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370 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | JoySafeter jd-opensource/JoySafeter preview_skilltavily_searchthink_tool | 3 | <=2025-11-25 | 61/100 | C |
| 52 | TailOpsMCP mdlmarkham/TailOpsMCP get_container_listget_container_logsinspect_container+3 | 6 | 2026-07-28+ | 61/100 | C |
| 53 | docker-mcp-server kalyanram262/docker-mcp-server create_containerget_container_statshealth_check+6 | 9 | <=2025-11-25 | 61/100 | C |
| 54 | jupyter-mcp-server datalayer/jupyter-mcp-server launch_sandboxlist_sandboxesterminate_sandbox+1 | 4 | <=2025-11-25 | 61/100 | C |
| 55 | mcp-server-devops kogunlowo123/mcp-server-devops ansible_run_playbookdocker_builddocker_list_containers+3 | 6 | 2026-07-28+ | 61/100 | C |
| 56 | tigl-mcp cmudrc/tigl-mcp close_cpacsexport_component_meshexport_configuration_cad+3 | 6 | 2025-06-18+ | 61/100 | C |
| 57 | DevOpsMCP-Server JH-A-Kim/DevOpsMCP-Server basic_greeting_testcheck_port_listeningcheck_process_running+6 | 9 | 2026-07-28+ | 60/100 | C |
| 58 | clov-ai alexandephilia/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 60/100 | C |
| 59 | codebadger qcri/codebadger codebase_overviewfind_command_injection_sinkslist_calls+2 | 5 | <=2025-11-25 | 60/100 | C |
| 60 | docker-agent-backend ahmed-gelemli/docker-agent-backend docker_healthdocker_versionget_container+7 | 10 | <=2025-11-25 | 60/100 | C |
| 61 | gridctl gridctl/gridctl tools search | 1 | 2026-07-28+ | 60/100 | C |
| 62 | har os-factory/har har_add_linehar_add_pluginhar_add_work_unit_link+21 | 24 | 2025-06-18+ | 60/100 | C |
| 63 | mcp-anywhere locomotive-agency/mcp-anywhere add_server_getconfig_downloadconfig_instructions+10 | 13 | 2026-07-28+ | 60/100 | C |
| 64 | node-code-sandbox-mcp alfonsograziano/node-code-sandbox-mcp get_dependency_typesrun_jsrun_js_ephemeral+4 | 7 | <=2025-11-25 | 60/100 | C |
| 65 | pineforge-backtest-mcp pineforge-4pass/pineforge-backtest-mcp backtestbacktest_gridbinance_klines_csv+5 | 8 | 2026-07-28+ | 60/100 | C |
| 66 | sysmetrics-mcp raythurman2386/sysmetrics-mcp get_alertsget_cpu_metricsget_disk_io_metrics+16 | 19 | 2026-07-28+ | 60/100 | C |
| 67 | AIDA Vasco0x4/AIDA add_cardcreate_assessmentlist_assessments+3 | 6 | 2026-07-28+ | 59/100 | D |
| 68 | Exegol-MCP ThePorgs/Exegol-MCP download_imageexecute_command_in_containerexecute_remote_command+8 | 11 | 2026-07-28+ | 59/100 | D |
| 69 | MCP-Server-Docker minopeef/MCP-Server-Docker build_imagecreate_containercreate_network+16 | 19 | <=2025-11-25 | 59/100 | D |
| 70 | claude-code-tool-manager tylergraydev/claude-code-tool-manager assign_mcp_to_projectcall_mcp_toolcreate_hook+26 | 29 | <=2025-11-25 | 59/100 | D |
| 71 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 72 | code-sandbox-mcp timlikesai/code-sandbox-mcp execute_codereset_sessionvalidate_code | 3 | 2026-07-28+ | 59/100 | D |
| 73 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 74 | 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 |
| 75 | go-docker-images-mcp takanoriyanagitani/go-docker-images-mcp images | 1 | 2026-07-28+ | 59/100 | D |
| 76 | kdeps kdeps/kdeps embedding_searchembedding_vectorizehttp_request+5 | 8 | 2026-07-28+ | 59/100 | D |
| 77 | mcp-server-templates Data-Everything/mcp-server-templates add_ticket_commentcreate_ticketcreate_user+13 | 16 | <=2025-11-25 | 59/100 | D |
| 78 | plugin-devtools-docker orchestra-mcp/plugin-devtools-docker docker_compose_downdocker_compose_updocker_exec+7 | 10 | 2026-07-28+ | 59/100 | D |
| 79 | sandy jamestelfer/sandy primesandy_checksandy_create_session+3 | 6 | <=2025-11-25 | 59/100 | D |
| 80 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 81 | autoteam diazoxide/autoteam CreateWorkerDeleteWorkerDeployWorker+21 | 24 | 2026-07-28+ | 58/100 | D |
| 82 | cybersec-toolkit 26zl/cybersec-toolkit audit_serverbuild_guided_plancheck_installed+12 | 15 | 2026-07-28+ | 58/100 | D |
| 83 | disco Arcane-Fly/disco create_containercreate_fileexecute_command+1 | 4 | <=2025-11-25 | 58/100 | D |
| 84 | mcp-run-code musashimiyomoto/mcp-run-code run_code | 1 | <=2025-11-25 | 58/100 | D |
| 85 | mcp-server-docker JohnDroben/mcp-server-docker build_imagecreate_containercreate_network+16 | 19 | 2026-07-28+ | 58/100 | D |
| 86 | outerspace-apizr Alien6-Studio/outerspace-apizr analyze_fileconvert_notebookgenerate_dockerfile+4 | 7 | 2026-07-28+ | 58/100 | D |
| 87 | SSH-MCP Harsh-2002/SSH-MCP connectdb_querydb_schema+5 | 8 | 2026-07-28+ | 57/100 | D |
| 88 | cuga-agent cuga-project/cuga-agent clickget_agent_resultgo_back+9 | 12 | 2026-07-28+ | 57/100 | D |
| 89 | mcp launchframe-dev/mcp architecture_get_overviewauth_get_decorator_usageauth_get_guard_usage+36 | 39 | 2026-07-28+ | 57/100 | D |
| 90 | mcp-agent-builder-go manishiitg/mcp-agent-builder-go capture_contextget_activity_status | 2 | <=2025-11-25 | 57/100 | D |
| 91 | mcp-godocker santoshkal/mcp-godocker create_containercreate_networkcreate_volume+2 | 5 | 2026-07-28+ | 57/100 | D |
| 92 | tonl-mcp-bridge kryptomrx/tonl-mcp-bridge calculate_savingsconvert_to_tonlparse_tonl | 3 | 2026-07-28+ | 57/100 | D |
| 93 | code-sandbox-mcp Automata-Labs-team/code-sandbox-mcp copy_filecopy_file_from_sandboxcopy_project+4 | 7 | <=2025-11-25 | 56/100 | D |
| 94 | docker_mcp zaycruz/docker_mcp create_container | 1 | <=2025-11-25 | 56/100 | D |
| 95 | mcp-maigret BurtTheCoder/mcp-maigret parse_urlsearch_username | 2 | 2026-07-28+ | 56/100 | D |
| 96 | mcp-server project-copacetic/mcp-server patch-comprehensivepatch-platform-selectivepatch-report-based+3 | 6 | <=2025-11-25 | 56/100 | D |
| 97 | relayer-mcp xns-cloud/relayer-mcp check_claim_statuscheck_email_verifiedcheck_prerequisites+12 | 15 | 2026-07-28+ | 56/100 | D |
| 98 | browser-connect-mcp perception30/browser-connect-mcp backend_debugger_attachbackend_logs_streambrowser_connect+10 | 13 | <=2025-11-25 | 55/100 | D |
| 99 | claudevn trueorc/claudevn claudevn_add_issuesclaudevn_add_requirementclaudevn_complete_task+11 | 14 | 2026-07-28+ | 55/100 | D |
| 100 | manim-mcp wstcpyt/manim-mcp list_fileswrite_file | 2 | 2026-07-28+ | 55/100 | D |