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121 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 | scherlok rbmuller/scherlok checkhistoryinvestigate+3 | 6 | 2026-07-28+ | 69/100 | C |
| 5 | agent cipi-sh/agent app_infoartisandb_query+3 | 6 | 2026-07-28+ | 68/100 | C |
| 6 | coding-agent-loop manishiitg/coding-agent-loop capture_contextget_activity_statustrigger_and_auto_notify | 3 | 2026-07-28+ | 67/100 | C |
| 7 | infrabroker luisgf/infrabroker k8s_applyk8s_deletek8s_get+10 | 13 | 2025-06-18+ | 67/100 | C |
| 8 | DBPilot SkyChenSky/DBPilot get_aasget_aas_top_sqlget_blocking_current+8 | 11 | <=2025-11-25 | 65/100 | C |
| 9 | incident-triage-studio ParasJagdale/incident-triage-studio triage_incident | 1 | <=2025-11-25 | 65/100 | C |
| 10 | preflight newrelic-experimental/preflight nr_observe_get_budget_statusnr_observe_get_claudemd_impactnr_observe_get_collaboration_profile+20 | 23 | 2026-07-28+ | 65/100 | C |
| 11 | ai-agent-orchestrator MentalVibez/ai-agent-orchestrator cancel_runcode_searchdirectory_list+8 | 11 | 2026-07-28+ | 64/100 | C |
| 12 | alibabacloud-polardb-mcp-server aliyun/alibabacloud-polardb-mcp-server execute_sqlexecute_sqlimport_knowledge_base+15 | 18 | <=2025-11-25 | 64/100 | C |
| 13 | lambda-cli Strand-AI/lambda-cli check_availabilitycreate_filesystemdelete_filesystem+5 | 8 | 2026-07-28+ | 63/100 | C |
| 14 | mcp-sumologic-pv pv-platforma/mcp-sumologic-pv detect_issuesget_metricsget_performance_metrics+6 | 9 | <=2025-11-25 | 63/100 | C |
| 15 | rolldev-mcp-server dockergiant/rolldev-mcp-server rolldev_composerrolldev_db_queryrolldev_list_environments+7 | 10 | 2026-07-28+ | 62/100 | C |
| 16 | slack-mcp-cve ddamme05/slack-mcp-cve check_cisa_kev_detailslookup_cve_detailssearch_github_cve_repos | 3 | 2026-07-28+ | 62/100 | C |
| 17 | demo-mcp-servers david-martin/demo-mcp-servers change_createchange_listchange_update+9 | 12 | 2026-07-28+ | 61/100 | C |
| 18 | incident-timeline-mcp ian-de-marcellus/incident-timeline-mcp analyze_resourcedetect_severityextract_entities+5 | 8 | 2026-07-28+ | 61/100 | C |
| 19 | dynatrace-mcp zawi99/dynatrace-mcp chat_with_davis_copilotcreate_workflow_for_problem_notificationexecute_dql+12 | 15 | 2026-07-28+ | 60/100 | C |
| 20 | konflux-devlake-mcp konflux-ci/konflux-devlake-mcp analyze_e2e_testsconnect_databaseexecute_query+7 | 10 | <=2025-11-25 | 60/100 | C |
| 21 | MCP_Dummy-Sales_Data_Generation mohana9985/MCP_Dummy-Sales_Data_Generation create_productscreate_usersdelete_products | 3 | 2026-07-28+ | 59/100 | D |
| 22 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 23 | Air-Quality-Trends-Analysis-Project dyneth02/Air-Quality-Trends-Analysis-Project compare_citiesforecast_cityforecast_multi+1 | 4 | <=2025-11-25 | 58/100 | D |
| 24 | enterprise-mcp-course decodingai-magazine/enterprise-mcp-course asana_create_taskasana_find_taskgithub_get_pull_request+8 | 11 | 2026-07-28+ | 58/100 | D |
| 25 | rs_systems_mcp_health_monitor wrenchtokeys/rs_systems_mcp_health_monitor analyze_s3_usagecheck_api_performancecheck_database_performance+4 | 7 | <=2025-11-25 | 58/100 | D |
| 26 | Product-Catalog-with-FastAPI-and-MCP KhaledEssghaier/Product-Catalog-with-FastAPI-and-MCP create_productdelete_productget_categories+3 | 6 | 2026-07-28+ | 57/100 | D |
| 27 | dev-mcp visla-perlin/dev-mcp loki_query | 1 | <=2025-11-25 | 57/100 | D |
| 28 | mcp RainLib/mcp ESGetAliasesESGetHealthESGetIndex+22 | 25 | 2026-07-28+ | 57/100 | D |
| 29 | mcp-notify nirholas/mcp-notify AtomFeedCreateSubscriptionDeleteSubscription+18 | 21 | 2026-07-28+ | 57/100 | D |
| 30 | mcpolly MCPolly/mcpolly check_stop_requestdelete_embeddingsget_agent_activity+11 | 14 | <=2025-11-25 | 57/100 | D |
| 31 | concierge concierge-hq/concierge apply_migrationcreate_backupdrain_connections+11 | 14 | 2026-07-28+ | 56/100 | D |
| 32 | ecommerce-order-agent-platform lydiayan/ecommerce-order-agent-platform ORDER_QUERYcancelOrderevaluateRefundEligibility+2 | 5 | 2026-07-28+ | 56/100 | D |
| 33 | java-MCP-assistant HaibaraAi2517/java-MCP-assistant buy-ticketquery-ticket | 2 | <=2025-11-25 | 56/100 | D |
| 34 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 35 | 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 |
| 36 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 37 | dynatrace-mcp-otel theharithsa/dynatrace-mcp-otel add_entity_tagsbulk_delete_dashboardschat_with_davis_copilot+23 | 26 | 2026-07-28+ | 53/100 | D |
| 38 | mcp-console-automation ooples/mcp-console-automation console_cancel_jobconsole_cleanup_sessionsconsole_clear_output+27 | 30 | <=2025-11-25 | 53/100 | D |
| 39 | secsee ishk9/secsee analyze_projectspin_up_servicestear_down_services+4 | 7 | <=2025-11-25 | 53/100 | D |
| 40 | GateTest crclabs-hq/GateTest audit_logblame_regressioncapture_screenshot+21 | 24 | 2026-07-28+ | 52/100 | D |
| 41 | github-pr-mcp-server denven/github-pr-mcp-server analyze_file_changesget_pr_templatesget_recent_actions_events+3 | 6 | 2026-07-28+ | 52/100 | D |
| 42 | mcp-data-platform txn2/mcp-data-platform notify | 1 | 2026-07-28+ | 52/100 | D |
| 43 | MCP-Sales_Data_Generation mohana9985/MCP-Sales_Data_Generation create_productscreate_usersdelete_products | 3 | 2026-07-28+ | 51/100 | D |
| 44 | dharma_mcp_service samcorl/dharma_mcp_service check_compatibilityget_agent_guidanceget_product_details+5 | 8 | 2026-07-28+ | 51/100 | D |
| 45 | opentrace adham90/opentrace connectorsdatabaseerrors+4 | 7 | <=2025-11-25 | 51/100 | D |
| 46 | warden-mcp-server run-as-root/warden-mcp-server warden_composerwarden_db_querywarden_init_project+8 | 11 | 2026-07-28+ | 51/100 | D |
| 47 | mcp-server seekneedle/mcp-server 使用产品编号查询旅行产品详情使用目的地查询旅行产品框架使用目的地查询旅行产品详情+6 | 9 | <=2025-11-25 | 50/100 | D |
| 48 | xom-claude-mcp-tools Xomware/xom-claude-mcp-tools analyze_codecreate_issuedeploy+10 | 13 | <=2025-11-25 | 50/100 | D |
| 49 | cartly kushyanthpothi/cartly createCartStatusdeleteCartStatusByIdgetCartStatus+2 | 5 | 2026-07-28+ | 49/100 | F |
| 50 | dynatrace-mcp dynatrace-oss/dynatrace-mcp chat_with_davis_copilotcreate_dynatrace_notebookexecute_davis_analyzer+14 | 17 | 2026-07-28+ | 49/100 | F |