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136 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 |
| aeola thomasindrias/aeola get_ingestion_statusget_productingest_merchant+2 |
| 5 |
| 2026-07-28+ |
| 80/100 |
| A |
| 2 | Discord-AI-Agent OoriData/Discord-AI-Agent adderror_toollong_task+1 | 4 | <=2025-11-25 | 49/100 | F |
| 3 | Paylink pavankumaryeluri/Paylink CheckoutGetTransactionHandleWebhook+2 | 5 | <=2025-11-25 | 49/100 | F |
| 4 | imessage-query-fastmcp-mcp-server hannesrudolph/imessage-query-fastmcp-mcp-server get_chat_transcript | 1 | <=2025-11-25 | 49/100 | F |
| 5 | magento-graphql-docs-mcp florinel-chis/magento-graphql-docs-mcp get_documentget_element_detailsget_related_documents+5 | 8 | <=2025-11-25 | 49/100 | F |
| 6 | mcp-observatory rajatarun/mcp-observatory cancel_shipmentchange_subscription_plancreate_expedited_shipment+10 | 13 | 2026-07-28+ | 49/100 | F |
| 7 | WhatsApp-MCP elsy77/WhatsApp-MCP connect_whatsappget_whatsapp_chatsget_whatsapp_contacts+5 | 8 | <=2025-11-25 | 48/100 | F |
| 8 | macos-imessage-mcp-server CodexLiu/macos-imessage-mcp-server get_chat_messageslist_chatssearch_contacts+2 | 5 | 2026-07-28+ | 48/100 | F |
| 9 | multi-platform-mcp-kb j584lee98/multi-platform-mcp-kb get_channel_historyget_file_contentget_thread_replies+12 | 15 | 2026-07-28+ | 48/100 | F |
| 10 | propiedades-mx juanpasaflipz/propiedades-mx conversational-searchdocumentationenhance-query+16 | 19 | <=2025-11-25 | 48/100 | F |
| 11 | spring-boot-ai rogervinas/spring-boot-ai bookgetWeather | 2 | 2026-07-28+ | 48/100 | F |
| 12 | telegram-claude-mcp Trum-ok/telegram-claude-mcp claude_generatecreate_conversationcreate_message+6 | 9 | 2026-07-28+ | 48/100 | F |
| 13 | zurich-apt-hunt-agent noahmeurer/zurich-apt-hunt-agent fetch_unevaluated_listingsfetch_unscraped_listingsinsert_fresh_listings+2 | 5 | 2026-07-28+ | 48/100 | F |
| 14 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 15 | Trend-News-Notifier nguyennampfiev/Trend-News-Notifier search_hot_news | 1 | 2026-07-28+ | 47/100 | F |
| 16 | mcp-teams-test aech-ai/mcp-teams-test delete_contentget_content_countget_messages+8 | 11 | <=2025-11-25 | 47/100 | F |
| 17 | mcp_ecommerce_server brazeiro63/mcp_ecommerce_server affiliate_store_productsaffiliate_storesaffiliate_stores_active+13 | 16 | 2026-07-28+ | 47/100 | F |
| 18 | multichatmpc johnnysilvercoast/multichatmpc get_chatget_contact_chatsget_direct_chat_by_contact+6 | 9 | <=2025-11-25 | 47/100 | F |
| 19 | wechat-db-decrypt-macos mohamed125198/wechat-db-decrypt-macos get_chat_historyget_contactsget_recent_sessions+2 | 5 | 2026-07-28+ | 47/100 | F |
| 20 | ModelContextProtocol mksien83/ModelContextProtocol book-hotelcancel-hotelget-sample-data+5 | 8 | <=2025-11-25 | 46/100 | F |
| 21 | Multi-AI-Agent-Catering-System-with-MCP-Integration phanhpp/Multi-AI-Agent-Catering-System-with-MCP-Integration dietary_strategy_analyzerlist_all_specializationssave_recipe | 3 | <=2025-11-25 | 46/100 | F |
| 22 | devboy-tools meteora-pro/devboy-tools clickup_get_taskclickup_list_tasksconfluence_get_page+24 | 27 | 2026-07-28+ | 46/100 | F |
| 23 | gorse dataontap/gorse approve_beta_requestcreate-checkout-sessionget_user_devices+5 | 8 | 2026-07-28+ | 46/100 | F |
| 24 | mcp-a2a-aoa AgentOrientedArchitecture/mcp-a2a-aoa analyze_price_trendscheck_stockdiscover_agents+12 | 15 | <=2025-11-25 | 46/100 | F |
| 25 | mcp_servers ajot/mcp_servers add_usercreate_appdeploy_function+7 | 10 | 2026-07-28+ | 46/100 | F |
| 26 | GrabonInsurance-MCP saketh12e/GrabonInsurance-MCP classify_deal_intentgenerate_copyget_insurance_quote+1 | 4 | 2026-07-28+ | 45/100 | F |
| 27 | Omni-Scrape-AI Muhammad-Raisul-Maharub/Omni-Scrape-AI extract_social_linksextract_structured_dataextract_web_animations+8 | 11 | <=2025-11-25 | 45/100 | F |
| 28 | autumn-mcp-server SirTenzin/autumn-mcp-server create_customerget_autumn_userget_billing_portal+1 | 4 | 2026-07-28+ | 45/100 | F |
| 29 | bbs-mcp harperreed/bbs-mcp archive_topiccreate_threadcreate_topic+6 | 9 | <=2025-11-25 | 45/100 | F |
| 30 | finalechat ericflo/finalechat ask_questioncreate_threadget_thread+5 | 8 | <=2025-11-25 | 45/100 | F |
| 31 | full-stack-saas-mcp chipgpt/full-stack-saas-mcp get-profileget-vaultsubmit-vault-combination+1 | 4 | 2025-06-18+ | 45/100 | F |
| 32 | ontology-mcp-server-RL-Stable-Baselines3 shark8848/ontology-mcp-server-RL-Stable-Baselines3 commerce.add_to_cartcommerce.cancel_ordercommerce.check_stock+17 | 20 | <=2025-11-25 | 45/100 | F |
| 33 | sales-data-analysis-with-MCP-and-LLM rameshagowda/sales-data-analysis-with-MCP-and-LLM execute_sqlget_all_tablesget_distinct_values+7 | 10 | <=2025-11-25 | 45/100 | F |
| 34 | telegram-search groupultra/telegram-search | 0 | 2026-07-28+ | 45/100 | F |
| 35 | TheMCP-server aravind-tronix/TheMCP-server aws-server.access-keys.create_access_keyaws-server.access-keys.delete_access_keyaws-server.access-keys.list_access_keys+32 | 35 | <=2025-11-25 | 44/100 | F |
| 36 | mcp-teams imoon/mcp-teams delete_contentget_content_countget_messages+8 | 11 | <=2025-11-25 | 44/100 | F |
| 37 | telegram-mcp Muhammad18557/telegram-mcp get_chatget_contact_chatsget_direct_chat_by_contact+6 | 9 | 2026-07-28+ | 44/100 | F |
| 38 | travel-mcp-server arjanvandermeer/travel-mcp-server add_favoriteget_statsget_user_preferences+14 | 17 | 2026-07-28+ | 44/100 | F |
| 39 | Ctrip-Style-AI-Travel-Assistant Haohao-end/Ctrip-Style-AI-Travel-Assistant book_car_rentalbook_excursionbook_hotel+13 | 16 | <=2025-11-25 | 43/100 | F |
| 40 | Glyphoxa MrWong99/Glyphoxa appearances_ofdicefind_node+2 | 5 | 2026-07-28+ | 43/100 | F |
| 41 | Laboratorio_MCP Tomaslopera/Laboratorio_MCP pedidos_crearpedidos_estado_por_idventas_por_dia+1 | 4 | 2025-06-18+ | 43/100 | F |
| 42 | MCP-fastapi-product-catalog Zahra4002/MCP-fastapi-product-catalog get_productlist_products | 2 | 2026-07-28+ | 43/100 | F |
| 43 | MCP_TERMINAL_SERVER gabriellemosc/MCP_TERMINAL_SERVER get_vehiclehealth_checksearch_vehicles | 3 | <=2025-11-25 | 43/100 | F |
| 44 | mcp-bot jmanhype/mcp-bot add_mcp_serverget_dspy_docslist_mcp_servers+1 | 4 | 2026-07-28+ | 43/100 | F |
| 45 | mcp-toolkit voitech-bay/mcp-toolkit execute-readonly-sqlfind-companiesfind-contacts+11 | 14 | 2026-07-28+ | 43/100 | F |
| 46 | vibe-mcp VibeCodingInc/vibe-mcp vibe_admin_inboxvibe_artifact_viewvibe_bye+34 | 37 | 2026-07-28+ | 43/100 | F |
| 47 | wechat-mcp DarkNoah/wechat-mcp get_last_wechat_messageget_wechat_contactsget_wechat_groups+4 | 7 | <=2025-11-25 | 43/100 | F |
| 48 | MCP-Testing daniyalk1/MCP-Testing create_confluence_pagecreate_github_issuecreate_jira_issue+14 | 17 | <=2025-11-25 | 42/100 | F |
| 49 | MCPEmails Albretsen/MCPEmails approval_decideapproval_scheduleapproval_update+45 | 48 | 2026-07-28+ | 42/100 | F |
| 50 | mindual-mcp Mindual-AI/mindual-mcp answer_querylookup_troublepropose_next_action+1 | 4 | 2026-07-28+ | 42/100 | F |