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63 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 |
| B |
| 2 | mcp-rs n-takatsu/mcp-rs cancel_pending_switchconfigure_switch_policyget_current_active_engine+6 | 9 | 2026-07-28+ | 72/100 | B |
| 3 | veritas project-89/veritas donefetch_signalsget_narrative_context+3 | 6 | <=2025-11-25 | 69/100 | C |
| 4 | bvbrc-mcp-server cucinellclark/bvbrc-mcp-server agent_chatcreate_feature_groupcreate_genome_group+5 | 8 | <=2025-11-25 | 68/100 | C |
| 5 | StreamStorm Ashif4354/StreamStorm get_active_channelsget_ai_provider_keysget_assigned_profiles+12 | 15 | <=2025-11-25 | 67/100 | C |
| 6 | llmopt jonradoff/llmopt llmopt_get_reportllmopt_get_visibility_scorellmopt_list_domains+2 | 5 | 2026-07-28+ | 67/100 | C |
| 7 | orchid-youtube-mcp pablitxn/orchid-youtube-mcp delete_videoget_ingestion_statusget_sources+3 | 6 | 2026-07-28+ | 66/100 | C |
| 8 | UNS-MCP Unstructured-IO/UNS-MCP create_astradb_destinationcreate_databricks_delta_table_destinationcreate_destination_connector+13 | 16 | <=2025-11-25 | 64/100 | C |
| 9 | weave-mcp maximilien/weave-mcp count_collectionscount_documentscreate_collection+15 | 18 | 2026-07-28+ | 64/100 | C |
| 10 | aind-metadata-mcp AllenNeuralDynamics/aind-metadata-mcp aggregation_retrievalcount_recordsget_records+3 | 6 | 2026-07-28+ | 63/100 | C |
| 11 | cgc anthonylee991/cgc cgc_add_sourcecgc_chunkcgc_discover+9 | 12 | 2026-07-28+ | 60/100 | C |
| 12 | paper-scout jonradoff/paper-scout assess_significancegenerate_summary_contextget_interest_profile+7 | 10 | 2026-07-28+ | 59/100 | D |
| 13 | dolex outsidedata/dolex analyze_dataclean_columnclear_cache+17 | 20 | 2026-07-28+ | 58/100 | D |
| 14 | mcp-youtube kirbah/mcp-youtube findConsistentOutlierChannelsgetChannelStatisticsgetChannelTopVideos+6 | 9 | 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 | clio-agent iowarp/clio-agent ask_usercreate_a2ui_surfacecreate_artifact+16 | 19 | 2026-07-28+ | 56/100 | D |
| 17 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 18 | flipbook jonradoff/flipbook create_flipbookdelete_flipbookget_flipbook+3 | 6 | 2026-07-28+ | 55/100 | D |
| 19 | mongodb-mcp-server mongodb-js/mongodb-mcp-server | 0 | <=2025-11-25 | 54/100 | D |
| 20 | mcp-console-automation ooples/mcp-console-automation console_cancel_jobconsole_cleanup_sessionsconsole_clear_output+27 | 30 | <=2025-11-25 | 53/100 | D |
| 21 | mcp-gateway-registry agentic-community/mcp-gateway-registry add_two_numbersconcatenate_stringsdelete_server+12 | 15 | <=2025-11-25 | 53/100 | D |
| 22 | secsee ishk9/secsee analyze_projectspin_up_servicestear_down_services+4 | 7 | <=2025-11-25 | 53/100 | D |
| 23 | GateTest crclabs-hq/GateTest audit_logblame_regressioncapture_screenshot+21 | 24 | 2026-07-28+ | 52/100 | D |
| 24 | arxiv-mcp Ractorrr/arxiv-mcp download_pdfget_paperlist_saved+3 | 6 | 2026-07-28+ | 51/100 | D |
| 25 | beam-mcp-server souravch/beam-mcp-server beam-wordcountcancel_jobcreate_job+9 | 12 | <=2025-11-25 | 50/100 | D |
| 26 | mcp-modules-rust l3ocifer/mcp-modules-rust create_documentcreate_memorycreate_presentation+8 | 11 | <=2025-11-25 | 50/100 | D |
| 27 | localdata-mcp ChrisGVE/localdata-mcp analyze_networkexecute_enhanced_queryget_database_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 28 | Agentic-RAG-with-MCP-Server ashishpatel26/Agentic-RAG-with-MCP-Server check_relevanceextract_entities_toolget_time_with_prefix+1 | 4 | 2026-07-28+ | 48/100 | F |
| 29 | CloudBase-MCP TencentCloudBase/CloudBase-MCP authmanagePgDatabasequeryPgDatabase+2 | 5 | 2025-06-18+ | 48/100 | F |
| 30 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 31 | c2sagent C2SAgent/c2sagent answer_with_server_code_streamingask_agentcall_tool+14 | 17 | 2026-07-28+ | 46/100 | F |
| 32 | claude-code-but-not-coding JinTanba/claude-code-but-not-coding create_articledelete_articleget_article+3 | 6 | 2026-07-28+ | 46/100 | F |
| 33 | drd-vpc-agent DrDroidLab/drd-vpc-agent debug_taskfetch_connector_connections_testsfetch_playbook_execution_tasks+3 | 6 | 2026-07-28+ | 46/100 | F |
| 34 | No2SQL Ptalati015/No2SQL CompareIdFieldsToIdsGenerateErdMermaidGenerateErdPlantUml+6 | 9 | <=2025-11-25 | 44/100 | F |
| 35 | lekhanX PrithiviPM2580/lekhanX getServerStatushealthChecklogin+2 | 5 | <=2025-11-25 | 44/100 | F |
| 36 | marmot marmotdata/marmot | 0 | 2026-07-28+ | 44/100 | F |
| 37 | weather-mcp-assistant abdulmuhaymen/weather-mcp-assistant get_all_stations_summaryget_pressure_trendget_station_metadata+2 | 5 | 2026-07-28+ | 44/100 | F |
| 38 | InfraGenius aryasoni98/InfraGenius analyze_logscheck_cluster_healthdescribe_resource+9 | 12 | 2026-07-28+ | 43/100 | F |
| 39 | context-builder DrDroidLab/context-builder checkdetectinit+2 | 5 | 2026-07-28+ | 43/100 | F |
| 40 | DataMaster-MCP szqshan/DataMaster-MCP analyze_dataapi_data_previewconnect_data_source+11 | 14 | <=2025-11-25 | 41/100 | F |
| 41 | celp-mcp CelpAI/celp-mcp query-databasequery-database-turbo | 2 | 2026-07-28+ | 41/100 | F |
| 42 | MCP-AutoML-Tool NaveenPrabakar/MCP-AutoML-Tool clean_datasetdownload_kaggle_datasetpreview_dataset+3 | 6 | 2026-07-28+ | 39/100 | F |
| 43 | mcp-server wesleyribeirobarbosa/mcp-server analyzeEnergyConsumptionanalyzeGasConsumptiondetectWaterLeaks+10 | 13 | <=2025-11-25 | 39/100 | F |
| 44 | trifle-cli trifle-io/trifle-cli auth_loginauth_meauth_signup+17 | 20 | 2026-07-28+ | 39/100 | F |
| 45 | open-mcp-server changsong/open-mcp-server getNewsDetailgetNewsListgetStock+2 | 5 | <=2025-11-25 | 38/100 | F |
| 46 | Agentify Adidem23/Agentify FetchAllEmailsSendaMailadd_issue_comment+21 | 24 | 2026-07-28+ | 37/100 | F |
| 47 | chicory chicoryai/chicory query_bigqueryquery_databricksquery_postgresql+1 | 4 | 2026-07-28+ | 37/100 | F |
| 48 | observability-hub victoriacheng15/observability-hub delete_poddescribe_podget_pod_logs+8 | 11 | 2026-07-28+ | 37/100 | F |
| 49 | MCP-TOOL-COMBINED Sidesh07/MCP-TOOL-COMBINED clone_projectclone_repositoryexchange_code_for_token+7 | 10 | 2026-07-28+ | 36/100 | F |
| 50 | mcp-agentic-rag rukshannet/mcp-agentic-rag check_relevanceextract_entities_toolget_time_with_prefix+1 | 4 | 2026-07-28+ | 35/100 | F |