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54 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | neoimage looptech-ai/neoimage generate_image_geminigenerate_image_openai | 2 | 2026-07-28+ | 71/100 | B |
| 2 | rolldev-mcp-server dockergiant/rolldev-mcp-server |
| 10 |
| 2026-07-28+ |
| 62/100 |
| C |
| 3 | mcp-server-example inbarajaldrin/mcp-server-example add_inventory_itemget_inventoryget_item_by_id+9 | 12 | 2026-07-28+ | 60/100 | C |
| 4 | MCP_Dummy-Sales_Data_Generation mohana9985/MCP_Dummy-Sales_Data_Generation create_productscreate_usersdelete_products | 3 | 2026-07-28+ | 59/100 | D |
| 5 | Agent-Ecosystem-Salesperson-and-Payment biabeogo147/Agent-Ecosystem-Salesperson-and-Payment calc_shippingcreate_orderfind_product+4 | 7 | 2026-07-28+ | 57/100 | D |
| 6 | Product-Catalog-with-FastAPI-and-MCP KhaledEssghaier/Product-Catalog-with-FastAPI-and-MCP create_productdelete_productget_categories+3 | 6 | 2026-07-28+ | 57/100 | D |
| 7 | gpt-image-1-mcp naporin0624/gpt-image-1-mcp batch-editedit-imagegenerate-image | 3 | 2026-07-28+ | 57/100 | D |
| 8 | ecommerce-order-agent-platform lydiayan/ecommerce-order-agent-platform ORDER_QUERYcancelOrderevaluateRefundEligibility+2 | 5 | 2026-07-28+ | 56/100 | D |
| 9 | imagegen-mcp spartanz51/imagegen-mcp image-to-imagetext-to-image | 2 | 2026-07-28+ | 56/100 | D |
| 10 | java-MCP-assistant HaibaraAi2517/java-MCP-assistant buy-ticketquery-ticket | 2 | <=2025-11-25 | 56/100 | D |
| 11 | python-paymcp-server-demo PayMCP/python-paymcp-server-demo generate | 1 | <=2025-11-25 | 56/100 | D |
| 12 | sushi-rag-mcp-server sbecker11/sushi-rag-mcp-server sushi_rag_querysushi_semantic_search | 2 | 2026-07-28+ | 55/100 | D |
| 13 | Salesforce-Agent-Chatbot-with-MCP-Architecture sybachpunk/Salesforce-Agent-Chatbot-with-MCP-Architecture commit_code_changesget_salesforce_case_detailslog_and_assign_task+7 | 10 | 2026-07-28+ | 54/100 | D |
| 14 | ddg-agent-payable-services daedalusdevelopmentgroup/ddg-agent-payable-services ddg_agent_distribution_targetsddg_agent_readiness_scorecardddg_agent_status+28 | 31 | 2025-06-18+ | 54/100 | D |
| 15 | chatbot_Shopify Mobeen-Dev/chatbot_Shopify add_cartline_itemscreate_new_cart_with_itemsfile_search+6 | 9 | <=2025-11-25 | 52/100 | D |
| 16 | ekitchen-ingestion ramizarif/ekitchen-ingestion detailed_health_checkget_analytics_healthget_cost_analytics+14 | 17 | <=2025-11-25 | 52/100 | D |
| 17 | MCP-Sales_Data_Generation mohana9985/MCP-Sales_Data_Generation create_productscreate_usersdelete_products | 3 | 2026-07-28+ | 51/100 | D |
| 18 | ai-tools samctur/ai-tools generate_imagestore_image_metadata | 2 | 2026-07-28+ | 51/100 | D |
| 19 | dharma_mcp_service samcorl/dharma_mcp_service check_compatibilityget_agent_guidanceget_product_details+5 | 8 | 2026-07-28+ | 51/100 | D |
| 20 | warden-mcp-server run-as-root/warden-mcp-server warden_composerwarden_db_querywarden_init_project+8 | 11 | 2026-07-28+ | 51/100 | D |
| 21 | mcp-server seekneedle/mcp-server 使用产品编号查询旅行产品详情使用目的地查询旅行产品框架使用目的地查询旅行产品详情+6 | 9 | <=2025-11-25 | 50/100 | D |
| 22 | mcp-server profullstack/mcp-server aggregate_newscheck_domain_availabilitycheck_email_validity+16 | 19 | 2026-07-28+ | 50/100 | D |
| 23 | mouse-mcp cameronsjo/mouse-mcp discoverget_attractionsget_destinations+4 | 7 | <=2025-11-25 | 50/100 | D |
| 24 | cartly kushyanthpothi/cartly createCartStatusdeleteCartStatusByIdgetCartStatus+2 | 5 | 2026-07-28+ | 49/100 | F |
| 25 | mcp-server-demo Ida-Happy/mcp-server-demo getFinanceExchangegetLocalDateTimegetPurchaseOrders+1 | 4 | <=2025-11-25 | 49/100 | F |
| 26 | propiedades-mx juanpasaflipz/propiedades-mx conversational-searchdocumentationenhance-query+16 | 19 | <=2025-11-25 | 48/100 | F |
| 27 | go-mcp-server febriansyahnr/go-mcp-server calculatorcheck_disbursement_transaction | 2 | <=2025-11-25 | 47/100 | F |
| 28 | mcp-pos-server Juand4rck12/mcp-pos-server describe_tablelist_tablesquery_pos_database | 3 | <=2025-11-25 | 47/100 | F |
| 29 | mcp-voice-app mkg5599/mcp-voice-app list_productsrag_querysearch_products+1 | 4 | 2026-07-28+ | 47/100 | F |
| 30 | photoshoot-ai-design photoshootapp/photoshoot-ai-design photoshoot_batchphotoshoot_editphotoshoot_generate+3 | 6 | 2026-07-28+ | 47/100 | F |
| 31 | MCP-Receipe-Medical akashsmu/MCP-Receipe-Medical analyze_and_suggest_recipeanalyze_food_imageanalyze_food_image_url+4 | 7 | <=2025-11-25 | 46/100 | F |
| 32 | mcpserver itscartmanbrah/mcpserver back-in-stockbrandscategories+11 | 14 | 2026-07-28+ | 46/100 | F |
| 33 | node-paymcp-server-demo PayMCP/node-paymcp-server-demo generate | 1 | <=2025-11-25 | 46/100 | F |
| 34 | Omni-Scrape-AI Muhammad-Raisul-Maharub/Omni-Scrape-AI extract_social_linksextract_structured_dataextract_web_animations+8 | 11 | <=2025-11-25 | 45/100 | F |
| 35 | connect-server Danejw/connect-server create_profiledelete_profileget_profile+4 | 7 | <=2025-11-25 | 45/100 | F |
| 36 | order_support_orchestrator_agents anjijava16/order_support_orchestrator_agents check_order_statusconfirm_transactioncurrent_time+5 | 8 | <=2025-11-25 | 45/100 | F |
| 37 | travel-mcp-server arjanvandermeer/travel-mcp-server add_favoriteget_statsget_user_preferences+14 | 17 | 2026-07-28+ | 44/100 | F |
| 38 | image-generator-mcp jacobcy/image-generator-mcp create_imagedescribe_imagelist_concepts+4 | 7 | <=2025-11-25 | 43/100 | F |
| 39 | EcommSpringBot lydiayan/EcommSpringBot ORDER_QUERYREFUND_ELIGIBILITY | 2 | 2026-07-28+ | 41/100 | F |
| 40 | Lab2-MCP-Server-with-FastAPI Nour4git/Lab2-MCP-Server-with-FastAPI get_productlist_products | 2 | 2026-07-28+ | 40/100 | F |
| 41 | Worry-Free-Travel-Backend V1rtuallll/Worry-Free-Travel-Backend chatget_rate_limit | 2 | 2026-07-28+ | 39/100 | F |
| 42 | ai-agent-cs Parham-dev/ai-agent-cs getCustomerMemoriesgetProductDetailssaveCustomerMemory+2 | 5 | <=2025-11-25 | 37/100 | F |
| 43 | QSearch Lumhil/QSearch createNewProductdeleteProductgetCurrentTime+7 | 10 | 2026-07-28+ | 36/100 | F |
| 44 | mcp-brandalignment rodobedrossian/mcp-brandalignment describe_tableget_brand_contextlist_tables+9 | 12 | 2026-07-28+ | 36/100 | F |
| 45 | mcp-anlatim halilkkaya/mcp-anlatim araba_arasql_sorgusu_calistirtablo_yapisi_goster+1 | 4 | <=2025-11-25 | 32/100 | F |
| 46 | spring-ai-mcp bhaumikymehta/spring-ai-mcp getAiResponsegetSimpleAiResponsehandleQuery+1 | 4 | 2026-07-28+ | 32/100 | F |
| 47 | mcp-inventoryRB Steve246/mcp-inventoryRB bus_routeslis_source_destinationroute_details_filtered+2 | 5 | 2026-07-28+ | 31/100 | F |
| 48 | NFTIAI Axarb/NFTIAI chat | 1 | 2026-07-28+ | 27/100 | F |
| 49 | commerce-ai-agent vinsblack/commerce-ai-agent | 0 | 2026-07-28+ | 24/100 | F |
| 50 | MeiGen-AI-Design-MCP jau123/MeiGen-AI-Design-MCP check_generationcomfyui_workflowenhance_prompt+11 | 14 | 2025-06-18+ | 23/100 | F |