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78 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 | 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 |
| 3 | bvbrc-mcp-server cucinellclark/bvbrc-mcp-server agent_chatcreate_feature_groupcreate_genome_group+5 | 8 | <=2025-11-25 | 68/100 | C |
| 4 | orchid-youtube-mcp pablitxn/orchid-youtube-mcp delete_videoget_ingestion_statusget_sources+3 | 6 | 2026-07-28+ | 66/100 | C |
| 5 | UNS-MCP Unstructured-IO/UNS-MCP create_astradb_destinationcreate_databricks_delta_table_destinationcreate_destination_connector+13 | 16 | <=2025-11-25 | 64/100 | C |
| 6 | weave-mcp maximilien/weave-mcp count_collectionscount_documentscreate_collection+15 | 18 | 2026-07-28+ | 64/100 | C |
| 7 | aind-metadata-mcp AllenNeuralDynamics/aind-metadata-mcp aggregation_retrievalcount_recordsget_records+3 | 6 | 2026-07-28+ | 63/100 | C |
| 8 | family-serve-delicious Axyor/family-serve-delicious find-group-by-namefind-members-by-restrictiongroup-recipe-context+1 | 4 | 2025-06-18+ | 62/100 | C |
| 9 | cgc anthonylee991/cgc cgc_add_sourcecgc_chunkcgc_discover+9 | 12 | 2026-07-28+ | 60/100 | C |
| 10 | Infinity-API RocketPy-Team/Infinity-API create_flight_from_referencescreate_rocket_from_motor_referencedelete_environment_by_id+32 | 35 | 2026-07-28+ | 59/100 | D |
| 11 | paper-scout jonradoff/paper-scout assess_significancegenerate_summary_contextget_interest_profile+7 | 10 | 2026-07-28+ | 59/100 | D |
| 12 | dolex outsidedata/dolex analyze_dataclean_columnclear_cache+17 | 20 | 2026-07-28+ | 58/100 | D |
| 13 | MCPHackathon HeetVekariya/MCPHackathon create_gdrive_sourcecreate_mongodb_destinationcreate_workflow+10 | 13 | <=2025-11-25 | 57/100 | D |
| 14 | get-data-from-deltron Duskalor/get-data-from-deltron armar_buildbuscar_componentes | 2 | 2026-07-28+ | 57/100 | D |
| 15 | Multi-Agents-MCP TrongNV2003/Multi-Agents-MCP Check inventory detailCreate ordercreate_order+2 | 5 | <=2025-11-25 | 56/100 | D |
| 16 | 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 |
| 17 | clio-agent iowarp/clio-agent ask_usercreate_a2ui_surfacecreate_artifact+16 | 19 | 2026-07-28+ | 56/100 | D |
| 18 | java-MCP-assistant HaibaraAi2517/java-MCP-assistant buy-ticketquery-ticket | 2 | <=2025-11-25 | 56/100 | D |
| 19 | mcp-server rainer85ah/mcp-server ask_question_toolclassify_toolcomplete_text_tool+12 | 15 | 2026-07-28+ | 56/100 | D |
| 20 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 21 | MCP-Architecture Gautam-121/MCP-Architecture execute-graphql | 1 | 2026-07-28+ | 54/100 | D |
| 22 | mongodb-mcp-server mongodb-js/mongodb-mcp-server | 0 | <=2025-11-25 | 54/100 | D |
| 23 | mcp-console-automation ooples/mcp-console-automation console_cancel_jobconsole_cleanup_sessionsconsole_clear_output+27 | 30 | <=2025-11-25 | 53/100 | D |
| 24 | mcp-gateway-registry agentic-community/mcp-gateway-registry add_two_numbersconcatenate_stringsdelete_server+12 | 15 | <=2025-11-25 | 53/100 | D |
| 25 | secsee ishk9/secsee analyze_projectspin_up_servicestear_down_services+4 | 7 | <=2025-11-25 | 53/100 | D |
| 26 | travel-agency-mcp sydhsn/travel-agency-mcp add_travelerget_travelers_by_destinationlist_travelers | 3 | 2026-07-28+ | 53/100 | D |
| 27 | GateTest crclabs-hq/GateTest audit_logblame_regressioncapture_screenshot+21 | 24 | 2026-07-28+ | 52/100 | D |
| 28 | chatbot_Shopify Mobeen-Dev/chatbot_Shopify add_cartline_itemscreate_new_cart_with_itemsfile_search+6 | 9 | <=2025-11-25 | 52/100 | D |
| 29 | mcp-memory-server PiGrieco/mcp-memory-server analyze_messageauto_save_memorycreate_memory+16 | 19 | 2026-07-28+ | 52/100 | D |
| 30 | arxiv-mcp Ractorrr/arxiv-mcp download_pdfget_paperlist_saved+3 | 6 | 2026-07-28+ | 51/100 | D |
| 31 | beam-mcp-server souravch/beam-mcp-server beam-wordcountcancel_jobcreate_job+9 | 12 | <=2025-11-25 | 50/100 | D |
| 32 | localdata-mcp ChrisGVE/localdata-mcp analyze_networkexecute_enhanced_queryget_database_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 33 | CloudBase-MCP TencentCloudBase/CloudBase-MCP authmanagePgDatabasequeryPgDatabase+2 | 5 | 2025-06-18+ | 48/100 | F |
| 34 | c2sagent C2SAgent/c2sagent answer_with_server_code_streamingask_agentcall_tool+14 | 17 | 2026-07-28+ | 46/100 | F |
| 35 | memory-bank-mcp-server yywdandan/memory-bank-mcp-server create_projectcreate_rulecreative_add_idea+16 | 19 | 2026-07-28+ | 46/100 | F |
| 36 | Experimentos-com-MCP sillas/Experimentos-com-MCP get_carssave_to_file | 2 | <=2025-11-25 | 45/100 | F |
| 37 | No2SQL Ptalati015/No2SQL CompareIdFieldsToIdsGenerateErdMermaidGenerateErdPlantUml+6 | 9 | <=2025-11-25 | 44/100 | F |
| 38 | marmot marmotdata/marmot | 0 | 2026-07-28+ | 44/100 | F |
| 39 | mcp-server-idapro fdrechsler/mcp-server-idapro get_disassemblyget_exportsget_functions+9 | 12 | 2026-07-28+ | 44/100 | F |
| 40 | weather-mcp-assistant abdulmuhaymen/weather-mcp-assistant get_all_stations_summaryget_pressure_trendget_station_metadata+2 | 5 | 2026-07-28+ | 44/100 | F |
| 41 | context-builder DrDroidLab/context-builder checkdetectinit+2 | 5 | 2026-07-28+ | 43/100 | F |
| 42 | mcp-mongo Nisarg-Shah2302/mcp-mongo create-databaseinsert-datainventory-management+3 | 6 | 2026-07-28+ | 43/100 | F |
| 43 | McpServer Darko-Martinovic/McpServer FindArticleByContentKeyFindArticlesByNameGetArticlesWithIngredients+12 | 15 | <=2025-11-25 | 42/100 | F |
| 44 | Zippy SHREESH2004/Zippy addAddressaddProductaddToCart+22 | 25 | 2026-07-28+ | 42/100 | F |
| 45 | mcp-server-mongo Pablo0Ruiz/mcp-server-mongo count_productsdelete_productfilter_product+3 | 6 | 2026-07-28+ | 42/100 | F |
| 46 | DataMaster-MCP szqshan/DataMaster-MCP analyze_dataapi_data_previewconnect_data_source+11 | 14 | <=2025-11-25 | 41/100 | F |
| 47 | celp-mcp CelpAI/celp-mcp query-databasequery-database-turbo | 2 | 2026-07-28+ | 41/100 | F |
| 48 | MCP-AutoML-Tool NaveenPrabakar/MCP-AutoML-Tool clean_datasetdownload_kaggle_datasetpreview_dataset+3 | 6 | 2026-07-28+ | 39/100 | F |
| 49 | trifle-cli trifle-io/trifle-cli auth_loginauth_meauth_signup+17 | 20 | 2026-07-28+ | 39/100 | F |
| 50 | agent-builder-api nagaraj-real/agent-builder-api directly_answergit_diff_toolgit_pull_request_diff_tool+14 | 17 | 2026-07-28+ | 38/100 | F |