 4 | <=2025-11-25 | 49/100 | F |
| 31 | authprobe authprobe/authprobe authprobe_bundle_evidenceauthprobe_render_markdownauthprobe_scan_http+2 | 5 | 2025-06-18+ | 49/100 | F |
| 32 | aws-documentation-mcp-server daniel-levesque/aws-documentation-mcp-server get_available_servicesread_documentationread_documentation+2 | 5 | <=2025-11-25 | 49/100 | F |
| 33 | aws-sage-mcp arunsanna/aws-sage-mcp analyze_costsassume_roleaws_execute+14 | 17 | <=2025-11-25 | 49/100 | F |
| 34 | azure-mcp-server ZubeidHendricks/azure-mcp-server create_pull_requestget_build_definitionsget_team_members+3 | 6 | 2026-07-28+ | 49/100 | F |
| 35 | azure-resource-verifier-mcp nickdala/azure-resource-verifier-mcp get-azure-app-service-regionsget-azure-regionsget-postgres-regional-capabilities | 3 | 2026-07-28+ | 49/100 | F |
| 36 | bitbucket-mcp Ibrahimogod/bitbucket-mcp add_pullrequest_commentadd_pullrequest_taskapprove_pullrequest+21 | 24 | <=2025-11-25 | 49/100 | F |
| 37 | bosh-mcp-server malston/bosh-mcp-server bosh_delete_deploymentbosh_get_cloud_configbosh_get_cpi_config+15 | 18 | 2026-07-28+ | 49/100 | F |
| 38 | brev-mcp brevdev/brev-mcp create_workspaceget_instance_types | 2 | <=2025-11-25 | 49/100 | F |
| 39 | chatbots-mcp-server OumaimaZerouali/chatbots-mcp-server createAppointmentgetAllBotConfigsgetBotConfigById+1 | 4 | <=2025-11-25 | 49/100 | F |
| 40 | check-please Senpai-Sama7/check-please audit_credentialsget_credentialget_usage+1 | 4 | <=2025-11-25 | 49/100 | F |
| 41 | claude-channel-signal BrendanMartin/claude-channel-signal replysend | 2 | <=2025-11-25 | 49/100 | F |
| 42 | cli-mcp tsdevstack/cli-mcp add_bucket_storage | 1 | 2026-07-28+ | 49/100 | F |
| 43 | cloudmigration-mcp-server handaas/cloudmigration-mcp-server cloudmigration_cloud_assetscloudmigration_domain_infocloudmigration_fuzzy_search | 3 | 2026-07-28+ | 49/100 | F |
| 44 | cluster-director-mcp GoogleCloudPlatform/cluster-director-mcp check_job_statuscheck_maintenanceget_cluster+8 | 11 | <=2025-11-25 | 49/100 | F |
| 45 | cml-mcp xorrkaz/cml-mcp configure_nodecreate_annotationcreate_group+36 | 39 | <=2025-11-25 | 49/100 | F |
| 46 | code-buddy Abhi-vish/code-buddy analyze_codecopy_filecreate_directory+25 | 28 | 2026-07-28+ | 49/100 | F |
| 47 | coralogix-mcp neoai-agent/coralogix-mcp get_2xx_logsget_4xx_logsget_5xx_logs+1 | 4 | <=2025-11-25 | 49/100 | F |
| 48 | cpanel-mcp ashrobertsdragon/cpanel-mcp add_email_accountchange_passwordcreate_email_forwarder+6 | 9 | 2026-07-28+ | 49/100 | F |
| 49 | cpi-mcp-server vadimklimov/cpi-mcp-server get_integration_flowsget_integration_packagesget_integration_runtime_artifacts+9 | 12 | <=2025-11-25 | 49/100 | F |
| 50 | curso-mcp scops/curso-mcp analyze_paper_with_confirmationchiste_de_padrecompare_papers+33 | 36 | 2025-06-18+ | 49/100 | F |