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308 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Discord-AI-Agent OoriData/Discord-AI-Agent adderror_toollong_task+1 | 4 | <=2025-11-25 | 49/100 | F |
| 2 | MCP_Server FernandoTN/MCP_Server create_eventdelete_eventfreebusy_query+1 | 4 | <=2025-11-25 | 49/100 | F |
| 3 | dp-mcp devraj21/dp-mcp analyze_table_patternsask_natural_language_querybackup_table_to_minio+14 | 17 | <=2025-11-25 | 49/100 | F |
| 4 | fastmcp-server ggoulet-dev/fastmcp-server send_email | 1 | 2026-07-28+ | 49/100 | F |
| 5 | gmail-mcp vinayak-mehta/gmail-mcp get_email_contentlist_messagessearch_emails | 3 | 2026-07-28+ | 49/100 | F |
| 6 | gmail-mcp shinzo-labs/gmail-mcp create_draft | 1 | 2026-07-28+ | 49/100 | F |
| 7 | gmail-mcp-server Imsharad/gmail-mcp-server add_label_to_emailcreate_draftcreate_gmail_label+19 | 22 | <=2025-11-25 | 49/100 | F |
| 8 | imessage-query-fastmcp-mcp-server hannesrudolph/imessage-query-fastmcp-mcp-server get_chat_transcript | 1 | <=2025-11-25 | 49/100 | F |
| 9 | localdata-mcp ChrisGVE/localdata-mcp analyze_networkexecute_enhanced_queryget_database_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 10 | lyraios GalaxyLLMCI/lyraios call_contractcreate_cpi_transactiondelete_tool+13 | 16 | <=2025-11-25 | 49/100 | F |
| 11 | mcp-gmail sshnaidm/mcp-gmail Get Emails from GmailList Available ToolsSend or Draft Email via Gmail | 3 | <=2025-11-25 | 49/100 | F |
| 12 | mcp-ols mathpn/mcp-ols create_analysis_sessioncreate_residual_plotsdescribe_data+4 | 7 | 2026-07-28+ | 49/100 | F |
| 13 | zero-shot-ai-agents talhabinjaved/zero-shot-ai-agents approve_plancreate_issuecreate_repo+12 | 15 | <=2025-11-25 | 49/100 | F |
| 14 | WhatsApp-MCP elsy77/WhatsApp-MCP connect_whatsappget_whatsapp_chatsget_whatsapp_contacts+5 | 8 | <=2025-11-25 | 48/100 | F |
| 15 | better-email-mcp n24q02m/better-email-mcp configdeletefolders+5 | 8 | 2026-07-28+ | 48/100 | F |
| 16 | gmail-mcp-server-by-cdata CDataSoftware/gmail-mcp-server-by-cdata gmail_get_columnsgmail_get_tablesgmail_run_query | 3 | <=2025-11-25 | 48/100 | F |
| 17 | jarvis-assistant-vocal sosoj92/jarvis-assistant-vocal ajouter_appcall_with_messagelaunch_app | 3 | <=2025-11-25 | 48/100 | F |
| 18 | lance-mcp adiom-data/lance-mcp all_chunks_searchcatalog_searchchunks_search | 3 | 2026-07-28+ | 48/100 | F |
| 19 | macos-imessage-mcp-server CodexLiu/macos-imessage-mcp-server get_chat_messageslist_chatssearch_contacts+2 | 5 | 2026-07-28+ | 48/100 | F |
| 20 | mcp-guide wikibook/mcp-guide addbasic_data_checkcol_data_analysis+24 | 27 | 2026-07-28+ | 48/100 | F |
| 21 | mqtt_uns_viewer slalaure/mqtt_uns_viewer add_semantic_tagscreate_alertcreate_mapper+25 | 28 | 2026-07-28+ | 48/100 | F |
| 22 | multi-platform-mcp-kb j584lee98/multi-platform-mcp-kb get_channel_historyget_file_contentget_thread_replies+12 | 15 | 2026-07-28+ | 48/100 | F |
| 23 | omcp_py fastomop/omcp_py Get_information_SchemaSelect_Queryanalyze_omop_data+11 | 14 | <=2025-11-25 | 48/100 | F |
| 24 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 25 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 26 | telegram-claude-mcp Trum-ok/telegram-claude-mcp claude_generatecreate_conversationcreate_message+6 | 9 | 2026-07-28+ | 48/100 | F |
| 27 | Email-Summarizer-MCP enmanuelmag/Email-Summarizer-MCP mark-emails-as-readsearch-emails | 2 | 2025-06-18+ | 47/100 | F |
| 28 | Gmail-MCP-server TechVest-Global/Gmail-MCP-server get_threadlist_labelsread_email+2 | 5 | 2026-07-28+ | 47/100 | F |
| 29 | Jarvis Vaultified/Jarvis get_weather_infolist_resourceslist_tools+3 | 6 | <=2025-11-25 | 47/100 | F |
| 30 | MCP_Tool_Code_Interpreter_Generator SwetaAIS2024/MCP_Tool_Code_Interpreter_Generator analyze_json_schema_from_samplesapply_child_outputbuild_child_input+12 | 15 | <=2025-11-25 | 47/100 | F |
| 31 | Ollqd leomarviegas/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 47/100 | F |
| 32 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 33 | Trend-News-Notifier nguyennampfiev/Trend-News-Notifier search_hot_news | 1 | 2026-07-28+ | 47/100 | F |
| 34 | agentic-assistant amndzdzdz/agentic-assistant create_upcoming_appointmentdelete_upcoming_appointmentsdisplay_recent_emails+4 | 7 | 2026-07-28+ | 47/100 | F |
| 35 | dajet-mcp-server zhichkin/dajet-mcp-server ExecuteQueryGetDatabaseDescriptionGetDatabaseMetadata+7 | 10 | 2025-06-18+ | 47/100 | F |
| 36 | gmail-mcp-server tszaks/gmail-mcp-server add_labelscreate_draftget_auth_url+6 | 9 | 2026-07-28+ | 47/100 | F |
| 37 | mattermost-mcp-host jagan-shanmugam/mattermost-mcp-host calculatorchat_completioncreate_post+11 | 14 | <=2025-11-25 | 47/100 | F |
| 38 | mcp-assistant AIAtrium/mcp-assistant access_resourceaddget_config+2 | 5 | 2026-07-28+ | 47/100 | F |
| 39 | mcp-server-draft cwattsnogueira/mcp-server-draft write_email_draft | 1 | 2026-07-28+ | 47/100 | F |
| 40 | mcp-teams-test aech-ai/mcp-teams-test delete_contentget_content_countget_messages+8 | 11 | <=2025-11-25 | 47/100 | F |
| 41 | multichatmpc johnnysilvercoast/multichatmpc get_chatget_contact_chatsget_direct_chat_by_contact+6 | 9 | <=2025-11-25 | 47/100 | F |
| 42 | neuron-mcp neurondb/neuron-mcp batch_embeddinggenerate_embeddinggpu_info+22 | 25 | 2025-06-18+ | 47/100 | F |
| 43 | openbridge-mcp openbridge/openbridge-mcp cancel_subscriptioncreate_jobcreate_subscription+25 | 28 | 2026-07-28+ | 47/100 | F |
| 44 | wechat-db-decrypt-macos mohamed125198/wechat-db-decrypt-macos get_chat_historyget_contactsget_recent_sessions+2 | 5 | 2026-07-28+ | 47/100 | F |
| 45 | AgentCloak ryanfren/AgentCloak create_draftget_threadlist_drafts+5 | 8 | 2026-07-28+ | 46/100 | F |
| 46 | CensusChat hollandkevint/CensusChat calculate_medicare_eligibilityexecute_drill_down_queryexecute_query+7 | 10 | <=2025-11-25 | 46/100 | F |
| 47 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 48 | asset-aware-mcp u9401066/asset-aware-mcp get_docx_contentget_job_statusingest_docx+1 | 4 | <=2025-11-25 | 46/100 | F |
| 49 | c2sagent C2SAgent/c2sagent answer_with_server_code_streamingask_agentcall_tool+14 | 17 | 2026-07-28+ | 46/100 | F |
| 50 | dblink-mcp patricksabry1/dblink-mcp add_database_connectioncompare_query_resultsdetect_schema_differences+2 | 5 | <=2025-11-25 | 46/100 | F |