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36 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 | agent-commerce-core SakuttoWorks/agent-commerce-core calculate_hybrid_trust_scoreenforce_compliance |
| 9 |
| 2026-07-28+ |
| 68/100 |
| C |
| 3 | rolldev-mcp-server dockergiant/rolldev-mcp-server rolldev_composerrolldev_db_queryrolldev_list_environments+7 | 10 | 2026-07-28+ | 62/100 | 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 | 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 |
| 6 | ecommerce-order-agent-platform lydiayan/ecommerce-order-agent-platform ORDER_QUERYcancelOrderevaluateRefundEligibility+2 | 5 | 2026-07-28+ | 56/100 | D |
| 7 | java-MCP-assistant HaibaraAi2517/java-MCP-assistant buy-ticketquery-ticket | 2 | <=2025-11-25 | 56/100 | D |
| 8 | json-ghost-mannequin-pipeline peterpeeterspeter/json-ghost-mannequin-pipeline analyze-garment-qualitydebug-pipeline-stepget-pipeline-status+2 | 5 | <=2025-11-25 | 54/100 | D |
| 9 | penquify MAXMARDONES/penquify penquify_generate_datasetpenquify_generate_documentpenquify_generate_photos+2 | 5 | 2026-07-28+ | 53/100 | D |
| 10 | mcp_customer_support gagan0116/mcp_customer_support analyze_defect_imagecheck_neo4j_connectioncreate_node+12 | 15 | 2026-07-28+ | 52/100 | D |
| 11 | MCP-Sales_Data_Generation mohana9985/MCP-Sales_Data_Generation create_productscreate_usersdelete_products | 3 | 2026-07-28+ | 51/100 | D |
| 12 | dharma_mcp_service samcorl/dharma_mcp_service check_compatibilityget_agent_guidanceget_product_details+5 | 8 | 2026-07-28+ | 51/100 | D |
| 13 | warden-mcp-server run-as-root/warden-mcp-server warden_composerwarden_db_querywarden_init_project+8 | 11 | 2026-07-28+ | 51/100 | D |
| 14 | json-ghost-mannequin-pipeline awekakwe/json-ghost-mannequin-pipeline analyze-garment-qualitydebug-pipeline-stepget-pipeline-status+2 | 5 | <=2025-11-25 | 50/100 | D |
| 15 | 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 |
| 16 | cartly kushyanthpothi/cartly createCartStatusdeleteCartStatusByIdgetCartStatus+2 | 5 | 2026-07-28+ | 49/100 | F |
| 17 | mcp-server-demo Ida-Happy/mcp-server-demo getFinanceExchangegetLocalDateTimegetPurchaseOrders+1 | 4 | <=2025-11-25 | 49/100 | F |
| 18 | sap-mcp-server midasol/sap-mcp-server sap_authenticatesap_get_entitysap_list_services+1 | 4 | <=2025-11-25 | 49/100 | F |
| 19 | go-mcp-server febriansyahnr/go-mcp-server calculatorcheck_disbursement_transaction | 2 | <=2025-11-25 | 47/100 | F |
| 20 | mcp-pos-server Juand4rck12/mcp-pos-server describe_tablelist_tablesquery_pos_database | 3 | <=2025-11-25 | 47/100 | F |
| 21 | mcpserver itscartmanbrah/mcpserver back-in-stockbrandscategories+11 | 14 | 2026-07-28+ | 46/100 | F |
| 22 | Omni-Scrape-AI Muhammad-Raisul-Maharub/Omni-Scrape-AI extract_social_linksextract_structured_dataextract_web_animations+8 | 11 | <=2025-11-25 | 45/100 | F |
| 23 | mcp-banana-image Trigi-Digital/mcp-banana-image analyze_imageblend_imagesconvert_image+12 | 15 | <=2025-11-25 | 45/100 | F |
| 24 | order_support_orchestrator_agents anjijava16/order_support_orchestrator_agents check_order_statusconfirm_transactioncurrent_time+5 | 8 | <=2025-11-25 | 45/100 | F |
| 25 | Solana-MarketPlace-MCP Pavilion-devs/Solana-MarketPlace-MCP ai_querydelist_nftget_collection_stats+4 | 7 | 2026-07-28+ | 43/100 | F |
| 26 | EcommSpringBot lydiayan/EcommSpringBot ORDER_QUERYREFUND_ELIGIBILITY | 2 | 2026-07-28+ | 41/100 | F |
| 27 | Lab2-MCP-Server-with-FastAPI Nour4git/Lab2-MCP-Server-with-FastAPI get_productlist_products | 2 | 2026-07-28+ | 40/100 | F |
| 28 | RAG-MCP cr21/RAG-MCP preety_print_product_metadata_responseproduct_metadata_analysis_for_refine_or_tuning_search_resultreturn_ranked_product_response_from_ranked_index | 3 | <=2025-11-25 | 40/100 | F |
| 29 | Worry-Free-Travel-Backend V1rtuallll/Worry-Free-Travel-Backend chatget_rate_limit | 2 | 2026-07-28+ | 39/100 | F |
| 30 | QSearch Lumhil/QSearch createNewProductdeleteProductgetCurrentTime+7 | 10 | 2026-07-28+ | 36/100 | F |
| 31 | mcp-brandalignment rodobedrossian/mcp-brandalignment describe_tableget_brand_contextlist_tables+9 | 12 | 2026-07-28+ | 36/100 | F |
| 32 | mcp-anlatim halilkkaya/mcp-anlatim araba_arasql_sorgusu_calistirtablo_yapisi_goster+1 | 4 | <=2025-11-25 | 32/100 | F |
| 33 | mcp-inventoryRB Steve246/mcp-inventoryRB bus_routeslis_source_destinationroute_details_filtered+2 | 5 | 2026-07-28+ | 31/100 | F |
| 34 | workshop-mcp-laravel vcampitelli/workshop-mcp-laravel FindStatusIdFindUserIdListOrders | 3 | 2026-07-28+ | 21/100 | F |
| 35 | Ai-Document-Generation firda0802/Ai-Document-Generation | 0 | 2026-07-28+ | 20/100 | F |
| 36 | mcp-server-sample Mo3g4u/mcp-server-sample check_film_availabilityget_actor_filmographyget_film_details+2 | 5 | 2026-07-28+ | 6/100 | F |