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61 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-server exasol/mcp-server delete_bucketfs_directorydelete_bucketfs_filedescribe_exasol_builtin_function+26 | 29 | <=2025-11-25 | 77/100 | B |
| 2 |
| vcon-mcp vcon-dev/vcon-mcp add_analysisadd_attachmentadd_dialog+17 |
| 20 |
| 2026-07-28+ |
| 72/100 |
| B |
| 3 | veritas project-89/veritas donefetch_signalsget_narrative_context+3 | 6 | <=2025-11-25 | 69/100 | C |
| 4 | blue-perfumery-mcp-server recepgocmen/blue-perfumery-mcp-server get_perfume_by_idget_perfumes_by_categoryget_purchase_link+2 | 5 | 2026-07-28+ | 68/100 | C |
| 5 | bvbrc-mcp-server cucinellclark/bvbrc-mcp-server agent_chatcreate_feature_groupcreate_genome_group+5 | 8 | <=2025-11-25 | 68/100 | C |
| 6 | orchid-youtube-mcp pablitxn/orchid-youtube-mcp delete_videoget_ingestion_statusget_sources+3 | 6 | 2026-07-28+ | 66/100 | C |
| 7 | UNS-MCP Unstructured-IO/UNS-MCP create_astradb_destinationcreate_databricks_delta_table_destinationcreate_destination_connector+13 | 16 | <=2025-11-25 | 64/100 | C |
| 8 | weave-mcp maximilien/weave-mcp count_collectionscount_documentscreate_collection+15 | 18 | 2026-07-28+ | 64/100 | C |
| 9 | aind-metadata-mcp AllenNeuralDynamics/aind-metadata-mcp aggregation_retrievalcount_recordsget_records+3 | 6 | 2026-07-28+ | 63/100 | C |
| 10 | family-serve-delicious Axyor/family-serve-delicious find-group-by-namefind-members-by-restrictiongroup-recipe-context+1 | 4 | 2025-06-18+ | 62/100 | C |
| 11 | read-team-mcp-server skjortan23/read-team-mcp-server domain_discoveryenumerate_vulnerabilitiesget_banner+6 | 9 | 2026-07-28+ | 61/100 | C |
| 12 | cgc anthonylee991/cgc cgc_add_sourcecgc_chunkcgc_discover+9 | 12 | 2026-07-28+ | 60/100 | C |
| 13 | paper-scout jonradoff/paper-scout assess_significancegenerate_summary_contextget_interest_profile+7 | 10 | 2026-07-28+ | 59/100 | D |
| 14 | dolex outsidedata/dolex analyze_dataclean_columnclear_cache+17 | 20 | 2026-07-28+ | 58/100 | D |
| 15 | MCPHackathon HeetVekariya/MCPHackathon create_gdrive_sourcecreate_mongodb_destinationcreate_workflow+10 | 13 | <=2025-11-25 | 57/100 | D |
| 16 | get-data-from-deltron Duskalor/get-data-from-deltron armar_buildbuscar_componentes | 2 | 2026-07-28+ | 57/100 | D |
| 17 | Multi-Agents-MCP TrongNV2003/Multi-Agents-MCP Check inventory detailCreate ordercreate_order+2 | 5 | <=2025-11-25 | 56/100 | D |
| 18 | Multi-Tenant-Cafe-Application CharlieAtki/Multi-Tenant-Cafe-Application add_item_to_checkoutadd_item_to_ordercomplete_user_order+12 | 15 | 2026-07-28+ | 56/100 | D |
| 19 | clio-agent iowarp/clio-agent ask_usercreate_a2ui_surfacecreate_artifact+16 | 19 | 2026-07-28+ | 56/100 | D |
| 20 | java-MCP-assistant HaibaraAi2517/java-MCP-assistant buy-ticketquery-ticket | 2 | <=2025-11-25 | 56/100 | D |
| 21 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 22 | MCP-Architecture Gautam-121/MCP-Architecture execute-graphql | 1 | 2026-07-28+ | 54/100 | D |
| 23 | mongodb-mcp-server mongodb-js/mongodb-mcp-server | 0 | <=2025-11-25 | 54/100 | D |
| 24 | travel-agency-mcp sydhsn/travel-agency-mcp add_travelerget_travelers_by_destinationlist_travelers | 3 | 2026-07-28+ | 53/100 | D |
| 25 | chatbot_Shopify Mobeen-Dev/chatbot_Shopify add_cartline_itemscreate_new_cart_with_itemsfile_search+6 | 9 | <=2025-11-25 | 52/100 | D |
| 26 | arxiv-mcp Ractorrr/arxiv-mcp download_pdfget_paperlist_saved+3 | 6 | 2026-07-28+ | 51/100 | D |
| 27 | beam-mcp-server souravch/beam-mcp-server beam-wordcountcancel_jobcreate_job+9 | 12 | <=2025-11-25 | 50/100 | D |
| 28 | localdata-mcp ChrisGVE/localdata-mcp analyze_networkexecute_enhanced_queryget_database_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 29 | MCP-Server-OSHA FINBYTES-algo/MCP-Server-OSHA get_rule_detailssearch_by_identifiersearch_osha_rules | 3 | 2026-07-28+ | 46/100 | F |
| 30 | c2sagent C2SAgent/c2sagent answer_with_server_code_streamingask_agentcall_tool+14 | 17 | 2026-07-28+ | 46/100 | F |
| 31 | drd-vpc-agent DrDroidLab/drd-vpc-agent debug_taskfetch_connector_connections_testsfetch_playbook_execution_tasks+3 | 6 | 2026-07-28+ | 46/100 | F |
| 32 | Experimentos-com-MCP sillas/Experimentos-com-MCP get_carssave_to_file | 2 | <=2025-11-25 | 45/100 | F |
| 33 | No2SQL Ptalati015/No2SQL CompareIdFieldsToIdsGenerateErdMermaidGenerateErdPlantUml+6 | 9 | <=2025-11-25 | 44/100 | F |
| 34 | marmot marmotdata/marmot | 0 | 2026-07-28+ | 44/100 | F |
| 35 | mcp-server-idapro fdrechsler/mcp-server-idapro get_disassemblyget_exportsget_functions+9 | 12 | 2026-07-28+ | 44/100 | F |
| 36 | weather-mcp-assistant abdulmuhaymen/weather-mcp-assistant get_all_stations_summaryget_pressure_trendget_station_metadata+2 | 5 | 2026-07-28+ | 44/100 | F |
| 37 | mcp-mongo Nisarg-Shah2302/mcp-mongo create-databaseinsert-datainventory-management+3 | 6 | 2026-07-28+ | 43/100 | F |
| 38 | McpServer Darko-Martinovic/McpServer FindArticleByContentKeyFindArticlesByNameGetArticlesWithIngredients+12 | 15 | <=2025-11-25 | 42/100 | F |
| 39 | Zippy SHREESH2004/Zippy addAddressaddProductaddToCart+22 | 25 | 2026-07-28+ | 42/100 | F |
| 40 | mcp-server-mongo Pablo0Ruiz/mcp-server-mongo count_productsdelete_productfilter_product+3 | 6 | 2026-07-28+ | 42/100 | F |
| 41 | DataMaster-MCP szqshan/DataMaster-MCP analyze_dataapi_data_previewconnect_data_source+11 | 14 | <=2025-11-25 | 41/100 | F |
| 42 | celp-mcp CelpAI/celp-mcp query-databasequery-database-turbo | 2 | 2026-07-28+ | 41/100 | F |
| 43 | MCP-AutoML-Tool NaveenPrabakar/MCP-AutoML-Tool clean_datasetdownload_kaggle_datasetpreview_dataset+3 | 6 | 2026-07-28+ | 39/100 | F |
| 44 | trifle-cli trifle-io/trifle-cli auth_loginauth_meauth_signup+17 | 20 | 2026-07-28+ | 39/100 | F |
| 45 | chicory chicoryai/chicory query_bigqueryquery_databricksquery_postgresql+1 | 4 | 2026-07-28+ | 37/100 | F |
| 46 | react-mcp-client Darko-Martinovic/react-mcp-client AggregateDataCheckSupermarketHealthCheckSystemHealth+20 | 23 | 2026-07-28+ | 35/100 | F |
| 47 | MCP_servers_and_a2a_utils anjijava16/MCP_servers_and_a2a_utils entity_extraction_and_graph_creation | 1 | 2026-07-28+ | 33/100 | F |
| 48 | StyleCLIP attarmau/StyleCLIP multi_garment_taggingtag_clothing_imagetag_image_endpoint+1 | 4 | 2026-07-28+ | 33/100 | F |
| 49 | Ecommerce-website AM-AG/Ecommerce-website create_status_checkget_status_checksroot | 3 | 2026-07-28+ | 31/100 | F |
| 50 | Varon-AI 201Harsh/Varon-AI ArcStrikeUnitBlackFireAIBlackReplit+10 | 13 | 2025-06-18+ | 31/100 | F |