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1,616 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 851 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgent |
| 14 |
| 2026-07-28+ |
| 48/100 |
| F |
| 852 | playwright-ai-integration chrisminnick/playwright-ai-integration click_elementclose_browserfill_input+9 | 12 | 2026-07-28+ | 48/100 | F |
| 853 | pr-mcp-server valentin-harrang/pr-mcp-server analyze_branchcreate_prcreate_pr_complete+5 | 8 | 2026-07-28+ | 48/100 | F |
| 854 | prow-mcp-server redhat-community-ai-tools/prow-mcp-server diagnose_periodic_failuresdiagnose_pr_build_statusdiagnose_pr_failures+11 | 14 | <=2025-11-25 | 48/100 | F |
| 855 | rlang-mcp-python saidsurucu/rlang-mcp-python create_ggplotexecute_r_codeexecute_r_file+4 | 7 | 2026-07-28+ | 48/100 | F |
| 856 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 857 | skill-ninja-mcp-server aktsmm/skill-ninja-mcp-server skillNinja_addSourceskillNinja_installskillNinja_list+6 | 9 | 2026-07-28+ | 48/100 | F |
| 858 | spelungit haacked/spelungit get_commit_detailsget_repository_statusindex_repository+2 | 5 | <=2025-11-25 | 48/100 | F |
| 859 | ssd-ai ssdeanx/ssd-ai analyze_complexityanalyze_problemanalyze_prompt+33 | 36 | <=2025-11-25 | 48/100 | F |
| 860 | taskbeacon-mcp TaskBeacon/taskbeacon-mcp build_taskdownload_tasklist_tasks+2 | 5 | 2026-07-28+ | 48/100 | F |
| 861 | techlead jayehmke/techlead consult_tech_leadreview_code | 2 | 2026-07-28+ | 48/100 | F |
| 862 | tmux-claude-mcp-server michael-abdo/tmux-claude-mcp-server enhancedReadenhancedSendexecuteParallel+16 | 19 | <=2025-11-25 | 48/100 | F |
| 863 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 864 | AITreasureBox superiorlu/AITreasureBox add_reposfetch_reposget_repo_info+6 | 9 | 2026-07-28+ | 47/100 | F |
| 865 | CTX Alegau03/CTX askbenchmark_memory_abbenchmark_memory_suite+28 | 31 | 2026-07-28+ | 47/100 | F |
| 866 | Code-Knowledge-Graph ishandutta2007/Code-Knowledge-Graph get_node_detailssearch_nodes | 2 | 2026-07-28+ | 47/100 | F |
| 867 | Easy-MCP-AutoCad zh19980811/Easy-MCP-AutoCad count_text_patternscreate_new_drawingdraw_circle+3 | 6 | 2026-07-28+ | 47/100 | F |
| 868 | FastSkills nj19257/FastSkills install_cloud_skilllist_skillssearch_cloud_skills | 3 | 2026-07-28+ | 47/100 | F |
| 869 | GITHUB-MCP-SERVER Harshit-123-kasaundhan/GITHUB-MCP-SERVER analyze_repo_healthcomment_on_prcreate_issue+2 | 5 | <=2025-11-25 | 47/100 | F |
| 870 | GitHub-Security-MCP-Server RickardHF/GitHub-Security-MCP-Server create-new-branchcreate-new-pull-requestcreate-security-issue+7 | 10 | 2026-07-28+ | 47/100 | F |
| 871 | Github-MCP-Server relix23/Github-MCP-Server create_github_issuecreate_pull_request_with_branchget_file_content+2 | 5 | 2026-07-28+ | 47/100 | F |
| 872 | HostBridge keyurgolani/HostBridge docker_actiondocker_inspectdocker_list+8 | 11 | <=2025-11-25 | 47/100 | F |
| 873 | MCP-Server-App ovokpus/MCP-Server-App create_quote_cardcreate_social_postget_slide_image+7 | 10 | 2026-07-28+ | 47/100 | F |
| 874 | 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 |
| 875 | Nimbus nimbus-agent/Nimbus assessImpactbrowser_clickbrowser_navigate+11 | 14 | <=2025-11-25 | 47/100 | F |
| 876 | OpenMemory Chimdiiii/OpenMemory adddeletegetAll+12 | 15 | 2026-07-28+ | 47/100 | F |
| 877 | RagThisCode ValerianRey/RagThisCode similarity_search | 1 | 2026-07-28+ | 47/100 | F |
| 878 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 879 | ai-dev-toolkit-template hartou/ai-dev-toolkit-template rag_get_examplesrag_get_statsrag_search+2 | 5 | 2026-07-28+ | 47/100 | F |
| 880 | ai_Ml_c_mcp saumya1317/ai_Ml_c_mcp get_commitsget_discussionsget_issues+5 | 8 | 2026-07-28+ | 47/100 | F |
| 881 | claude-critical-rules-mcp optimaquantum/claude-critical-rules-mcp check_for_updatesget_rules_summaryget_version_info+2 | 5 | 2026-07-28+ | 47/100 | F |
| 882 | claude-mcp-setup souravs72/claude-mcp-setup add_tasks_to_goalclear_cachecreate_directory+28 | 31 | <=2025-11-25 | 47/100 | F |
| 883 | code-sandbox-mcp philschmid/code-sandbox-mcp run_javascript_coderun_python_code | 2 | 2026-07-28+ | 47/100 | F |
| 884 | deebo-prototype MjrTom/deebo-prototype checkread_deebo_guidestart | 3 | 2026-07-28+ | 47/100 | F |
| 885 | dev-workflow-mcp-server programinglive/dev-workflow-mcp-server check_ready_to_commitcommit_and_pushcomplete_task+19 | 22 | 2026-07-28+ | 47/100 | F |
| 886 | github-mcp-server Kishor129129/github-mcp-server close_issuelabel_issuelist_repos+2 | 5 | 2026-07-28+ | 47/100 | F |
| 887 | glassbox-ai agentic-trust-labs/glassbox-ai bashcreatestr_replace+1 | 4 | 2026-07-28+ | 47/100 | F |
| 888 | hugo-mcp SunnyCloudYang/hugo-mcp build_sitecheck_git_installationcheck_go_installation+12 | 15 | 2026-07-28+ | 47/100 | F |
| 889 | mcp-devprompts matterai/mcp-devprompts read-gist | 1 | 2026-07-28+ | 47/100 | F |
| 890 | mcp-server-codegraph CartographAI/mcp-server-codegraph indexlist_entity_relationshipslist_file_entities | 3 | 2026-07-28+ | 47/100 | F |
| 891 | mcp-server-deployer hzhangse-ai-agent/mcp-server-deployer build_all_imagesdeploy_moduledeploy_subproject+2 | 5 | 2026-07-28+ | 47/100 | F |
| 892 | mcp-server-devpod Protobomb/mcp-server-devpod context_listlist_providerslist_workspaces+7 | 10 | 2026-07-28+ | 47/100 | F |
| 893 | mcp-ticketer bobmatnyc/mcp-ticketer attachmentticket_analyzeticket_bulk+1 | 4 | 2026-07-28+ | 47/100 | F |
| 894 | mcp_shamash NeoTecDigital/mcp_shamash check_compliancegenerate_remediationmanage_custom_rules+5 | 8 | 2026-07-28+ | 47/100 | F |
| 895 | n8n-node-validator-mcp andrewlwn77/n8n-node-validator-mcp compare_nodesfetch_node_specvalidate_n8n_node | 3 | 2026-07-28+ | 47/100 | F |
| 896 | neuron-mcp neurondb/neuron-mcp batch_embeddinggenerate_embeddinggpu_info+22 | 25 | 2025-06-18+ | 47/100 | F |
| 897 | openbridge-mcp openbridge/openbridge-mcp cancel_subscriptioncreate_jobcreate_subscription+25 | 28 | 2026-07-28+ | 47/100 | F |
| 898 | orbit alinsgit/orbit add_host_elevatedadd_service_to_pathadd_to_path+42 | 45 | 2026-07-28+ | 47/100 | F |
| 899 | organon andrii-su/organon archivecleancontext+17 | 20 | <=2025-11-25 | 47/100 | F |
| 900 | paws-on-mcp hemanth/paws-on-mcp get_github_js_weeklyget_github_python_dailyget_github_trending+9 | 12 | <=2025-11-25 | 47/100 | F |