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4,536 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2001 | repomemory Lay4U/repomemory get_statsrecall_contextrecent_failures+4 | 7 | 2026-07-28+ | 51/100 | D |
| 2002 | rubberduck-mcp |
| 7 |
| 2026-07-28+ |
| 51/100 |
| D |
| 2003 | rust-faf-mcp Wolfe-Jam/rust-faf-mcp faf_agentsfaf_autofaf_compress+9 | 12 | <=2025-11-25 | 51/100 | D |
| 2004 | safe-skill-search jo-inc/safe-skill-search searchshowsync+2 | 5 | <=2025-11-25 | 51/100 | D |
| 2005 | sibyl vivien-jourde/sibyl analyze_modelfind_patternsget_model_info+1 | 4 | 2025-06-18+ | 51/100 | D |
| 2006 | smart-search-mcp adminhuan/smart-search-mcp ai_search_aliyun_docsai_search_api_referenceai_search_cnblogs+11 | 14 | 2026-07-28+ | 51/100 | D |
| 2007 | solr-mcp allenday/solr-mcp solr_list_collectionssolr_selectsolr_semantic_select+1 | 4 | <=2025-11-25 | 51/100 | D |
| 2008 | spectrum-mcp pkoch73/spectrum-mcp get_componentget_componentget_component_examples+7 | 10 | 2026-07-28+ | 51/100 | D |
| 2009 | stylize-mcp-server BryceEWatson/stylize-mcp-server stylize_image | 1 | 2026-07-28+ | 51/100 | D |
| 2010 | tai-mcp-memory pxl-research/tai-mcp-memory get_statuslist_topicsmemory_delete+5 | 8 | <=2025-11-25 | 51/100 | D |
| 2011 | test-mcp-server gopa1959/test-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 51/100 | D |
| 2012 | test-remote-mcp-server ammarpersonal550-dot/test-remote-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 51/100 | D |
| 2013 | test-remote-mcp-server Anubhav-1104/test-remote-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 51/100 | D |
| 2014 | test-remote-mcp-server AnkitCoder81/test-remote-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 51/100 | D |
| 2015 | test_remote_mcp_server Asish-Bothsa/test_remote_mcp_server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 51/100 | D |
| 2016 | tool-alchemist-mcp flothjl/tool-alchemist-mcp AddDependencyCreateNewToolBoilerplateGetToolPath | 3 | 2026-07-28+ | 51/100 | D |
| 2017 | uictl-mac-mcp byronjones-elsevier/uictl-mac-mcp uictl_activateuictl_appsuictl_click+27 | 30 | <=2025-11-25 | 51/100 | D |
| 2018 | undesirables-mcp-server sailorpepe/undesirables-mcp-server analyze_beatscreate_bannercreate_memory_relation+35 | 38 | <=2025-11-25 | 51/100 | D |
| 2019 | vcluster-yaml-mcp Piotr1215/vcluster-yaml-mcp create-vcluster-configextract-validation-rulesget-changelog+4 | 7 | 2025-06-18+ | 51/100 | D |
| 2020 | vin-mcp keptlive/vin-mcp batch_decodedecode_vinget_output_preferences+6 | 9 | <=2025-11-25 | 51/100 | D |
| 2021 | vmware-mcp-server adrianlizman/vmware-mcp-server analyze_vm_performanceclone_vmcreate_snapshot+22 | 25 | <=2025-11-25 | 51/100 | D |
| 2022 | wikibench boopdotpng/wikibench click_linkget_pageget_section+3 | 6 | 2026-07-28+ | 51/100 | D |
| 2023 | world-model-mcp SaravananJaichandar/world-model-mcp add_constraintadd_factget_audit_log_head+14 | 17 | <=2025-11-25 | 51/100 | D |
| 2024 | yellhorn-mcp msnidal/yellhorn-mcp create_workplanget_workplanjudge_workplan | 3 | <=2025-11-25 | 51/100 | D |
| 2025 | yitam hadv/yitam forget_contextget_conversation_statsmark_important+4 | 7 | 2026-07-28+ | 51/100 | D |
| 2026 | AIA_Ollama_Basic_Orchestrator Astrowebdeving/AIA_Ollama_Basic_Orchestrator get_tss_stateinspect_imageread_doc+1 | 4 | 2026-07-28+ | 50/100 | D |
| 2027 | Aix-DB apconw/Aix-DB ask_usersql_db_list_tablessql_db_query+1 | 4 | <=2025-11-25 | 50/100 | D |
| 2028 | AliceMemory samrusani/AliceMemory apply_continuity_correctionbuild_continuity_explaincapture_continuity_candidates+28 | 31 | 2026-07-28+ | 50/100 | D |
| 2029 | Bamboo-MCP jjwjr94/Bamboo-MCP ads.get_adsads.get_adsetsads.get_campaigns+2 | 5 | <=2025-11-25 | 50/100 | D |
| 2030 | ClawForge jackjin1997/ClawForge deleteexportextract_news_from_netease+13 | 16 | <=2025-11-25 | 50/100 | D |
| 2031 | DevGuardian Edge-Explorer/DevGuardian agent_swarmdebug_errordockerize+26 | 29 | <=2025-11-25 | 50/100 | D |
| 2032 | Expense-Tracker-MCP-Server- NayyabMalik/Expense-Tracker-MCP-Server- add_expensedelete_expenselist_expenses+2 | 5 | 2026-07-28+ | 50/100 | D |
| 2033 | Git-MCP-Server EnesOzturk11/Git-MCP-Server create_and_board_issuefetch_all_issuesfetch_merged_prs+7 | 10 | 2026-07-28+ | 50/100 | D |
| 2034 | Github-MCP ildunari/Github-MCP comment_on_issuecomment_on_pull_requestcreate_issue+21 | 24 | 2025-06-18+ | 50/100 | D |
| 2035 | HakanMCP sudohakan/HakanMCP aiai_provider_chatbackup+19 | 22 | <=2025-11-25 | 50/100 | D |
| 2036 | MCP-Ghidra5 TheStingR/MCP-Ghidra5 ai_model_statusbinary_difffile+10 | 13 | <=2025-11-25 | 50/100 | D |
| 2037 | MCP-tools-Fintech Ragu3175/MCP-tools-Fintech tool_analyze_sentimenttool_calculate_greekstool_detect_unusual_activity+7 | 10 | <=2025-11-25 | 50/100 | D |
| 2038 | MCP_CodeAnalysis 0xjcf/MCP_CodeAnalysis analyze-dependenciesanalyze-repositorycreate-session+7 | 10 | 2026-07-28+ | 50/100 | D |
| 2039 | MCP_Server tech75rus/MCP_Server clear_collectionget_available_modelsget_collection_info+7 | 10 | <=2025-11-25 | 50/100 | D |
| 2040 | MassGen massgen/MassGen custom_tool__cancel_background_toolcustom_tool__get_background_tool_resultcustom_tool__get_background_tool_status+3 | 6 | <=2025-11-25 | 50/100 | D |
| 2041 | Ops-MCP toni-ramchandani/Ops-MCP get_issue_detailsget_repository_infolist_directory+4 | 7 | <=2025-11-25 | 50/100 | D |
| 2042 | Robot-Framework-AI-Agent-Datadriver jg8481/Robot-Framework-AI-Agent-Datadriver send_docker_ai_agent_prompt_messagesend_local_ai_agent_instruction_filesend_local_ai_agent_prompt_message | 3 | 2026-07-28+ | 50/100 | D |
| 2043 | Synapse MansoorMajeed/Synapse clear_search_historyget_document_infoget_search_history+3 | 6 | <=2025-11-25 | 50/100 | D |
| 2044 | Universal-Decision-Agent-For-Customer-Support shilpamadini/Universal-Decision-Agent-For-Customer-Support account_get_useraccount_get_user_reservationskb_get+4 | 7 | <=2025-11-25 | 50/100 | D |
| 2045 | agent-assembly-line tm243/agent-assembly-line add_diffadd_fileadd_inline_text+5 | 8 | <=2025-11-25 | 50/100 | D |
| 2046 | agent-mcp fregataa/agent-mcp github_get_prgithub_list_pr_commentsgithub_list_pr_reviews+11 | 14 | <=2025-11-25 | 50/100 | D |
| 2047 | agent-memory-rs kensave/agent-memory-rs learnsearch | 2 | <=2025-11-25 | 50/100 | D |
| 2048 | agentaudit-mcp agentaudit-dev/agentaudit-mcp audit_packagecheck_packageconsensus_analysis+4 | 7 | 2026-07-28+ | 50/100 | D |
| 2049 | aishell nborwankar/aishell pull_chatgptpull_claude | 2 | 2026-07-28+ | 50/100 | D |
| 2050 | any-mcp chi-n-nguyen/any-mcp addcalculatecalculate_local+22 | 25 | 2025-06-18+ | 50/100 | D |