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69 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-grafana grafana/mcp-grafana describe_sql_tablelist_sql_databaseslist_sql_tables+1 | 4 | <=2025-11-25 | 79/100 |
| B |
| 2 | skysql-mcp skysqlinc/skysql-mcp ask_agentdelete_dblaunch_serverless_db+1 | 4 | <=2025-11-25 | 75/100 | B |
| 3 | mcp-rs n-takatsu/mcp-rs cancel_pending_switchconfigure_switch_policyget_current_active_engine+6 | 9 | 2026-07-28+ | 72/100 | B |
| 4 | AskSlackBot kwstasg/AskSlackBot addaveragedivide+8 | 11 | 2026-07-28+ | 69/100 | C |
| 5 | scherlok rbmuller/scherlok checkhistoryinvestigate+3 | 6 | 2026-07-28+ | 69/100 | C |
| 6 | agent cipi-sh/agent app_infoartisandb_query+3 | 6 | 2026-07-28+ | 68/100 | C |
| 7 | coding-agent-loop manishiitg/coding-agent-loop capture_contextget_activity_statustrigger_and_auto_notify | 3 | 2026-07-28+ | 67/100 | C |
| 8 | DBPilot SkyChenSky/DBPilot get_aasget_aas_top_sqlget_blocking_current+8 | 11 | <=2025-11-25 | 65/100 | C |
| 9 | alibabacloud-polardb-mcp-server aliyun/alibabacloud-polardb-mcp-server execute_sqlexecute_sqlimport_knowledge_base+15 | 18 | <=2025-11-25 | 64/100 | C |
| 10 | kf-mcp-servers ShadowWalker2014/kf-mcp-servers cms_activate_versioncms_delete_filecms_discard_draft+14 | 17 | 2026-07-28+ | 63/100 | C |
| 11 | konflux-devlake-mcp konflux-ci/konflux-devlake-mcp analyze_e2e_testsconnect_databaseexecute_query+7 | 10 | <=2025-11-25 | 60/100 | C |
| 12 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |
| 13 | Air-Quality-Trends-Analysis-Project dyneth02/Air-Quality-Trends-Analysis-Project compare_citiesforecast_cityforecast_multi+1 | 4 | <=2025-11-25 | 58/100 | D |
| 14 | Discord-MCP-Server IuriGuerreiro/Discord-MCP-Server add_known_guildadd_known_userget_guild_channels_tool+4 | 7 | <=2025-11-25 | 58/100 | D |
| 15 | dev-mcp visla-perlin/dev-mcp loki_query | 1 | <=2025-11-25 | 57/100 | D |
| 16 | mcp RainLib/mcp ESGetAliasesESGetHealthESGetIndex+22 | 25 | 2026-07-28+ | 57/100 | D |
| 17 | concierge concierge-hq/concierge apply_migrationcreate_backupdrain_connections+11 | 14 | 2026-07-28+ | 56/100 | D |
| 18 | openshift-mcp-server hardikvjoshi/openshift-mcp-server ask_llmconnect_clustercreate_namespace+16 | 19 | <=2025-11-25 | 56/100 | D |
| 19 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 20 | eva-department-mcp-server mjfura/eva-department-mcp-server add_knowledge_nodeadd_knowledge_node_typedanalyze_and_update_knowledge_graph+7 | 10 | 2026-07-28+ | 55/100 | D |
| 21 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 22 | voice-mcp-agent tawfikhammad/voice-mcp-agent faq_assistant | 1 | 2026-07-28+ | 54/100 | D |
| 23 | mcp-console-automation ooples/mcp-console-automation console_cancel_jobconsole_cleanup_sessionsconsole_clear_output+27 | 30 | <=2025-11-25 | 53/100 | D |
| 24 | secsee ishk9/secsee analyze_projectspin_up_servicestear_down_services+4 | 7 | <=2025-11-25 | 53/100 | D |
| 25 | GateTest crclabs-hq/GateTest audit_logblame_regressioncapture_screenshot+21 | 24 | 2026-07-28+ | 52/100 | D |
| 26 | cloudforge sagoyanfisic/cloudforge delete_diagramgenerate_diagramgenerate_from_description+3 | 6 | <=2025-11-25 | 52/100 | D |
| 27 | ai-changelog-generator entro314-labs/ai-changelog-generator analyze_current_changesanalyze_repositoryconfigure_providers+1 | 4 | 2025-06-18+ | 51/100 | D |
| 28 | opentrace adham90/opentrace connectorsdatabaseerrors+4 | 7 | <=2025-11-25 | 51/100 | D |
| 29 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 30 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 31 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 32 | 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 |
| 33 | apicentric pmaojo/apicentric create_servicedelete_servicegenerate_service_from_prompt+8 | 11 | <=2025-11-25 | 47/100 | F |
| 34 | Audio-MCP-Server GongRzhe/Audio-MCP-Server gemini_conversationlist_audio_devicesplay_audio+3 | 6 | 2026-07-28+ | 46/100 | F |
| 35 | drd-vpc-agent DrDroidLab/drd-vpc-agent debug_taskfetch_connector_connections_testsfetch_playbook_execution_tasks+3 | 6 | 2026-07-28+ | 46/100 | F |
| 36 | flux-mcp-server converged-computing/flux-mcp-server find_failed_jobsingest_flux_eventquery_job_history | 3 | <=2025-11-25 | 46/100 | F |
| 37 | monitor 1037630579/monitor aliyun_get_metric_dataaliyun_list_cdnaliyun_list_ecs+14 | 17 | <=2025-11-25 | 46/100 | F |
| 38 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 39 | sre SmythOS/sre Meeting Summary GeneratorReal-time Transcript AnalysisTranscript Vector Indexing+2 | 5 | <=2025-11-25 | 46/100 | F |
| 40 | MCP-Agent Darshana275/MCP-Agent actions_security_scangithub_scanrecommend_actions+1 | 4 | 2026-07-28+ | 44/100 | F |
| 41 | k8m weibaohui/k8m save_k8s_yaml_template | 1 | <=2025-11-25 | 44/100 | F |
| 42 | kuro-sre-mcp ArcVielLouvent/kuro-sre-mcp execute_approved_rollbacksget_analyzing_ticketssearch_kuro_runbook+1 | 4 | 2026-07-28+ | 44/100 | F |
| 43 | vigilops LinChuang2008/vigilops get_servers_health | 1 | 2026-07-28+ | 44/100 | F |
| 44 | MCP_dev_email_server huangyixin447/MCP_dev_email_server create_emaildelete_emailget_current_time+7 | 10 | 2026-07-28+ | 43/100 | F |
| 45 | jarvis-mcp aumsathwara/jarvis-mcp append_pkgconfigure_pkgcreate_pipeline+23 | 26 | 2026-07-28+ | 43/100 | F |
| 46 | server-monitoring-MCP-server Takch02/server-monitoring-MCP-server diagnose_serverfetch_error_logsfetch_recent_logs+4 | 7 | 2026-07-28+ | 43/100 | F |
| 47 | Polymind Remy2404/Polymind DELETE /webapp/chat/sessions/{session_id}GET /healthGET /webapp/chat/sessions+14 | 17 | 2026-07-28+ | 42/100 | F |
| 48 | RecipesMessengerAuto c-azb/RecipesMessengerAuto creative_searchget_recipe | 2 | 2026-07-28+ | 42/100 | F |
| 49 | deepsql DeepSQLAI/deepsql analyze_connection_patternsanalyze_query_patternsanalyze_query_plans+22 | 25 | 2026-07-28+ | 41/100 | F |
| 50 | ioBroker.mcp-server Holger-Will/ioBroker.mcp-server anotatecreateScenecreateState+17 | 20 | 2026-07-28+ | 41/100 | F |