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110 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | MCP-Server-and-PostgreSQL-Sample-Retail microsoft/MCP-Server-and-PostgreSQL-Sample-Retail execute_sales_queryget_current_utc_dateget_multiple_table_schemas+1 | 4 | 2026-07-28+ |
| 79/100 |
| B |
| 2 | neoimage looptech-ai/neoimage generate_image_geminigenerate_image_openai | 2 | 2026-07-28+ | 71/100 | B |
| 3 | quilombo mgaitan/quilombo audit_inventorybulk_upsert_inventorycreate_item+13 | 16 | 2025-06-18+ | 71/100 | B |
| 4 | sample-fraud-investigation-assistance-using-aws-bedrock-strandsagents-mcp aws-samples/sample-fraud-investigation-assistance-using-aws-bedrock-strandsagents-mcp filter_merchant_statsfilter_transactionsget_authorization_transaction_by_id+6 | 9 | 2026-07-28+ | 71/100 | B |
| 5 | dcurvin-mcp-server seunghwan2020/dcurvin-mcp-server get_api_schema_detailget_api_schema_summaryget_field_description+3 | 6 | <=2025-11-25 | 68/100 | C |
| 6 | pantrydb camille-vanhoffelen/pantrydb addPantryItemlistPantryItemsremovePantryItem | 3 | 2026-07-28+ | 68/100 | C |
| 7 | mcp-server-presentation vishraj/mcp-server-presentation add_customeradd_employeeadd_order+11 | 14 | 2026-07-28+ | 66/100 | C |
| 8 | outris-identity-mcp outris-dev-user/outris-identity-mcp assess_fraud_riskcheck_jobcheck_whatsapp+3 | 6 | 2026-07-28+ | 66/100 | C |
| 9 | brewsource-mcp CharlRitter/brewsource-mcp bjcp_lookupfind_breweriessearch_beers | 3 | <=2025-11-25 | 65/100 | C |
| 10 | kf-mcp-servers ShadowWalker2014/kf-mcp-servers cms_activate_versioncms_delete_filecms_discard_draft+14 | 17 | 2026-07-28+ | 63/100 | C |
| 11 | mcp-server-example inbarajaldrin/mcp-server-example add_inventory_itemget_inventoryget_item_by_id+9 | 12 | 2026-07-28+ | 60/100 | C |
| 12 | smart_commerce_agent Aparnap2/smart_commerce_agent addToCartgetOrdersget_budget_status+6 | 9 | <=2025-11-25 | 59/100 | D |
| 13 | mcp-agentic-starter billzGH/mcp-agentic-starter aggregateanalyze_columncheck_inventory+28 | 31 | <=2025-11-25 | 58/100 | D |
| 14 | rs_systems_mcp_health_monitor wrenchtokeys/rs_systems_mcp_health_monitor analyze_s3_usagecheck_api_performancecheck_database_performance+4 | 7 | <=2025-11-25 | 58/100 | D |
| 15 | warimcp Bigabou007-dev/warimcp authorize_and_paygenerate_payment_linkinitiate_payment+6 | 9 | 2026-07-28+ | 58/100 | D |
| 16 | Agent-Ecosystem-Salesperson-and-Payment biabeogo147/Agent-Ecosystem-Salesperson-and-Payment calc_shippingcreate_orderfind_product+4 | 7 | 2026-07-28+ | 57/100 | D |
| 17 | aitour26-WRK540-unlock-your-agents-potential-with-model-context-protocol microsoft/aitour26-WRK540-unlock-your-agents-potential-with-model-context-protocol EchoExecuteSalesQueryAsyncGetCurrentUtcDate+2 | 5 | 2026-07-28+ | 57/100 | D |
| 18 | genai-eshop-semantic-kernel mehdihadeli/genai-eshop-semantic-kernel HybridSearchProducts | 1 | 2026-07-28+ | 57/100 | D |
| 19 | gpt-image-1-mcp naporin0624/gpt-image-1-mcp batch-editedit-imagegenerate-image | 3 | 2026-07-28+ | 57/100 | D |
| 20 | astraea-ai-platform nazbeer/astraea-ai-platform calculatorget_job_market_insightsrag_retrieve+2 | 5 | <=2025-11-25 | 56/100 | D |
| 21 | domain-search-mcp dorukardahan/domain-search-mcp ai_healthanalyze_projectbulk_search+9 | 12 | <=2025-11-25 | 56/100 | D |
| 22 | imagegen-mcp spartanz51/imagegen-mcp image-to-imagetext-to-image | 2 | 2026-07-28+ | 56/100 | D |
| 23 | python-paymcp-server-demo PayMCP/python-paymcp-server-demo generate | 1 | <=2025-11-25 | 56/100 | D |
| 24 | speislist realJanWeiss/speislist add-inventory-itemadd-shopping-list-itemcreate-inventory+11 | 14 | 2026-07-28+ | 56/100 | D |
| 25 | Unlock-your-agents-potential-with-Model-Context-Protocol-PostgreSQL-Workshop gloveboxes/Unlock-your-agents-potential-with-Model-Context-Protocol-PostgreSQL-Workshop execute_sales_queryget_current_utc_dateget_multiple_table_schemas | 3 | 2026-07-28+ | 55/100 | D |
| 26 | mcp_server_fintech mustaqs/mcp_server_fintech cancel_paymentcreate_api_keycreate_link_token+27 | 30 | <=2025-11-25 | 55/100 | D |
| 27 | michelin-mcp hrishabhn/michelin-mcp getAllAwardgetAllCitygetAllCountry+3 | 6 | 2026-07-28+ | 55/100 | D |
| 28 | package-search-mcp spryker-community/package-search-mcp search_spryker_documentationsearch_spryker_package_codesearch_spryker_packages | 3 | <=2025-11-25 | 55/100 | D |
| 29 | sushi-rag-mcp-server sbecker11/sushi-rag-mcp-server sushi_rag_querysushi_semantic_search | 2 | 2026-07-28+ | 55/100 | D |
| 30 | Cloud_Kitchen_MCP_Server jagadeshwaranparthiban/Cloud_Kitchen_MCP_Server AddNewItemGetAllItemsGetItemByName+1 | 4 | 2026-07-28+ | 54/100 | D |
| 31 | MCP_SERVER_VENTAS efraindrummer/MCP_SERVER_VENTAS execute_custom_queryget_clients_by_purchase_frequencyget_clients_summary+9 | 12 | 2026-07-28+ | 54/100 | D |
| 32 | buywhere BuyWhere/buywhere compare_productsfind_best_priceget_deals+5 | 8 | 2026-07-28+ | 54/100 | D |
| 33 | 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 |
| 34 | ecommerce-analytical-mcp-server cyborg1367/ecommerce-analytical-mcp-server db_pingdescribe_tablegross_margin_last_days+14 | 17 | <=2025-11-25 | 54/100 | D |
| 35 | herp-mcp isurusajith68/herp-mcp check_availabilitysend_email | 2 | 2025-06-18+ | 54/100 | D |
| 36 | json-ghost-mannequin-pipeline peterpeeterspeter/json-ghost-mannequin-pipeline analyze-garment-qualitydebug-pipeline-stepget-pipeline-status+2 | 5 | <=2025-11-25 | 54/100 | D |
| 37 | mcp-server-mas-sequential-thinking shubham-gofynd/mcp-server-mas-sequential-thinking analyzeconfirm_actioncreate_proposal+17 | 20 | 2026-07-28+ | 54/100 | D |
| 38 | prestashop-mcp florinel-chis/prestashop-mcp get_prestashop_docget_prestashop_hooklist_prestashop_docs+3 | 6 | <=2025-11-25 | 54/100 | D |
| 39 | Multi-AI-Agent4OnlineShopping fql9/Multi-AI-Agent4OnlineShopping cart.add_itemcart.createcart.remove_item+14 | 17 | <=2025-11-25 | 53/100 | D |
| 40 | mcpdemo pysorflow/mcpdemo advanced_search_productsfilter_productsget_categories+6 | 9 | <=2025-11-25 | 53/100 | D |
| 41 | cezzis-com-cocktails-mcp mtnvencenzo/cezzis-com-cocktails-mcp auth_statusauthentication_login_flowauthentication_logout_flow+4 | 7 | <=2025-11-25 | 52/100 | D |
| 42 | chatbot_Shopify Mobeen-Dev/chatbot_Shopify add_cartline_itemscreate_new_cart_with_itemsfile_search+6 | 9 | <=2025-11-25 | 52/100 | D |
| 43 | dcurvin-mcp-server-v2 seunghwan2020/dcurvin-mcp-server-v2 get_api_schema_detailget_api_schema_summaryget_field_description+3 | 6 | <=2025-11-25 | 52/100 | D |
| 44 | ekitchen-ingestion ramizarif/ekitchen-ingestion detailed_health_checkget_analytics_healthget_cost_analytics+14 | 17 | <=2025-11-25 | 52/100 | D |
| 45 | mcp_customer_support gagan0116/mcp_customer_support analyze_defect_imagecheck_neo4j_connectioncreate_node+12 | 15 | 2026-07-28+ | 52/100 | D |
| 46 | Ignite-Zava-MCP-Server-and-PostgreSQL-Sample gloveboxes/Ignite-Zava-MCP-Server-and-PostgreSQL-Sample find_suppliers_for_requestget_company_order_policyget_company_supplier_policy+8 | 11 | 2026-07-28+ | 51/100 | D |
| 47 | ai-tools samctur/ai-tools generate_imagestore_image_metadata | 2 | 2026-07-28+ | 51/100 | D |
| 48 | dgro_mcp xarcnovn/dgro_mcp create_casecreate_offercreate_search+15 | 18 | 2026-07-28+ | 50/100 | D |
| 49 | json-ghost-mannequin-pipeline awekakwe/json-ghost-mannequin-pipeline analyze-garment-qualitydebug-pipeline-stepget-pipeline-status+2 | 5 | <=2025-11-25 | 50/100 | D |
| 50 | mcp-server profullstack/mcp-server aggregate_newscheck_domain_availabilitycheck_email_validity+16 | 19 | 2026-07-28+ | 50/100 | D |