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211 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 |
| aws-open-data-mcp domdomegg/aws-open-data-mcp get_datasetsearch_datasets |
| 2 |
| 2025-06-18+ |
| 78/100 |
| B |
| 2 | gmail-mcp pouyanafisi/gmail-mcp batch_delete_emailsbatch_modify_emailscount_emails+17 | 20 | 2026-07-28+ | 76/100 | B |
| 3 | dartwork-mpl dartworklabs/dartwork-mpl fetch_github_documentget_color_valuemix_colors | 3 | 2026-07-28+ | 74/100 | B |
| 4 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 5 | Medium-Agent N1KH1LT0X1N/Medium-Agent medium_batchmedium_castmedium_export+4 | 7 | 2026-07-28+ | 71/100 | B |
| 6 | mcp-server MassimilianoPili/mcp-server api_getapi_healthapi_post+6 | 9 | 2026-07-28+ | 71/100 | B |
| 7 | universe pappcorn/universe mail_archivemail_draftmail_label+17 | 20 | 2026-07-28+ | 71/100 | B |
| 8 | fastmcp-server ggoulet-dev/fastmcp-server send_email | 1 | 2026-07-28+ | 49/100 | F |
| 9 | gmail-mcp vinayak-mehta/gmail-mcp get_email_contentlist_messagessearch_emails | 3 | 2026-07-28+ | 49/100 | F |
| 10 | gmail-mcp shinzo-labs/gmail-mcp create_draft | 1 | 2026-07-28+ | 49/100 | F |
| 11 | gmail-mcp-server Imsharad/gmail-mcp-server add_label_to_emailcreate_draftcreate_gmail_label+19 | 22 | <=2025-11-25 | 49/100 | F |
| 12 | imessage-query-fastmcp-mcp-server hannesrudolph/imessage-query-fastmcp-mcp-server get_chat_transcript | 1 | <=2025-11-25 | 49/100 | F |
| 13 | mcp-gmail sshnaidm/mcp-gmail Get Emails from GmailList Available ToolsSend or Draft Email via Gmail | 3 | <=2025-11-25 | 49/100 | F |
| 14 | mcp-ols mathpn/mcp-ols create_analysis_sessioncreate_residual_plotsdescribe_data+4 | 7 | 2026-07-28+ | 49/100 | F |
| 15 | zero-shot-ai-agents talhabinjaved/zero-shot-ai-agents approve_plancreate_issuecreate_repo+12 | 15 | <=2025-11-25 | 49/100 | F |
| 16 | WhatsApp-MCP elsy77/WhatsApp-MCP connect_whatsappget_whatsapp_chatsget_whatsapp_contacts+5 | 8 | <=2025-11-25 | 48/100 | F |
| 17 | better-email-mcp n24q02m/better-email-mcp configdeletefolders+5 | 8 | 2026-07-28+ | 48/100 | F |
| 18 | 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 |
| 19 | jarvis-assistant-vocal sosoj92/jarvis-assistant-vocal ajouter_appcall_with_messagelaunch_app | 3 | <=2025-11-25 | 48/100 | F |
| 20 | lance-mcp adiom-data/lance-mcp all_chunks_searchcatalog_searchchunks_search | 3 | 2026-07-28+ | 48/100 | F |
| 21 | macos-imessage-mcp-server CodexLiu/macos-imessage-mcp-server get_chat_messageslist_chatssearch_contacts+2 | 5 | 2026-07-28+ | 48/100 | F |
| 22 | mcp-guide wikibook/mcp-guide addbasic_data_checkcol_data_analysis+24 | 27 | 2026-07-28+ | 48/100 | F |
| 23 | multi-platform-mcp-kb j584lee98/multi-platform-mcp-kb get_channel_historyget_file_contentget_thread_replies+12 | 15 | 2026-07-28+ | 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 | Email-Summarizer-MCP enmanuelmag/Email-Summarizer-MCP mark-emails-as-readsearch-emails | 2 | 2025-06-18+ | 47/100 | F |
| 27 | Gmail-MCP-server TechVest-Global/Gmail-MCP-server get_threadlist_labelsread_email+2 | 5 | 2026-07-28+ | 47/100 | F |
| 28 | Jarvis Vaultified/Jarvis get_weather_infolist_resourceslist_tools+3 | 6 | <=2025-11-25 | 47/100 | F |
| 29 | 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 |
| 30 | Ollqd leomarviegas/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 47/100 | F |
| 31 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 32 | Trend-News-Notifier nguyennampfiev/Trend-News-Notifier search_hot_news | 1 | 2026-07-28+ | 47/100 | F |
| 33 | agentic-assistant amndzdzdz/agentic-assistant create_upcoming_appointmentdelete_upcoming_appointmentsdisplay_recent_emails+4 | 7 | 2026-07-28+ | 47/100 | F |
| 34 | gmail-mcp-server tszaks/gmail-mcp-server add_labelscreate_draftget_auth_url+6 | 9 | 2026-07-28+ | 47/100 | F |
| 35 | mattermost-mcp-host jagan-shanmugam/mattermost-mcp-host calculatorchat_completioncreate_post+11 | 14 | <=2025-11-25 | 47/100 | F |
| 36 | mcp-assistant AIAtrium/mcp-assistant access_resourceaddget_config+2 | 5 | 2026-07-28+ | 47/100 | F |
| 37 | mcp-server-draft cwattsnogueira/mcp-server-draft write_email_draft | 1 | 2026-07-28+ | 47/100 | F |
| 38 | multichatmpc johnnysilvercoast/multichatmpc get_chatget_contact_chatsget_direct_chat_by_contact+6 | 9 | <=2025-11-25 | 47/100 | F |
| 39 | wechat-db-decrypt-macos mohamed125198/wechat-db-decrypt-macos get_chat_historyget_contactsget_recent_sessions+2 | 5 | 2026-07-28+ | 47/100 | F |
| 40 | AgentCloak ryanfren/AgentCloak create_draftget_threadlist_drafts+5 | 8 | 2026-07-28+ | 46/100 | F |
| 41 | asset-aware-mcp u9401066/asset-aware-mcp get_docx_contentget_job_statusingest_docx+1 | 4 | <=2025-11-25 | 46/100 | F |
| 42 | devboy-tools meteora-pro/devboy-tools clickup_get_taskclickup_list_tasksconfluence_get_page+24 | 27 | 2026-07-28+ | 46/100 | F |
| 43 | gmail-mcp-server PaulFidika/gmail-mcp-server search_threads | 1 | 2026-07-28+ | 46/100 | F |
| 44 | gmail-mcp-server zacco16/gmail-mcp-server createEventdeleteDraftdeleteEvent+9 | 12 | 2026-07-28+ | 46/100 | F |
| 45 | intent-mail intent-solutions-io/intent-mail healthmail_actionmail_analytics_query+42 | 45 | 2026-07-28+ | 46/100 | F |
| 46 | mcp-cv-backend adeeshperera/mcp-cv-backend get_educationget_personal_infoget_skills+4 | 7 | 2026-07-28+ | 46/100 | F |
| 47 | mcp-gmail-gas kazuph/mcp-gmail-gas gmail_download_attachmentgmail_get_messagegmail_search_messages | 3 | 2026-07-28+ | 46/100 | F |
| 48 | mcp_servers ajot/mcp_servers add_usercreate_appdeploy_function+7 | 10 | 2026-07-28+ | 46/100 | F |
| 49 | openclaw-mailguard dortort/openclaw-mailguard mailguard.generate_reportmailguard.policy_check | 2 | <=2025-11-25 | 46/100 | F |
| 50 | preflight-mcp jonnyhoo/preflight-mcp arxiv_searchpreflight_checkpreflight_create_bundle+11 | 14 | 2025-06-18+ | 46/100 | F |