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109 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Api-Test-MCP GalaxyXieyu/Api-Test-MCP delete_testcaseget_mcp_metricsget_test_results+7 | 10 | <=2025-11-25 | 49/100 | F |
| 2 | code-buddy |
| 28 |
| 2026-07-28+ |
| 49/100 |
| F |
| 3 | curso-mcp scops/curso-mcp analyze_paper_with_confirmationchiste_de_padrecompare_papers+33 | 36 | 2025-06-18+ | 49/100 | F |
| 4 | sandbox-mcp Tsuchijo/sandbox-mcp create_container_environmentcreate_file_in_containerexecute_command_in_container+3 | 6 | 2026-07-28+ | 49/100 | F |
| 5 | userful-mcps daltonnyx/userful-mcps check_dockerconvert_formatconvert_to_pdf+5 | 8 | <=2025-11-25 | 49/100 | F |
| 6 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 7 | rlang-mcp-python saidsurucu/rlang-mcp-python create_ggplotexecute_r_codeexecute_r_file+4 | 7 | 2026-07-28+ | 48/100 | F |
| 8 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 9 | HostBridge keyurgolani/HostBridge docker_actiondocker_inspectdocker_list+8 | 11 | <=2025-11-25 | 47/100 | F |
| 10 | 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 |
| 11 | code-sandbox-mcp philschmid/code-sandbox-mcp run_javascript_coderun_python_code | 2 | 2026-07-28+ | 47/100 | F |
| 12 | deebo-prototype MjrTom/deebo-prototype checkread_deebo_guidestart | 3 | 2026-07-28+ | 47/100 | F |
| 13 | dev-workflow-mcp-server programinglive/dev-workflow-mcp-server check_ready_to_commitcommit_and_pushcomplete_task+19 | 22 | 2026-07-28+ | 47/100 | F |
| 14 | mcp-server-deployer hzhangse-ai-agent/mcp-server-deployer build_all_imagesdeploy_moduledeploy_subproject+2 | 5 | 2026-07-28+ | 47/100 | F |
| 15 | mcp-server-devpod Protobomb/mcp-server-devpod context_listlist_providerslist_workspaces+7 | 10 | 2026-07-28+ | 47/100 | F |
| 16 | mcp_shamash NeoTecDigital/mcp_shamash check_compliancegenerate_remediationmanage_custom_rules+5 | 8 | 2026-07-28+ | 47/100 | F |
| 17 | AI-Agents-Orchestrator hoangsonww/AI-Agents-Orchestrator agentic_team_configagentic_team_executeagentic_team_health+16 | 19 | 2026-07-28+ | 46/100 | F |
| 18 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 19 | borgos vizi2000/borgos analyze_codedelete_filedeploy_project+11 | 14 | <=2025-11-25 | 46/100 | F |
| 20 | dbc-query avirar/dbc-query cross_referenceexplain_fieldget_dbc_file_info+8 | 11 | 2026-07-28+ | 46/100 | F |
| 21 | mcp-hub amani-patrick/mcp-hub detect_breaking_changesscan_config_pathvalidate_response | 3 | 2026-07-28+ | 46/100 | F |
| 22 | mcp-selenium-grid CatchNip/mcp-selenium-grid create_browsersdelete_browsers | 2 | 2026-07-28+ | 46/100 | F |
| 23 | next-mcp chukaofili/next-mcp generate_base_componentsgenerate_dockerfilegenerate_readme+5 | 8 | <=2025-11-25 | 46/100 | F |
| 24 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 25 | DevTools JCP-VISION/DevTools analyze_videoanalyze_video_transcript_onlyanalyze_video_visuals_only+20 | 23 | 2026-07-28+ | 45/100 | F |
| 26 | claude-code-bridge Sabrealfred/claude-code-bridge agent_postagent_readclaude_code_task+4 | 7 | <=2025-11-25 | 45/100 | F |
| 27 | mcp-devcontainers AI-QL/mcp-devcontainers devcontainer_cleanupdevcontainer_execdevcontainer_list+3 | 6 | <=2025-11-25 | 45/100 | F |
| 28 | mcp-servers ahmadpx/mcp-servers build_imagecreate_containercreate_network+17 | 20 | 2026-07-28+ | 45/100 | F |
| 29 | npm-project-mcp nmdhrk/npm-project-mcp check-process-statuslist-npm-scriptlist-running-processes+3 | 6 | 2026-07-28+ | 45/100 | F |
| 30 | prolog-mcp-server wendelinism/prolog-mcp-server add_clauseget_clausesquery_prolog+3 | 6 | 2026-07-28+ | 45/100 | F |
| 31 | mcp-dev-server dillip285/mcp-dev-server call_toolcreate_compose_configcreate_docker_environment+22 | 25 | <=2025-11-25 | 44/100 | F |
| 32 | mcp-server weikio/mcp-server add_profileapply_configget_component_details+9 | 12 | 2026-07-28+ | 44/100 | F |
| 33 | mcp-tools shaharia-lab/mcp-tools bashcatcurl+8 | 11 | <=2025-11-25 | 44/100 | F |
| 34 | mcp-tools GavenHwang/mcp-tools create_userdb_schemaget_zentao_bug+3 | 6 | 2026-07-28+ | 43/100 | F |
| 35 | provimedia-mcp provimedia/provimedia-mcp chainguard_alertchainguard_check_criteriachainguard_clear_alerts+13 | 16 | 2026-07-28+ | 43/100 | F |
| 36 | sunaba wally-an/sunaba env_cleanenv_startenv_status+4 | 7 | <=2025-11-25 | 43/100 | F |
| 37 | continew-generator-mcp 93938791/continew-generator-mcp configureProjectPathsgetGenerationGuideresetPathConfig+1 | 4 | <=2025-11-25 | 42/100 | F |
| 38 | midnight-local-devnet devrelaicom/midnight-local-devnet check_healthderive_addressfund_account+10 | 13 | <=2025-11-25 | 42/100 | F |
| 39 | ssh-mcp-server mehmet21ozcelik/ssh-mcp-server ssh_execssh_get_configssh_list_allowed+1 | 4 | 2026-07-28+ | 42/100 | F |
| 40 | AEnvironment inclusionAI/AEnvironment | 0 | <=2025-11-25 | 41/100 | F |
| 41 | AI-VIBE-CLI-PYTHON mk-knight23/AI-VIBE-CLI-PYTHON rag_index | 1 | <=2025-11-25 | 41/100 | F |
| 42 | CodeBuddy-MCP satwik6941/CodeBuddy-MCP execute_bashexecute_pythonlist_local_files+10 | 13 | 2026-07-28+ | 41/100 | F |
| 43 | classic-q-interface 13shivam/classic-q-interface check-dockerclose-appcreate-session+12 | 15 | 2026-07-28+ | 41/100 | F |
| 44 | mcp-prompts sparesparrow/mcp-prompts analyze_changed_codeanalyze_codedebug_session_start+4 | 7 | 2026-07-28+ | 41/100 | F |
| 45 | nimgenie gokr/nimgenie check_syntaxexecute_external_queryexecute_external_transaction+20 | 23 | 2026-07-28+ | 41/100 | F |
| 46 | odoo-intelligence-mcp cbusillo/odoo-intelligence-mcp analyze_field_valuesanalyze_inheritance_chainanalyze_patterns+23 | 26 | <=2025-11-25 | 41/100 | F |
| 47 | AItelier linxuhao/AItelier state_graph_helpstate_graph_readstate_graph_write | 3 | 2026-07-28+ | 40/100 | F |
| 48 | atest-ext-store-orm LinuxSuRen/atest-ext-store-orm database-query | 1 | 2026-07-28+ | 40/100 | F |
| 49 | colloid dd-colloid-inc/colloid initializetools/calltools/list+2 | 5 | <=2025-11-25 | 40/100 | F |
| 50 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |