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2,721 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | 3xpl-mcp exekerey/3xpl-mcp aggregate_address_balancesaggregate_address_mempoolaggregate_address_transfers+12 | 15 | <=2025-11-25 | 49/100 | F |
| 2 |
| Academic-Research-MCP-Suite sercantas/Academic-Research-MCP-Suite generaterefinerun |
| 3 |
| 2025-06-18+ |
| 49/100 |
| F |
| 3 | AdaptiveFuzz vgnshwar/AdaptiveFuzz banner_grabberport_scannerweb_search | 3 | 2026-07-28+ | 49/100 | F |
| 4 | Arxiv-MCP emi-dm/Arxiv-MCP analyze_trendsdownload_paperget_paper_details+1 | 4 | <=2025-11-25 | 49/100 | F |
| 5 | AutopilotMonitor okieselbach/AutopilotMonitor get_device_propertiesget_enrollment_sessionget_ime_version_history+14 | 17 | 2026-07-28+ | 49/100 | F |
| 6 | Blue-Team-Tools CyberPanther232/Blue-Team-Tools shodan_domain_lookupshodan_exploit_lookupshodan_host_search+5 | 8 | 2026-07-28+ | 49/100 | F |
| 7 | CoChem-Agents yuxi-TJU/CoChem-Agents analyze_moleculebatch_process_moleculescalculate_descriptors+9 | 12 | <=2025-11-25 | 49/100 | F |
| 8 | DAAgent DSXiangLi/DAAgent close_sandboxexecute_codeget_execution_history+2 | 5 | 2025-06-18+ | 49/100 | F |
| 9 | Discord-AI-Agent OoriData/Discord-AI-Agent adderror_toollong_task+1 | 4 | <=2025-11-25 | 49/100 | F |
| 10 | FIWARE-MCP-Server dncampo/FIWARE-MCP-Server CB_versionexecute_queryget_all_entities+2 | 5 | 2026-07-28+ | 49/100 | F |
| 11 | Fabric-Analytics-MCP santhoshravindran7/Fabric-Analytics-MCP assign_capacity_to_workspacecreate_fabric_lakehousecreate_fabric_spark_pools+16 | 19 | 2026-07-28+ | 49/100 | F |
| 12 | Fast-Whisper-MCP-Server BigUncle/Fast-Whisper-MCP-Server batch_transcribe_audioget_model_info_apitranscribe | 3 | <=2025-11-25 | 49/100 | F |
| 13 | JAVAMCPserver naveenvivek/JAVAMCPserver execute_trino_queryflink_job_detailsflink_jobmanager_metrics+13 | 16 | <=2025-11-25 | 49/100 | F |
| 14 | KEGG-MCP-Server Augmented-Nature/KEGG-MCP-Server batch_querybrite_searchcompound_info+10 | 13 | 2026-07-28+ | 49/100 | F |
| 15 | MCP-Outlook-Local-Server thomaspical/MCP-Outlook-Local-Server create_eventlist_accountslist_emails+5 | 8 | <=2025-11-25 | 49/100 | F |
| 16 | MCP-Security-Agent johnjohn2410/MCP-Security-Agent analyze_vulnerabilitiescheck_policiesgenerate_report+4 | 7 | 2026-07-28+ | 49/100 | F |
| 17 | MCP_Server FernandoTN/MCP_Server create_eventdelete_eventfreebusy_query+1 | 4 | <=2025-11-25 | 49/100 | F |
| 18 | MarketScope-AI-Powered-Industry-Segment-Intelligence-Platform BigDataTeam5/MarketScope-AI-Powered-Industry-Segment-Intelligence-Platform analyze_market_segmentanalyze_sales_datacalculate_sales_forecast+9 | 12 | <=2025-11-25 | 49/100 | F |
| 19 | Mastervolt-Deep-Research ssdeanx/Mastervolt-Deep-Research alpha_vantage_time_series_dailyalpha_vantage_time_series_intradayanalyze_data_patterns+5 | 8 | 2025-06-18+ | 49/100 | F |
| 20 | PGMCP Ark3a/PGMCP analyze_function_with_aicompare_functionsget_analysis_log+13 | 16 | <=2025-11-25 | 49/100 | F |
| 21 | PentestMCP YoussefSahnoun/PentestMCP ASREPRoastKerberoastbruteforce_rid_users+11 | 14 | <=2025-11-25 | 49/100 | F |
| 22 | PubChem-MCP-Server JackKuo666/PubChem-MCP-Server get_pubchem_compound_by_cidsearch_pubchem_advancedsearch_pubchem_by_name+1 | 4 | <=2025-11-25 | 49/100 | F |
| 23 | VirusTotal-Security-Checker Sandhya80/VirusTotal-Security-Checker confirm_emaildownload_report_texthome+7 | 10 | 2026-07-28+ | 49/100 | F |
| 24 | Windows-DNS-Policy-Manager joshuatownsend/Windows-DNS-Policy-Manager dns_check_healthdns_export_server_configdns_get_blocklist+13 | 16 | 2026-07-28+ | 49/100 | F |
| 25 | aegis-mcp raghulvj01/aegis-mcp aws_check_s3_public_accessaws_list_ec2_instancescicd_pipeline_status+18 | 21 | <=2025-11-25 | 49/100 | F |
| 26 | agentid-mcp OscarNaslundCuesta/agentid-mcp authenticated_fetchcomplete_authenticationstart_authentication | 3 | 2026-07-28+ | 49/100 | F |
| 27 | amazon-redshift-mcp-server-by-cdata CDataSoftware/amazon-redshift-mcp-server-by-cdata redshift_get_columnsredshift_get_tablesredshift_run_query | 3 | <=2025-11-25 | 49/100 | F |
| 28 | apache-hbase-mcp-server-by-cdata CDataSoftware/apache-hbase-mcp-server-by-cdata hbase_get_columnshbase_get_tableshbase_run_query | 3 | <=2025-11-25 | 49/100 | F |
| 29 | apache-spark-mcp-server-by-cdata CDataSoftware/apache-spark-mcp-server-by-cdata get_columnsget_tablesrun_query | 3 | <=2025-11-25 | 49/100 | F |
| 30 | apic-mcp-server beletea/apic-mcp-server authenticate_apicfetch_apic_classget_application_profiles+3 | 6 | <=2025-11-25 | 49/100 | F |
| 31 | asset-intel-orchestration-engine Kronova-Intelligent-Systems/asset-intel-orchestration-engine analyze_dataanalyze_nftsasset_tokenization_engine+23 | 26 | 2026-07-28+ | 49/100 | F |
| 32 | atlas-g-protocol MichaelWeed/atlas-g-protocol mcp_audit_projectmcp_check_availabilitymcp_get_capabilities+4 | 7 | 2026-07-28+ | 49/100 | F |
| 33 | authprobe authprobe/authprobe authprobe_bundle_evidenceauthprobe_render_markdownauthprobe_scan_http+2 | 5 | 2025-06-18+ | 49/100 | F |
| 34 | awesome-skills theneoai/awesome-skills analyze_scriptsapply_gerrit_permissionsassess_functionality+5 | 8 | 2026-07-28+ | 49/100 | F |
| 35 | azure-data-lake-storage-mcp-server-by-cdata CDataSoftware/azure-data-lake-storage-mcp-server-by-cdata {prefix}_get_columns{prefix}_get_tables{prefix}_run_query | 3 | <=2025-11-25 | 49/100 | F |
| 36 | bigeye-mcp-server bigeyedata/bigeye-mcp-server analyze_lineagecheck_healthcreate_metric+23 | 26 | 2026-07-28+ | 49/100 | F |
| 37 | biothings-mcp longevity-genie/biothings-mcp biothings_download_entrez_databiothings_download_entrez_data_localbiothings_get_chemical+15 | 18 | <=2025-11-25 | 49/100 | F |
| 38 | bonnard-cli bonnard-data/bonnard-cli annotatedashboard deploydashboard dev+31 | 34 | 2026-07-28+ | 49/100 | F |
| 39 | bricks-use aymenfurter/bricks-use compare_tablesexecute_queryget_table_info+1 | 4 | <=2025-11-25 | 49/100 | F |
| 40 | chatbi-mcp-server Steven-Luo/chatbi-mcp-server analyze_dataget_preview_data | 2 | 2025-06-18+ | 49/100 | F |
| 41 | chatbots-mcp-server OumaimaZerouali/chatbots-mcp-server createAppointmentgetAllBotConfigsgetBotConfigById+1 | 4 | <=2025-11-25 | 49/100 | F |
| 42 | check-please Senpai-Sama7/check-please audit_credentialsget_credentialget_usage+1 | 4 | <=2025-11-25 | 49/100 | F |
| 43 | claude-channel-signal BrendanMartin/claude-channel-signal replysend | 2 | <=2025-11-25 | 49/100 | F |
| 44 | cloudflare-vectorize-mcp-server endou-mame/cloudflare-vectorize-mcp-server search | 1 | <=2025-11-25 | 49/100 | F |
| 45 | cloudmigration-mcp-server handaas/cloudmigration-mcp-server cloudmigration_cloud_assetscloudmigration_domain_infocloudmigration_fuzzy_search | 3 | 2026-07-28+ | 49/100 | F |
| 46 | colab-mcp SebastianGilPinzon/colab-mcp add_code_celladd_text_cellchange_runtime+6 | 9 | <=2025-11-25 | 49/100 | F |
| 47 | countly-mcp mksglu/countly-mcp countlyEventssendCountlyEvent | 2 | <=2025-11-25 | 49/100 | F |
| 48 | cpanel-mcp ashrobertsdragon/cpanel-mcp add_email_accountchange_passwordcreate_email_forwarder+6 | 9 | 2026-07-28+ | 49/100 | F |
| 49 | dank-mcp AgentDank/dank-mcp query | 1 | <=2025-11-25 | 49/100 | F |
| 50 | data-gov-in-mcp Yash-Kavaiya/data-gov-in-mcp clear_cachefilter_datasetget_cache_statistics+5 | 8 | <=2025-11-25 | 49/100 | F |