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45 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | localdata-mcp ChrisGVE/localdata-mcp analyze_networkexecute_enhanced_queryget_database_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 2 |
| infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 |
| 33 |
| 2026-07-28+ |
| 48/100 |
| F |
| 3 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 4 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 5 | 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 |
| 6 | MCP-nlp2sql TimelesClock/MCP-nlp2sql create_chartdescribe_tablelist_charts+4 | 7 | <=2025-11-25 | 46/100 | F |
| 7 | drd-vpc-agent DrDroidLab/drd-vpc-agent debug_taskfetch_connector_connections_testsfetch_playbook_execution_tasks+3 | 6 | 2026-07-28+ | 46/100 | F |
| 8 | flux-mcp-server converged-computing/flux-mcp-server find_failed_jobsingest_flux_eventquery_job_history | 3 | <=2025-11-25 | 46/100 | F |
| 9 | monitor 1037630579/monitor aliyun_get_metric_dataaliyun_list_cdnaliyun_list_ecs+14 | 17 | <=2025-11-25 | 46/100 | F |
| 10 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 11 | zaj-MySQL-MCP zajTools/zaj-MySQL-MCP add_insightdescribe_tablelist_insights+3 | 6 | 2026-07-28+ | 45/100 | F |
| 12 | k8m weibaohui/k8m save_k8s_yaml_template | 1 | <=2025-11-25 | 44/100 | F |
| 13 | marmot marmotdata/marmot | 0 | 2026-07-28+ | 44/100 | F |
| 14 | vigilops LinChuang2008/vigilops get_servers_health | 1 | 2026-07-28+ | 44/100 | F |
| 15 | server-monitoring-MCP-server Takch02/server-monitoring-MCP-server diagnose_serverfetch_error_logsfetch_recent_logs+4 | 7 | 2026-07-28+ | 43/100 | F |
| 16 | DataMaster-MCP szqshan/DataMaster-MCP analyze_dataapi_data_previewconnect_data_source+11 | 14 | <=2025-11-25 | 41/100 | F |
| 17 | celp-mcp CelpAI/celp-mcp query-databasequery-database-turbo | 2 | 2026-07-28+ | 41/100 | F |
| 18 | deepsql DeepSQLAI/deepsql analyze_connection_patternsanalyze_query_patternsanalyze_query_plans+22 | 25 | 2026-07-28+ | 41/100 | F |
| 19 | metabase-ai-assistant enessari/metabase-ai-assistant ai_dashboard_build_fullai_relationships_suggestai_sql_execute_and_heal+28 | 31 | 2025-06-18+ | 41/100 | F |
| 20 | trifle-cli trifle-io/trifle-cli auth_loginauth_meauth_signup+17 | 20 | 2026-07-28+ | 39/100 | F |
| 21 | IntelliConnect ruanrongman/IntelliConnect addProductToolBanagentaiControl+15 | 18 | 2026-07-28+ | 38/100 | F |
| 22 | mcp-sql DefaultVal-X/mcp-sql connectdeletedisconnect+3 | 6 | <=2025-11-25 | 38/100 | F |
| 23 | pipelane-server shiveshnavin/pipelane-server PipelanePipelaneExecutionPipetask+12 | 15 | 2026-07-28+ | 38/100 | F |
| 24 | mcp-server wangle201210/mcp-server dify_retrieverdt_decryptdt_time+1 | 4 | 2026-07-28+ | 36/100 | F |
| 25 | sajhamcpserver ajsinha/sajhamcpserver alpha_vantage_stock_datacoingecko_crypto_dataduckdb_query+9 | 12 | 2026-07-28+ | 36/100 | F |
| 26 | MCP_servers_and_a2a_utils anjijava16/MCP_servers_and_a2a_utils entity_extraction_and_graph_creation | 1 | 2026-07-28+ | 33/100 | F |
| 27 | 4D-ARE ybeven/4D-ARE connectconnectdisconnect+27 | 30 | 2026-07-28+ | 32/100 | F |
| 28 | CHIHUAUDIT girste/CHIHUAUDIT CheckBackupsCheckDatabaseCheckDocker+12 | 15 | 2026-07-28+ | 32/100 | F |
| 29 | mcp-chat-insight crazyyanchao/mcp-chat-insight list_tablesqueryreport | 3 | 2026-07-28+ | 32/100 | F |
| 30 | mcpseverdbs milan9527/mcpseverdbs aurora_data_api_insert_test_datacreate_rds_mysql_instancecreate_rds_mysql_instance_china+3 | 6 | 2026-07-28+ | 29/100 | F |
| 31 | roma binrchq/roma AddResourceAddSpaceMemberAddToBlacklist+48 | 51 | <=2025-11-25 | 29/100 | F |
| 32 | mcpcan Kymo-MCP/mcpcan | 0 | <=2025-11-25 | 26/100 | F |
| 33 | tabletalk wtbates99/tabletalk | 0 | 2026-07-28+ | 25/100 | F |
| 34 | mcp-linux-tools gerard-kanters/mcp-linux-tools | 0 | 2026-07-28+ | 24/100 | F |
| 35 | ShowTime mambo-wang/ShowTime createFolderdeleteFiledeleteFolder+4 | 7 | 2026-07-28+ | 22/100 | F |
| 36 | gateway centralmind/gateway discover_datalist_tablesprepare_query+1 | 4 | <=2025-11-25 | 20/100 | F |
| 37 | mcp-servers rohitiquest/mcp-servers | 0 | 2026-07-28+ | 16/100 | F |
| 38 | orionbelt-semantic-layer ralforion/orionbelt-semantic-layer Compile Advanced QueryCompile QueryDescribe Model+27 | 30 | 2026-07-28+ | 16/100 | F |
| 39 | DeltaScope Fanduzi/DeltaScope audit_sqldescribe_ruleget_capabilities+1 | 4 | 2025-06-18+ | 14/100 | F |
| 40 | nlqueries nlqueries/nlqueries get_agent_schemaget_cache_statsget_query_history+6 | 9 | 2026-07-28+ | 12/100 | F |
| 41 | NeuronIP neurondb/NeuronIP createIngestionJobcreateMetricgetAuditLogs+5 | 8 | 2026-07-28+ | 11/100 | F |
| 42 | mcp-run-sql-connectorx gigamori/mcp-run-sql-connectorx run_sql | 1 | 2026-07-28+ | 10/100 | F |
| 43 | catalyst_mcp billebel/catalyst_mcp current_usersearch_splunk | 2 | <=2025-11-25 | 8/100 | F |
| 44 | AI-Agents sentient-io/AI-Agents add_documentcreate_indexdelete_document+10 | 13 | 2026-07-28+ | 0/100 | F |
| 45 | octa thorstenfoltz/octa anonymizecheck_referencescheck_rules+46 | 49 | 2026-07-28+ | 0/100 | F |