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1,134 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | mcp-server MassimilianoPili/mcp-server api_getapi_healthapi_post+6 | 9 | 2026-07-28+ | 71/100 | B |
| 52 | mcp-server-best-practice-workshop mastra-ai/mcp-server-best-practice-workshop compute_account_healthrun_sql | 2 |
| 71/100 |
| B |
| 53 | mcp-superset bintocher/mcp-superset superset_permissions_audit | 1 | 2026-07-28+ | 71/100 | B |
| 54 | universe pappcorn/universe mail_archivemail_draftmail_label+17 | 20 | 2026-07-28+ | 71/100 | B |
| 55 | ScholarMCP lstudlo/ScholarMCP extract_granular_paper_detailsget_ingestion_statusingest_paper_fulltext+2 | 5 | 2026-07-28+ | 70/100 | B |
| 56 | datagouv-mcp datagouv/datagouv-mcp get_dataservice_infoget_dataset_infoget_dataset_metrics+9 | 12 | 2026-07-28+ | 70/100 | B |
| 57 | datawrapper-mcp palewire/datawrapper-mcp check_datawrapper_connectioncreate_chartdelete_chart+6 | 9 | 2025-06-18+ | 70/100 | B |
| 58 | earthdata-mcp nasa/earthdata-mcp get_citationsget_collectionsget_granules+3 | 6 | 2026-07-28+ | 70/100 | B |
| 59 | env-doctor mitulgarg/env-doctor cuda_infocuda_installcudnn_info+9 | 12 | 2026-07-28+ | 70/100 | B |
| 60 | eurostat-mcp-server cyanheads/eurostat-mcp-server eurostat_browse_themeseurostat_dataframe_describeeurostat_dataframe_query+3 | 6 | 2026-07-28+ | 70/100 | B |
| 61 | gtex-link berntpopp/gtex-link get_gene_expressionget_median_gene_expressionget_top_expressed_genes+2 | 5 | 2026-07-28+ | 70/100 | B |
| 62 | mcp-databricks-tiny compkick/mcp-databricks-tiny describe_tablediscover_namespacehealthcheck+5 | 8 | 2026-07-28+ | 70/100 | B |
| 63 | prefect-mcp-server PrefectHQ/prefect-mcp-server get_automationsget_dashboardget_deployments+12 | 15 | <=2025-11-25 | 70/100 | B |
| 64 | runcomfy-mcp runcomfy-com/runcomfy-mcp cancel_training_jobcreate_datasetcreate_deployment+17 | 20 | 2026-07-28+ | 70/100 | B |
| 65 | statfin-mcp markusl/statfin-mcp get_api_statusget_table_metadataget_variable_values+4 | 7 | 2025-06-18+ | 70/100 | B |
| 66 | Academic-Research-MCP-Suite sercantas/Academic-Research-MCP-Suite generaterefinerun | 3 | 2025-06-18+ | 49/100 | F |
| 67 | Arxiv-MCP emi-dm/Arxiv-MCP analyze_trendsdownload_paperget_paper_details+1 | 4 | <=2025-11-25 | 49/100 | F |
| 68 | CoChem-Agents yuxi-TJU/CoChem-Agents analyze_moleculebatch_process_moleculescalculate_descriptors+9 | 12 | <=2025-11-25 | 49/100 | F |
| 69 | DAAgent DSXiangLi/DAAgent close_sandboxexecute_codeget_execution_history+2 | 5 | 2025-06-18+ | 49/100 | F |
| 70 | FIWARE-MCP-Server dncampo/FIWARE-MCP-Server CB_versionexecute_queryget_all_entities+2 | 5 | 2026-07-28+ | 49/100 | F |
| 71 | Fabric-Analytics-MCP santhoshravindran7/Fabric-Analytics-MCP assign_capacity_to_workspacecreate_fabric_lakehousecreate_fabric_spark_pools+16 | 19 | 2026-07-28+ | 49/100 | F |
| 72 | JAVAMCPserver naveenvivek/JAVAMCPserver execute_trino_queryflink_job_detailsflink_jobmanager_metrics+13 | 16 | <=2025-11-25 | 49/100 | F |
| 73 | KEGG-MCP-Server Augmented-Nature/KEGG-MCP-Server batch_querybrite_searchcompound_info+10 | 13 | 2026-07-28+ | 49/100 | F |
| 74 | 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 |
| 75 | 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 |
| 76 | 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 |
| 77 | 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 |
| 78 | 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 |
| 79 | apache-spark-mcp-server-by-cdata CDataSoftware/apache-spark-mcp-server-by-cdata get_columnsget_tablesrun_query | 3 | <=2025-11-25 | 49/100 | F |
| 80 | 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 |
| 81 | bigeye-mcp-server bigeyedata/bigeye-mcp-server analyze_lineagecheck_healthcreate_metric+23 | 26 | 2026-07-28+ | 49/100 | F |
| 82 | biothings-mcp longevity-genie/biothings-mcp biothings_download_entrez_databiothings_download_entrez_data_localbiothings_get_chemical+15 | 18 | <=2025-11-25 | 49/100 | F |
| 83 | bonnard-cli bonnard-data/bonnard-cli annotatedashboard deploydashboard dev+31 | 34 | 2026-07-28+ | 49/100 | F |
| 84 | bricks-use aymenfurter/bricks-use compare_tablesexecute_queryget_table_info+1 | 4 | <=2025-11-25 | 49/100 | F |
| 85 | chatbi-mcp-server Steven-Luo/chatbi-mcp-server analyze_dataget_preview_data | 2 | 2025-06-18+ | 49/100 | F |
| 86 | cloudflare-vectorize-mcp-server endou-mame/cloudflare-vectorize-mcp-server search | 1 | <=2025-11-25 | 49/100 | F |
| 87 | colab-mcp SebastianGilPinzon/colab-mcp add_code_celladd_text_cellchange_runtime+6 | 9 | <=2025-11-25 | 49/100 | F |
| 88 | countly-mcp mksglu/countly-mcp countlyEventssendCountlyEvent | 2 | <=2025-11-25 | 49/100 | F |
| 89 | dank-mcp AgentDank/dank-mcp query | 1 | <=2025-11-25 | 49/100 | F |
| 90 | data-gov-in-mcp Yash-Kavaiya/data-gov-in-mcp clear_cachefilter_datasetget_cache_statistics+5 | 8 | <=2025-11-25 | 49/100 | F |
| 91 | dataform-mcp-server dannemarre/dataform-mcp-server dataform_compiledataform_compile_actiondataform_dry_run+6 | 9 | 2025-06-18+ | 49/100 | F |
| 92 | datos.gob.es-mcp AnCode666/datos.gob.es-mcp get_dataset_detailslist_datasetssearch_datasets | 3 | <=2025-11-25 | 49/100 | F |
| 93 | dp-mcp devraj21/dp-mcp analyze_table_patternsask_natural_language_querybackup_table_to_minio+14 | 17 | <=2025-11-25 | 49/100 | F |
| 94 | emr-mcp-server akashdeep01/emr-mcp-server analyze_yarn_applicationsdiagnose_performanceestimate_cost+7 | 10 | <=2025-11-25 | 49/100 | F |
| 95 | era5-mcp-server swnesbitt/era5-mcp-server fetch_era5_pressure_levelsfetch_era5_single_levelsinspect_netcdf | 3 | 2026-07-28+ | 49/100 | F |
| 96 | es-us-project kyopark2014/es-us-project draw_stock_trendrepl_coderrepl_drawer+6 | 9 | <=2025-11-25 | 49/100 | F |
| 97 | flink-mcp Cledar/flink-mcp configure_sessionget_configopen_new_session+2 | 5 | 2026-07-28+ | 49/100 | F |
| 98 | gcp-mcp-server LokiMCPUniverse/gcp-mcp-server get_instanceget_projectlist_buckets+5 | 8 | <=2025-11-25 | 49/100 | F |
| 99 | highplay_mcp MacromNex/highplay_mcp analyze_cyclic_peptidecancel_jobget_job_log+7 | 10 | <=2025-11-25 | 49/100 | F |
| 100 | iceberg-mcp-server cloudera/iceberg-mcp-server execute_queryget_schema | 2 | 2026-07-28+ | 49/100 | F |