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66 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 | transcriptor-mcp samson-art/transcriptor-mcp get_available_subtitlesget_chaptersget_raw_subtitles+5 | 8 | 2025-06-18+ | 67/100 | C |
| 8 | YT_Trans_MCP earl562/YT_Trans_MCP add_youtube_videoclear_all_videosget_video_transcript+4 | 7 | 2026-07-28+ | 66/100 | C |
| 9 | DBPilot SkyChenSky/DBPilot get_aasget_aas_top_sqlget_blocking_current+8 | 11 | <=2025-11-25 | 65/100 | C |
| 10 | alibabacloud-polardb-mcp-server aliyun/alibabacloud-polardb-mcp-server execute_sqlexecute_sqlimport_knowledge_base+15 | 18 | <=2025-11-25 | 64/100 | C |
| 11 | chatterbox-mcp anand-92/chatterbox-mcp clone_voice_from_youtubedelete_voicegenerate_conversation+3 | 6 | 2026-07-28+ | 62/100 | C |
| 12 | konflux-devlake-mcp konflux-ci/konflux-devlake-mcp analyze_e2e_testsconnect_databaseexecute_query+7 | 10 | <=2025-11-25 | 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 | elevenlabs-scribe-transcriber shuntagami/elevenlabs-scribe-transcriber transcribe-audio | 1 | 2026-07-28+ | 58/100 | D |
| 16 | dev-mcp visla-perlin/dev-mcp loki_query | 1 | <=2025-11-25 | 57/100 | D |
| 17 | mcp RainLib/mcp ESGetAliasesESGetHealthESGetIndex+22 | 25 | 2026-07-28+ | 57/100 | D |
| 18 | aws-blackbelt-mcp-server konippi/aws-blackbelt-mcp-server get_seminar_transcriptsearch_seminars | 2 | 2025-06-18+ | 56/100 | D |
| 19 | concierge concierge-hq/concierge apply_migrationcreate_backupdrain_connections+11 | 14 | 2026-07-28+ | 56/100 | D |
| 20 | media-mcp woosal1337/media-mcp add_filter_ruleadd_user_to_monitorcheck_follow_relationship+28 | 31 | 2026-07-28+ | 56/100 | D |
| 21 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 22 | 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 |
| 23 | psibot DmacMcgreg/psibot agent_memory_appendagent_memory_listagent_memory_read+10 | 13 | <=2025-11-25 | 55/100 | D |
| 24 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 25 | mcp-console-automation ooples/mcp-console-automation console_cancel_jobconsole_cleanup_sessionsconsole_clear_output+27 | 30 | <=2025-11-25 | 53/100 | D |
| 26 | mcp-podcast-scraper walid-koleilat/mcp-podcast-scraper add_trackingcheck_new_episodesget_summary_prompt+7 | 10 | 2026-07-28+ | 53/100 | D |
| 27 | secsee ishk9/secsee analyze_projectspin_up_servicestear_down_services+4 | 7 | <=2025-11-25 | 53/100 | D |
| 28 | x-reader runesleo/x-reader detect_platformlist_inboxread_batch+1 | 4 | 2026-07-28+ | 53/100 | D |
| 29 | GateTest crclabs-hq/GateTest audit_logblame_regressioncapture_screenshot+21 | 24 | 2026-07-28+ | 52/100 | D |
| 30 | socialia scitex-ai/socialia analytics_pageviewsanalytics_realtimeanalytics_sources+7 | 10 | 2026-07-28+ | 52/100 | D |
| 31 | socialia ywatanabe1989/socialia analytics_pageviewsanalytics_realtimeanalytics_sources+7 | 10 | 2026-07-28+ | 52/100 | D |
| 32 | opentrace adham90/opentrace connectorsdatabaseerrors+4 | 7 | <=2025-11-25 | 51/100 | D |
| 33 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 34 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 35 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 36 | 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 |
| 37 | drd-vpc-agent DrDroidLab/drd-vpc-agent debug_taskfetch_connector_connections_testsfetch_playbook_execution_tasks+3 | 6 | 2026-07-28+ | 46/100 | F |
| 38 | flux-mcp-server converged-computing/flux-mcp-server find_failed_jobsingest_flux_eventquery_job_history | 3 | <=2025-11-25 | 46/100 | F |
| 39 | monitor 1037630579/monitor aliyun_get_metric_dataaliyun_list_cdnaliyun_list_ecs+14 | 17 | <=2025-11-25 | 46/100 | F |
| 40 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 41 | sre SmythOS/sre Meeting Summary GeneratorReal-time Transcript AnalysisTranscript Vector Indexing+2 | 5 | <=2025-11-25 | 46/100 | F |
| 42 | k8m weibaohui/k8m save_k8s_yaml_template | 1 | <=2025-11-25 | 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 | server-monitoring-MCP-server Takch02/server-monitoring-MCP-server diagnose_serverfetch_error_logsfetch_recent_logs+4 | 7 | 2026-07-28+ | 43/100 | F |
| 46 | deepsql DeepSQLAI/deepsql analyze_connection_patternsanalyze_query_patternsanalyze_query_plans+22 | 25 | 2026-07-28+ | 41/100 | F |
| 47 | Zen-Citizen-mcp-server itismohan08/Zen-Citizen-mcp-server get-fruit-detailsresearch-government-querysearch-all+3 | 6 | 2025-06-18+ | 39/100 | F |
| 48 | IntelliConnect ruanrongman/IntelliConnect addProductToolBanagentaiControl+15 | 18 | 2026-07-28+ | 38/100 | F |
| 49 | pipelane-server shiveshnavin/pipelane-server PipelanePipelaneExecutionPipetask+12 | 15 | 2026-07-28+ | 38/100 | F |
| 50 | CHIHUAUDIT girste/CHIHUAUDIT CheckBackupsCheckDatabaseCheckDocker+12 | 15 | 2026-07-28+ | 32/100 | F |