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79 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server add_insightcreate_memocreate_visualization+4 | 7 | <=2025-11-25 |
| 59/100 |
| D |
| 2 | ChatBI Tunnello/ChatBI DuckDuckGoSearchRundatabase_schema_ragexecute_sqlite_query+6 | 9 | 2026-07-28+ | 59/100 | D |
| 3 | MCP-Server-Docker minopeef/MCP-Server-Docker build_imagecreate_containercreate_network+16 | 19 | <=2025-11-25 | 59/100 | D |
| 4 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 5 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 6 | dotnet-docker-kali-mcp-server timsonner/dotnet-docker-kali-mcp-server kali-container-restartkali-container-statuskali-container-stop+1 | 4 | <=2025-11-25 | 59/100 | D |
| 7 | go-docker-images-mcp takanoriyanagitani/go-docker-images-mcp images | 1 | 2026-07-28+ | 59/100 | D |
| 8 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 9 | plugin-devtools-docker orchestra-mcp/plugin-devtools-docker docker_compose_downdocker_compose_updocker_exec+7 | 10 | 2026-07-28+ | 59/100 | D |
| 10 | prism-insight dragon1086/prism-insight append_insightconvert_timecreate_table+10 | 13 | <=2025-11-25 | 59/100 | D |
| 11 | sandy jamestelfer/sandy primesandy_checksandy_create_session+3 | 6 | <=2025-11-25 | 59/100 | D |
| 12 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 13 | disco Arcane-Fly/disco create_containercreate_fileexecute_command+1 | 4 | <=2025-11-25 | 58/100 | D |
| 14 | mcp-agentic-starter billzGH/mcp-agentic-starter aggregateanalyze_columncheck_inventory+28 | 31 | <=2025-11-25 | 58/100 | D |
| 15 | mcp-server-docker JohnDroben/mcp-server-docker build_imagecreate_containercreate_network+16 | 19 | 2026-07-28+ | 58/100 | D |
| 16 | outerspace-apizr Alien6-Studio/outerspace-apizr analyze_fileconvert_notebookgenerate_dockerfile+4 | 7 | 2026-07-28+ | 58/100 | D |
| 17 | Litescope croc100/Litescope litescope_checklitescope_difflitescope_fingerprint+7 | 10 | 2025-06-18+ | 57/100 | D |
| 18 | atlas-vercel-mcp-server iacosta3994/atlas-vercel-mcp-server get_agent_statusopenclaw_executequery_crm+5 | 8 | <=2025-11-25 | 57/100 | D |
| 19 | mcp-data-detective themroats/mcp-data-detective compare_schemasconnect_sourcecreate_chart+13 | 16 | <=2025-11-25 | 57/100 | D |
| 20 | mcp-godocker santoshkal/mcp-godocker create_containercreate_networkcreate_volume+2 | 5 | 2026-07-28+ | 57/100 | D |
| 21 | DROMA_MCP DROMA01/DROMA_MCP analyze_drug_omic_pair | 1 | 2026-07-28+ | 56/100 | D |
| 22 | code-sandbox-mcp Automata-Labs-team/code-sandbox-mcp copy_filecopy_file_from_sandboxcopy_project+4 | 7 | <=2025-11-25 | 56/100 | D |
| 23 | docker_mcp zaycruz/docker_mcp create_container | 1 | <=2025-11-25 | 56/100 | D |
| 24 | matlab-mcp-server-python HanSur94/matlab-mcp-server-python cancel_jobcheck_codedelete_file+14 | 17 | 2026-07-28+ | 56/100 | D |
| 25 | mcp-server project-copacetic/mcp-server patch-comprehensivepatch-platform-selectivepatch-report-based+3 | 6 | <=2025-11-25 | 56/100 | D |
| 26 | relayer-mcp xns-cloud/relayer-mcp check_claim_statuscheck_email_verifiedcheck_prerequisites+12 | 15 | 2026-07-28+ | 56/100 | D |
| 27 | thoughtbox Kastalien-Research/thoughtbox thoughtbox_executethoughtbox_notebookthoughtbox_peer_notebook+1 | 4 | 2026-07-28+ | 56/100 | D |
| 28 | Company-MCP nstjuliana/Company-MCP describe_tabledescribe_table_detailedexecute_query+7 | 10 | 2026-07-28+ | 55/100 | D |
| 29 | citus-mcp codeforall/citus-mcp citus_activitycitus_advisorcitus_cluster_summary+32 | 35 | 2025-06-18+ | 55/100 | D |
| 30 | mcp-server-docker ofershap/mcp-server-docker container_logscontainer_statsexec_command+7 | 10 | 2026-07-28+ | 55/100 | D |
| 31 | runcept mpecan/runcept activate_environmentadd_processdeactivate_environment+12 | 15 | <=2025-11-25 | 55/100 | D |
| 32 | AnyIDE keyurgolani/AnyIDE docker_actiondocker_inspectdocker_list+8 | 11 | <=2025-11-25 | 54/100 | D |
| 33 | MCP-DEMO-LAB E-Conners-Lab/MCP-DEMO-LAB cache_clearcache_deletecache_get+39 | 42 | <=2025-11-25 | 54/100 | D |
| 34 | academic-mcp spanwich/academic-mcp get_findingsget_limitationsget_methodology+15 | 18 | 2026-07-28+ | 54/100 | D |
| 35 | detrix flashus/detrix add_locationevaluate_expressionget_call_stack+7 | 10 | <=2025-11-25 | 54/100 | D |
| 36 | docker-mcp coolbit-in/docker-mcp build_imagecreate_containerexec_command+12 | 15 | <=2025-11-25 | 54/100 | D |
| 37 | kind-mcp nauticalmike/kind-mcp get_lb_statuskind_build_node_imagekind_create_cluster+12 | 15 | 2026-07-28+ | 54/100 | D |
| 38 | mcp-proxmox bsahane/mcp-proxmox proxmox-get-all-cluster-statusproxmox-list-all-clustersproxmox-list-all-nodes-from-all-clusters+12 | 15 | <=2025-11-25 | 54/100 | D |
| 39 | mongodb-mcp-server mongodb-js/mongodb-mcp-server | 0 | <=2025-11-25 | 54/100 | D |
| 40 | vibekanban shahriarb/vibekanban add_commentcreate_ticketget_kanban_status+4 | 7 | 2026-07-28+ | 54/100 | D |
| 41 | NanoAnalytics callmefredcom/NanoAnalytics activebounce-ratescountries+12 | 15 | 2026-07-28+ | 53/100 | D |
| 42 | Orbit shihwesley/Orbit orbit_get_stateorbit_sandboxorbit_sidecars+3 | 6 | 2026-07-28+ | 53/100 | D |
| 43 | Quitto_Server QuittoGames/Quitto_Server allcreate_machinecreate_user+27 | 30 | <=2025-11-25 | 53/100 | D |
| 44 | RSSidian pedramamini/RSSidian disable_peer_throughenable_peer_throughget_article+9 | 12 | <=2025-11-25 | 53/100 | D |
| 45 | arxiver w00jay/arxiver get_paper_detailsget_recent_papersimport_paper+6 | 9 | <=2025-11-25 | 53/100 | D |
| 46 | chatgpt-mcp-server Toowiredd/chatgpt-mcp-server container_createcontainer_execcontainer_logs+4 | 7 | 2026-07-28+ | 53/100 | D |
| 47 | container-manager-mcp Knuckles-Team/container-manager-mcp cm_image_operationscm_info_operationscm_list_hosts+4 | 7 | <=2025-11-25 | 53/100 | D |
| 48 | mcp-console-automation ooples/mcp-console-automation console_cancel_jobconsole_cleanup_sessionsconsole_clear_output+27 | 30 | <=2025-11-25 | 53/100 | D |
| 49 | mcpmanager akramIOT/mcpmanager add_trusted_caconfigure_clientdiscover_clients+11 | 14 | <=2025-11-25 | 53/100 | D |
| 50 | podman-mcp-server manusa/podman-mcp-server container_inspectcontainer_listcontainer_logs+12 | 15 | <=2025-11-25 | 53/100 | D |