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113 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | act-testing-mcp GarthDB/act-testing-mcp act_doctorlist_workflowsrun_workflow+1 | 4 | 2026-07-28+ | 69/100 | C |
| 2 | dindbox bob-ros2/dindbox |
| 19 |
| 2026-07-28+ |
| 69/100 |
| C |
| 3 | coding-agent-loop manishiitg/coding-agent-loop capture_contextget_activity_statustrigger_and_auto_notify | 3 | 2026-07-28+ | 67/100 | C |
| 4 | codebadger Lekssays/codebadger find_command_injection_sinkslist_callslist_methods | 3 | <=2025-11-25 | 66/100 | C |
| 5 | cyberrescue Vivekpatil200320/cyberrescue execute_isolated_scriptinspect_memory_dumpstream_container_logs | 3 | <=2025-11-25 | 66/100 | C |
| 6 | fleet wrxck/fleet fleet_audit_guidelinesfleet_audit_ignorefleet_audit_run+30 | 33 | 2026-07-28+ | 66/100 | C |
| 7 | mle_kit_mcp IlyaGusev/mle_kit_mcp bashinstall_with_aptllm_proxy_local+7 | 10 | 2026-07-28+ | 64/100 | C |
| 8 | skypilot-code-sandbox alex000kim/skypilot-code-sandbox close_sessioncreate_sessionexecute_code+3 | 6 | <=2025-11-25 | 64/100 | C |
| 9 | amiga_mcp geekychris/amiga_mcp amiga_buildamiga_cleanamiga_connect+4 | 7 | <=2025-11-25 | 63/100 | C |
| 10 | code-sandbox-mcp lemonlyue/code-sandbox-mcp execute_code_in_sandbox | 1 | <=2025-11-25 | 63/100 | C |
| 11 | localstack-mcp-server localstack/localstack-mcp-server localstack-app-inspector | 1 | 2026-07-28+ | 63/100 | C |
| 12 | mcp-sandboxd jeliasson/mcp-sandboxd delete_sandboxrestart_sandboxrun_sandbox | 3 | 2025-06-18+ | 63/100 | C |
| 13 | mtw-e2e-runner fastslack/mtw-e2e-runner e2e_analyzee2e_create_modulee2e_create_test+11 | 14 | <=2025-11-25 | 63/100 | C |
| 14 | station cloudshipai/station codecoding_branchcoding_close+3 | 6 | 2026-07-28+ | 63/100 | C |
| 15 | YAET invince/YAET ftp_list_filesftp_read_fileftp_write_file+12 | 15 | <=2025-11-25 | 62/100 | C |
| 16 | open-computer-use Wide-Moat/open-computer-use bashcreate_filestr_replace+2 | 5 | <=2025-11-25 | 62/100 | C |
| 17 | rolldev-mcp-server dockergiant/rolldev-mcp-server rolldev_composerrolldev_db_queryrolldev_list_environments+7 | 10 | 2026-07-28+ | 62/100 | C |
| 18 | socraticode giancarloerra/socraticode codebase_aboutcodebase_contextcodebase_context_index+24 | 27 | <=2025-11-25 | 62/100 | C |
| 19 | jupyter-mcp-server datalayer/jupyter-mcp-server launch_sandboxlist_sandboxesterminate_sandbox+1 | 4 | <=2025-11-25 | 61/100 | C |
| 20 | tigl-mcp cmudrc/tigl-mcp close_cpacsexport_component_meshexport_configuration_cad+3 | 6 | 2025-06-18+ | 61/100 | C |
| 21 | clov-ai alexandephilia/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 60/100 | C |
| 22 | codebadger qcri/codebadger codebase_overviewfind_command_injection_sinkslist_calls+2 | 5 | <=2025-11-25 | 60/100 | C |
| 23 | gridctl gridctl/gridctl tools search | 1 | 2026-07-28+ | 60/100 | C |
| 24 | har os-factory/har har_add_linehar_add_pluginhar_add_work_unit_link+21 | 24 | 2025-06-18+ | 60/100 | C |
| 25 | node-code-sandbox-mcp alfonsograziano/node-code-sandbox-mcp get_dependency_typesrun_jsrun_js_ephemeral+4 | 7 | <=2025-11-25 | 60/100 | C |
| 26 | code-buddy Abhi-vish/code-buddy analyze_codecopy_filecreate_directory+25 | 28 | 2026-07-28+ | 49/100 | F |
| 27 | sandbox-mcp Tsuchijo/sandbox-mcp create_container_environmentcreate_file_in_containerexecute_command_in_container+3 | 6 | 2026-07-28+ | 49/100 | F |
| 28 | userful-mcps daltonnyx/userful-mcps check_dockerconvert_formatconvert_to_pdf+5 | 8 | <=2025-11-25 | 49/100 | F |
| 29 | rlang-mcp-python saidsurucu/rlang-mcp-python create_ggplotexecute_r_codeexecute_r_file+4 | 7 | 2026-07-28+ | 48/100 | F |
| 30 | HostBridge keyurgolani/HostBridge docker_actiondocker_inspectdocker_list+8 | 11 | <=2025-11-25 | 47/100 | F |
| 31 | 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 |
| 32 | code-sandbox-mcp philschmid/code-sandbox-mcp run_javascript_coderun_python_code | 2 | 2026-07-28+ | 47/100 | F |
| 33 | deebo-prototype MjrTom/deebo-prototype checkread_deebo_guidestart | 3 | 2026-07-28+ | 47/100 | F |
| 34 | mcp-server-deployer hzhangse-ai-agent/mcp-server-deployer build_all_imagesdeploy_moduledeploy_subproject+2 | 5 | 2026-07-28+ | 47/100 | F |
| 35 | mcp-server-devpod Protobomb/mcp-server-devpod context_listlist_providerslist_workspaces+7 | 10 | 2026-07-28+ | 47/100 | F |
| 36 | mcp_shamash NeoTecDigital/mcp_shamash check_compliancegenerate_remediationmanage_custom_rules+5 | 8 | 2026-07-28+ | 47/100 | F |
| 37 | AI-Agents-Orchestrator hoangsonww/AI-Agents-Orchestrator agentic_team_configagentic_team_executeagentic_team_health+16 | 19 | 2026-07-28+ | 46/100 | F |
| 38 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 39 | borgos vizi2000/borgos analyze_codedelete_filedeploy_project+11 | 14 | <=2025-11-25 | 46/100 | F |
| 40 | mcp-hub amani-patrick/mcp-hub detect_breaking_changesscan_config_pathvalidate_response | 3 | 2026-07-28+ | 46/100 | F |
| 41 | mcp-selenium-grid CatchNip/mcp-selenium-grid create_browsersdelete_browsers | 2 | 2026-07-28+ | 46/100 | F |
| 42 | next-mcp chukaofili/next-mcp generate_base_componentsgenerate_dockerfilegenerate_readme+5 | 8 | <=2025-11-25 | 46/100 | F |
| 43 | claude-code-bridge Sabrealfred/claude-code-bridge agent_postagent_readclaude_code_task+4 | 7 | <=2025-11-25 | 45/100 | F |
| 44 | mcp-devcontainers AI-QL/mcp-devcontainers devcontainer_cleanupdevcontainer_execdevcontainer_list+3 | 6 | <=2025-11-25 | 45/100 | F |
| 45 | mcp-servers ahmadpx/mcp-servers build_imagecreate_containercreate_network+17 | 20 | 2026-07-28+ | 45/100 | F |
| 46 | npm-project-mcp nmdhrk/npm-project-mcp check-process-statuslist-npm-scriptlist-running-processes+3 | 6 | 2026-07-28+ | 45/100 | F |
| 47 | prolog-mcp-server wendelinism/prolog-mcp-server add_clauseget_clausesquery_prolog+3 | 6 | 2026-07-28+ | 45/100 | F |
| 48 | mcp-dev-server dillip285/mcp-dev-server call_toolcreate_compose_configcreate_docker_environment+22 | 25 | <=2025-11-25 | 44/100 | F |
| 49 | mcp-server weikio/mcp-server add_profileapply_configget_component_details+9 | 12 | 2026-07-28+ | 44/100 | F |
| 50 | mcp-tools shaharia-lab/mcp-tools bashcatcurl+8 | 11 | <=2025-11-25 | 44/100 | F |