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2,681 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | datapulse-my r3dz4r/datapulse-my find_anomaliesfind_staleget_data_passport+2 | 5 | 2026-07-28+ | 89/100 | A |
| 2 | igni-mcp |
| 28 |
| 2026-07-28+ |
| 86/100 |
| A |
| 3 | klaus-operator giantswarm/klaus-operator create_instancedelete_instanceget_instance+11 | 14 | 2026-07-28+ | 84/100 | A |
| 4 | komodo-mcp nicolasestrem/komodo-mcp komodo_clear_alertskomodo_create_networkkomodo_create_stack+34 | 37 | 2025-06-18+ | 84/100 | A |
| 5 | mcp-everything 4eyedengineer/mcp-everything call_toolcontinue_generationgenerate_mcp_server+6 | 9 | 2026-07-28+ | 82/100 | A |
| 6 | mcp-server-aws-sso aashari/mcp-server-aws-sso aws_sso_ec2_exec_commandaws_sso_exec_commandaws_sso_login+2 | 5 | <=2025-11-25 | 81/100 | A |
| 7 | Mnemolis immortalbob/Mnemolis search | 1 | <=2025-11-25 | 80/100 | A |
| 8 | argo-workflows-mcp kushthedude/argo-workflows-mcp get_workflowhealth_checklist_workflows+2 | 5 | <=2025-11-25 | 80/100 | A |
| 9 | arxiv-mcp-server cyanheads/arxiv-mcp-server arxiv_get_metadataarxiv_list_categoriesarxiv_read_paper+1 | 4 | 2026-07-28+ | 80/100 | A |
| 10 | statcite asokore/statcite country_snapshotfx_convertget_indicator+7 | 10 | 2025-06-18+ | 80/100 | A |
| 11 | AIOps-AAP-MCP rh-telco-tigers/AIOps-AAP-MCP get_inventoryget_job_template_idget_llm_response+6 | 9 | 2026-07-28+ | 49/100 | F |
| 12 | Academic-Research-MCP-Suite sercantas/Academic-Research-MCP-Suite generaterefinerun | 3 | 2025-06-18+ | 49/100 | F |
| 13 | Agentic-Kubernetes-Management Tarique-B/Agentic-Kubernetes-Management check-logsget-namespacesget-pods | 3 | 2026-07-28+ | 49/100 | F |
| 14 | Arxiv-MCP emi-dm/Arxiv-MCP analyze_trendsdownload_paperget_paper_details+1 | 4 | <=2025-11-25 | 49/100 | F |
| 15 | Atlassian-MCPServer gregoryevezard/Atlassian-MCPServer confluence_get_folderconfluence_get_pageconfluence_get_space_homepage_id+10 | 13 | <=2025-11-25 | 49/100 | F |
| 16 | AutopilotMonitor okieselbach/AutopilotMonitor get_device_propertiesget_enrollment_sessionget_ime_version_history+14 | 17 | 2026-07-28+ | 49/100 | F |
| 17 | CoChem-Agents yuxi-TJU/CoChem-Agents analyze_moleculebatch_process_moleculescalculate_descriptors+9 | 12 | <=2025-11-25 | 49/100 | F |
| 18 | Custom-Azure-MCP-Server-L1Projects manaschauhan25/Custom-Azure-MCP-Server-L1Projects deploy_vmrestart_service | 2 | <=2025-11-25 | 49/100 | F |
| 19 | DAAgent DSXiangLi/DAAgent close_sandboxexecute_codeget_execution_history+2 | 5 | 2025-06-18+ | 49/100 | F |
| 20 | FIWARE-MCP-Server dncampo/FIWARE-MCP-Server CB_versionexecute_queryget_all_entities+2 | 5 | 2026-07-28+ | 49/100 | F |
| 21 | Fabric-Analytics-MCP santhoshravindran7/Fabric-Analytics-MCP assign_capacity_to_workspacecreate_fabric_lakehousecreate_fabric_spark_pools+16 | 19 | 2026-07-28+ | 49/100 | F |
| 22 | FastlyMCP jackwrichards/FastlyMCP fastly_apifastly_cli | 2 | <=2025-11-25 | 49/100 | F |
| 23 | JAVAMCPserver naveenvivek/JAVAMCPserver execute_trino_queryflink_job_detailsflink_jobmanager_metrics+13 | 16 | <=2025-11-25 | 49/100 | F |
| 24 | Jira-MCP-Server George5562/Jira-MCP-Server create_issuecreate_issue_linkcreate_project+5 | 8 | 2026-07-28+ | 49/100 | F |
| 25 | KEGG-MCP-Server Augmented-Nature/KEGG-MCP-Server batch_querybrite_searchcompound_info+10 | 13 | 2026-07-28+ | 49/100 | F |
| 26 | MCP-Security-Agent johnjohn2410/MCP-Security-Agent analyze_vulnerabilitiescheck_policiesgenerate_report+4 | 7 | 2026-07-28+ | 49/100 | F |
| 27 | MCP_Open RockyRocks/MCP_Open build_runfs_deletefs_edit+29 | 32 | 2026-07-28+ | 49/100 | F |
| 28 | MarketScope-AI-Powered-Industry-Segment-Intelligence-Platform BigDataTeam5/MarketScope-AI-Powered-Industry-Segment-Intelligence-Platform analyze_market_segmentanalyze_sales_datacalculate_sales_forecast+9 | 12 | <=2025-11-25 | 49/100 | F |
| 29 | Mastervolt-Deep-Research ssdeanx/Mastervolt-Deep-Research alpha_vantage_time_series_dailyalpha_vantage_time_series_intradayanalyze_data_patterns+5 | 8 | 2025-06-18+ | 49/100 | F |
| 30 | ProxmoxEmCP PureGrain/ProxmoxEmCP create_vm_snapshotexecute_vm_commandget_container_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 31 | ProxmoxMCP-Plus RekklesNA/ProxmoxMCP-Plus cancel_jobclone_vmcreate_backup+54 | 57 | <=2025-11-25 | 49/100 | F |
| 32 | PubChem-MCP-Server JackKuo666/PubChem-MCP-Server get_pubchem_compound_by_cidsearch_pubchem_advancedsearch_pubchem_by_name+1 | 4 | <=2025-11-25 | 49/100 | F |
| 33 | 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 |
| 34 | aegis-mcp raghulvj01/aegis-mcp aws_check_s3_public_accessaws_list_ec2_instancescicd_pipeline_status+18 | 21 | <=2025-11-25 | 49/100 | F |
| 35 | amazon-redshift-mcp-server-by-cdata CDataSoftware/amazon-redshift-mcp-server-by-cdata redshift_get_columnsredshift_get_tablesredshift_run_query | 3 | <=2025-11-25 | 49/100 | F |
| 36 | ansible-mcp aminglinux/ansible-mcp generate_playbookget_ansible_versionlist_hosts+5 | 8 | 2026-07-28+ | 49/100 | F |
| 37 | apache-hbase-mcp-server-by-cdata CDataSoftware/apache-hbase-mcp-server-by-cdata hbase_get_columnshbase_get_tableshbase_run_query | 3 | <=2025-11-25 | 49/100 | F |
| 38 | apache-spark-mcp-server-by-cdata CDataSoftware/apache-spark-mcp-server-by-cdata get_columnsget_tablesrun_query | 3 | <=2025-11-25 | 49/100 | F |
| 39 | apic-mcp-server beletea/apic-mcp-server authenticate_apicfetch_apic_classget_application_profiles+3 | 6 | <=2025-11-25 | 49/100 | F |
| 40 | arthas_mcp_server toby1123yjh/arthas_mcp_server connect_arthasdisconnect_arthasexecute_arthas_custom_command+5 | 8 | <=2025-11-25 | 49/100 | F |
| 41 | authprobe authprobe/authprobe authprobe_bundle_evidenceauthprobe_render_markdownauthprobe_scan_http+2 | 5 | 2025-06-18+ | 49/100 | F |
| 42 | aws-documentation-mcp-server daniel-levesque/aws-documentation-mcp-server get_available_servicesread_documentationread_documentation+2 | 5 | <=2025-11-25 | 49/100 | F |
| 43 | aws-sage-mcp arunsanna/aws-sage-mcp analyze_costsassume_roleaws_execute+14 | 17 | <=2025-11-25 | 49/100 | F |
| 44 | azure-data-lake-storage-mcp-server-by-cdata CDataSoftware/azure-data-lake-storage-mcp-server-by-cdata {prefix}_get_columns{prefix}_get_tables{prefix}_run_query | 3 | <=2025-11-25 | 49/100 | F |
| 45 | azure-mcp-server ZubeidHendricks/azure-mcp-server create_pull_requestget_build_definitionsget_team_members+3 | 6 | 2026-07-28+ | 49/100 | F |
| 46 | 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 |
| 47 | bigeye-mcp-server bigeyedata/bigeye-mcp-server analyze_lineagecheck_healthcreate_metric+23 | 26 | 2026-07-28+ | 49/100 | F |
| 48 | biothings-mcp longevity-genie/biothings-mcp biothings_download_entrez_databiothings_download_entrez_data_localbiothings_get_chemical+15 | 18 | <=2025-11-25 | 49/100 | F |
| 49 | bitbucket-mcp Ibrahimogod/bitbucket-mcp add_pullrequest_commentadd_pullrequest_taskapprove_pullrequest+21 | 24 | <=2025-11-25 | 49/100 | F |
| 50 | bonnard-cli bonnard-data/bonnard-cli annotatedashboard deploydashboard dev+31 | 34 | 2026-07-28+ | 49/100 | F |