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40 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Paylink pavankumaryeluri/Paylink CheckoutGetTransactionHandleWebhook+2 | 5 | <=2025-11-25 | 49/100 | F |
| 2 | mcp-observatory rajatarun/mcp-observatory |
| 13 |
| 2026-07-28+ |
| 49/100 |
| F |
| 3 | propiedades-mx juanpasaflipz/propiedades-mx conversational-searchdocumentationenhance-query+16 | 19 | <=2025-11-25 | 48/100 | F |
| 4 | spring-boot-ai rogervinas/spring-boot-ai bookgetWeather | 2 | 2026-07-28+ | 48/100 | F |
| 5 | mcp_ecommerce_server brazeiro63/mcp_ecommerce_server affiliate_store_productsaffiliate_storesaffiliate_stores_active+13 | 16 | 2026-07-28+ | 47/100 | F |
| 6 | ModelContextProtocol mksien83/ModelContextProtocol book-hotelcancel-hotelget-sample-data+5 | 8 | <=2025-11-25 | 46/100 | F |
| 7 | gorse dataontap/gorse approve_beta_requestcreate-checkout-sessionget_user_devices+5 | 8 | 2026-07-28+ | 46/100 | F |
| 8 | full-stack-saas-mcp chipgpt/full-stack-saas-mcp get-profileget-vaultsubmit-vault-combination+1 | 4 | 2025-06-18+ | 45/100 | F |
| 9 | 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 |
| 10 | 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 |
| 11 | travel-mcp-server arjanvandermeer/travel-mcp-server add_favoriteget_statsget_user_preferences+14 | 17 | 2026-07-28+ | 44/100 | F |
| 12 | Laboratorio_MCP Tomaslopera/Laboratorio_MCP pedidos_crearpedidos_estado_por_idventas_por_dia+1 | 4 | 2025-06-18+ | 43/100 | F |
| 13 | MCP-fastapi-product-catalog Zahra4002/MCP-fastapi-product-catalog get_productlist_products | 2 | 2026-07-28+ | 43/100 | F |
| 14 | mcp-api-contact2sale Richard-Dantas/mcp-api-contact2sale get_vehicle_by_attributes | 1 | 2026-07-28+ | 40/100 | F |
| 15 | navifare-mcp navifare/navifare-mcp get_session_resultssearch_flightssubmit_session | 3 | 2026-07-28+ | 39/100 | F |
| 16 | opensuitemcp unstackedapps/opensuitemcp get_current_config | 1 | 2026-07-28+ | 38/100 | F |
| 17 | indian-store-mcp-server vishalk17/indian-store-mcp-server list_indian_stores | 1 | <=2025-11-25 | 37/100 | F |
| 18 | spring-ai-mcp bhaumikymehta/spring-ai-mcp getAiResponsegetSimpleAiResponsehandleQuery+1 | 4 | 2026-07-28+ | 32/100 | F |
| 19 | scopegate alifanov/scopegate ahrefs_get_dataairtable_create_recordairtable_list_records+42 | 45 | 2026-07-28+ | 31/100 | F |
| 20 | fastapi-mcp-server briceanu/fastapi-mcp-server retrive_all_name_spacessearch_addresses_vectorssearch_cars_vectors | 3 | <=2025-11-25 | 30/100 | F |
| 21 | vehicle-mcp-server andrewdu0805/vehicle-mcp-server search_engine_oil | 1 | 2026-07-28+ | 30/100 | F |
| 22 | my-meli-mcp TryPl3x/my-meli-mcp GetCountries | 1 | 2026-07-28+ | 29/100 | F |
| 23 | smart-mcp-server reconsumeralization/smart-mcp-server | 0 | 2025-06-18+ | 26/100 | F |
| 24 | carbon crbnos/carbon createMessage | 1 | 2026-07-28+ | 24/100 | F |
| 25 | commerce-ai-agent vinsblack/commerce-ai-agent | 0 | 2026-07-28+ | 24/100 | F |
| 26 | mcp-startup-framework f/mcp-startup-framework addfetchgenerate_image+4 | 7 | 2026-07-28+ | 24/100 | F |
| 27 | echo-rework dfordp/echo-rework email_submission | 1 | 2026-07-28+ | 21/100 | F |
| 28 | aithon-mcp-server OnePrivateEquity/aithon-mcp-server aithon.agent.wallet.balanceaithon.catalog.getaithon.catalog.search+2 | 5 | 2026-07-28+ | 17/100 | F |
| 29 | spring-ai-resos pacphi/spring-ai-resos resOsTools | 1 | 2026-07-28+ | 14/100 | F |
| 30 | ATLAS cargofy/ATLAS get_available_carriersget_available_document_typesget_available_lanes+14 | 17 | 2026-07-28+ | 12/100 | F |
| 31 | mcp-liberty-techs Condrey/mcp-liberty-techs | 0 | 2026-07-28+ | 11/100 | F |
| 32 | scuttlepay jarrodwatts/scuttlepay buyget_balanceget_product+3 | 6 | 2026-07-28+ | 11/100 | F |
| 33 | marinas-mcp Rafavermar/marinas-mcp cleanup_historyget_marina_contentget_marina_history+4 | 7 | <=2025-11-25 | 10/100 | F |
| 34 | BoardingMcp-Server itmeGirish/BoardingMcp-Server create_business_profilecreate_projectgenerate_ctwa_ads_dashboard_url+10 | 13 | <=2025-11-25 | 8/100 | F |
| 35 | ai-eng-course-project Erezinho/ai-eng-course-project get_image_for_mealget_meal_optionshelp | 3 | <=2025-11-25 | 7/100 | F |
| 36 | mcp-enterprise-app IrfanSyed-PSC/mcp-enterprise-app get_customer_by_idget_customer_ordersget_customer_statistics+14 | 17 | <=2025-11-25 | 7/100 | F |
| 37 | Lab2_Building-an-AI-Ready-Product-Catalog-with-FastAPI-and-MCP KhaledZeineb/Lab2_Building-an-AI-Ready-Product-Catalog-with-FastAPI-and-MCP get_productlist_products | 2 | 2026-07-28+ | 6/100 | F |
| 38 | mcp_ecommerce_load_server brazeiro63/mcp_ecommerce_load_server InsertAffiliateStoresToolInsertProductsToolScrapeStoreProductsTool | 3 | <=2025-11-25 | 5/100 | F |
| 39 | aparatus VinicyosFerreira/aparatus cancelBookingcreateBarbershopcreateBarbershopService+7 | 10 | 2026-07-28+ | 0/100 | F |
| 40 | realtime-context-demo tomncooper/realtime-context-demo all_vehicle_statesavailable_driverscustomer_order_stats+15 | 18 | 2026-07-28+ | 0/100 | F |