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51 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | OCTALUME Harery/OCTALUME lifecycle_agent_broadcastlifecycle_agent_delegatelifecycle_agent_list+23 | 26 | <=2025-11-25 | 59/100 | D |
| 2 |
| clov-ai Tonyx79/clov-ai awsbriefcheck+20 |
| 23 |
| 2026-07-28+ |
| 59/100 |
| D |
| 3 | mcp-github-pr-issue-analyser saidsef/mcp-github-pr-issue-analyser get_repo_stars_sinceget_user_activities | 2 | 2026-07-28+ | 59/100 | D |
| 4 | simple-claude-code-github-agent GabsFranke/simple-claude-code-github-agent find_definitionsfind_referencesget_context+6 | 9 | 2026-07-28+ | 59/100 | D |
| 5 | wekadocs-matrix bgconley/wekadocs-matrix graph.childrengraph.describegraph.expand+8 | 11 | <=2025-11-25 | 59/100 | D |
| 6 | Code-Index-MCP ViperJuice/Code-Index-MCP get_statuslist_pluginsreindex+2 | 5 | 2026-07-28+ | 58/100 | D |
| 7 | disco Arcane-Fly/disco create_containercreate_fileexecute_command+1 | 4 | <=2025-11-25 | 58/100 | D |
| 8 | design-system-mcp dobryakov/design-system-mcp get_componentget_design_systemget_patterns+2 | 5 | <=2025-11-25 | 57/100 | D |
| 9 | faulkner-db Platano78/faulkner-db add_decisionadd_decision_jsonadd_failure+7 | 10 | <=2025-11-25 | 57/100 | D |
| 10 | inalign Intellirim/inalign analyze_projectestimate_costgenerate_system_prompt+4 | 7 | 2026-07-28+ | 57/100 | D |
| 11 | mcp-gateway Forge-Space/mcp-gateway add_patterncompare_specialistsdelete_pattern+7 | 10 | 2026-07-28+ | 57/100 | D |
| 12 | mcp-notify nirholas/mcp-notify AtomFeedCreateSubscriptionDeleteSubscription+18 | 21 | 2026-07-28+ | 57/100 | D |
| 13 | troubleshoot-mcp-server chris-sanders/troubleshoot-mcp-server grep_filesinitialize_bundlekubectl+3 | 6 | <=2025-11-25 | 57/100 | D |
| 14 | OmoiOS kivo360/OmoiOS broadcast_messageget_messagesmark_message_read+11 | 14 | 2026-07-28+ | 56/100 | D |
| 15 | Overleaf-mcp GhoshSrinjoy/Overleaf-mcp commit_changescreate_filedelete_file+9 | 12 | 2026-07-28+ | 56/100 | D |
| 16 | clio-agent iowarp/clio-agent ask_usercreate_a2ui_surfacecreate_artifact+16 | 19 | 2026-07-28+ | 56/100 | D |
| 17 | kb-mcp moikas-code/kb-mcp analyze_codebasefind_function_callsfind_similar_code+25 | 28 | <=2025-11-25 | 56/100 | D |
| 18 | mcp-eclipse-mat anderruiz/mcp-eclipse-mat analyze_heap_dumpdownload_heap_dumpget_report_summary+3 | 6 | 2026-07-28+ | 56/100 | D |
| 19 | mcp-server rainer85ah/mcp-server ask_question_toolclassify_toolcomplete_text_tool+12 | 15 | 2026-07-28+ | 56/100 | D |
| 20 | claudevn trueorc/claudevn claudevn_add_issuesclaudevn_add_requirementclaudevn_complete_task+11 | 14 | 2026-07-28+ | 55/100 | D |
| 21 | codenav ajacobm/codenav analyze_codebasecomplexity_analysisdependency_analysis+6 | 9 | 2026-07-28+ | 55/100 | D |
| 22 | mcp-screenshot grahama1970/mcp-screenshot annotate_screenshotbatch_capturebatch_describe+7 | 10 | <=2025-11-25 | 55/100 | D |
| 23 | rosetta griddynamics/rosetta get_context_instructionslist_instructionsquery_instructions | 3 | <=2025-11-25 | 55/100 | D |
| 24 | Azure-MCP-Server nomadicmehul/Azure-MCP-Server get_aks_cluster_detailsget_key_vault_detailsget_storage_account_details+9 | 12 | <=2025-11-25 | 54/100 | D |
| 25 | arcagent araujota/arcagent cancel_bountycheck_notificationscheck_worker_status+46 | 49 | 2026-07-28+ | 54/100 | D |
| 26 | koffee cola-io/koffee apply_resourcedelete_resourceget_api_resources+9 | 12 | 2025-06-18+ | 54/100 | D |
| 27 | llamator-mcp-server kyle122497/llamator-mcp-server create_llamator_runget_llamator_run | 2 | 2026-07-28+ | 54/100 | D |
| 28 | selenium-mcp rookieInTraining/selenium-mcp addCookiecaptureScreenshotclear+39 | 42 | 2026-07-28+ | 54/100 | D |
| 29 | st-k8s bhf/st-k8s get_pod_logslist_configmapslist_contexts+18 | 21 | 2026-07-28+ | 54/100 | D |
| 30 | yuque-mcp-server suonian/yuque-mcp-server create_repodelete_repoget_doc+11 | 14 | 2026-07-28+ | 54/100 | D |
| 31 | attune-ai Smart-AI-Memory/attune-ai analyze_batchbug_predictcode_review+28 | 31 | <=2025-11-25 | 53/100 | D |
| 32 | container-manager-mcp Knuckles-Team/container-manager-mcp cm_image_operationscm_info_operationscm_list_hosts+4 | 7 | <=2025-11-25 | 53/100 | D |
| 33 | kubectl-debug-queries yaacov/kubectl-debug-queries debug_helpdebug_read | 2 | <=2025-11-25 | 53/100 | D |
| 34 | mcp-console-automation ooples/mcp-console-automation console_cancel_jobconsole_cleanup_sessionsconsole_clear_output+27 | 30 | <=2025-11-25 | 53/100 | D |
| 35 | Aletheore Aletheore/Aletheore aletheore_answeraletheore_blast_radiusaletheore_branch+29 | 32 | 2026-07-28+ | 52/100 | D |
| 36 | Continuous-Claude-v3 parcadei/Continuous-Claude-v3 git__git_branchgit__git_loggit__git_status+1 | 4 | 2026-07-28+ | 52/100 | D |
| 37 | GateTest crclabs-hq/GateTest audit_logblame_regressioncapture_screenshot+21 | 24 | 2026-07-28+ | 52/100 | D |
| 38 | k8s-auto-heal-mcp-server sandeep-soorya-kumar/k8s-auto-heal-mcp-server auto_fix_crash_loopauto_fix_high_memoryauto_fix_oom+14 | 17 | 2026-07-28+ | 52/100 | D |
| 39 | mcp-server-devops VoTrungKien-23520809/mcp-server-devops check_system_healthdescribe_podget_all_pods+16 | 19 | <=2025-11-25 | 52/100 | D |
| 40 | mcp-constraint-monitor fwornle/mcp-constraint-monitor check_constraintsget_constraint_statusget_violation_history+1 | 4 | <=2025-11-25 | 51/100 | D |
| 41 | mcp-vibe-coding-tools ammilam/mcp-vibe-coding-tools analyze_error_logscreate_validation_scriptexecute_command+18 | 21 | 2026-07-28+ | 51/100 | D |
| 42 | nexus-dev mmornati/nexus-dev ask_agentfind_callersfind_implementations+26 | 29 | <=2025-11-25 | 51/100 | D |
| 43 | opentrace adham90/opentrace connectorsdatabaseerrors+4 | 7 | <=2025-11-25 | 51/100 | D |
| 44 | stylize-mcp-server BryceEWatson/stylize-mcp-server stylize_image | 1 | 2026-07-28+ | 51/100 | D |
| 45 | MCP_CodeAnalysis 0xjcf/MCP_CodeAnalysis analyze-dependenciesanalyze-repositorycreate-session+7 | 10 | 2026-07-28+ | 50/100 | D |
| 46 | ProDisco harche/ProDisco prodisco.runSandboxprodisco.searchTools | 2 | 2026-07-28+ | 50/100 | D |
| 47 | code-search techquestsdev/code-search find_referencesget_file_contentget_file_tree+5 | 8 | 2026-07-28+ | 50/100 | D |
| 48 | document-mcp clchinkc/document-mcp add_paragraphcreate_chaptercreate_document+28 | 31 | 2025-06-18+ | 50/100 | D |
| 49 | markdy-com HoangYell/markdy-com complete_markdy_codeexplain_markdyget_templates+9 | 12 | 2026-07-28+ | 50/100 | D |
| 50 | mcp-devinfra remiphilippe/mcp-devinfra get_docget_helm_chart_readmeget_helm_chart_schema+15 | 18 | 2026-07-28+ | 50/100 | D |