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1,726 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | semantic-scholar-graph-api alperenkocyigit/semantic-scholar-graph-api get_semantic_scholar_author_detailsget_semantic_scholar_authors_batchget_semantic_scholar_citations_and_references+9 | 12 | <=2025-11-25 | 59/100 | D |
| 52 | sigma-mcp-server dgdocker/sigma-mcp-server |
| 4 |
| <=2025-11-25 |
| 59/100 |
| D |
| 53 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 54 | trino-mcp weijie-tan3/trino-mcp describe_tableexecute_queryexecute_query_to_file+3 | 6 | <=2025-11-25 | 59/100 | D |
| 55 | trino_mcp stinkgen/trino_mcp execute_query | 1 | <=2025-11-25 | 59/100 | D |
| 56 | unicef-datawarehouse-mcp tryolabs/unicef-datawarehouse-mcp get_all_indicators_for_dataflowget_available_dataflowsget_data_for_dataflow | 3 | <=2025-11-25 | 59/100 | D |
| 57 | wekadocs-matrix bgconley/wekadocs-matrix graph.childrengraph.describegraph.expand+8 | 11 | <=2025-11-25 | 59/100 | D |
| 58 | ya-metrics-mcp mrkhachaturov/ya-metrics-mcp compare_segmentscompare_segments_drilldownget_account_info+28 | 31 | <=2025-11-25 | 59/100 | D |
| 59 | Air-Quality-Trends-Analysis-Project dyneth02/Air-Quality-Trends-Analysis-Project compare_citiesforecast_cityforecast_multi+1 | 4 | <=2025-11-25 | 58/100 | D |
| 60 | Intelli intelligentnode/Intelli addbashedit_file+6 | 9 | 2026-07-28+ | 58/100 | D |
| 61 | LogLead EvoTestOps/LogLead anomaly_file_contentanomaly_folder_contentanomaly_folder_filename+25 | 28 | <=2025-11-25 | 58/100 | D |
| 62 | MCP-PostgreSQL-Ops call518/MCP-PostgreSQL-Ops get_lock_monitoringget_wal_status | 2 | <=2025-11-25 | 58/100 | D |
| 63 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 64 | One-Stop-Shop-N8N-MCP Zevas1993/One-Stop-Shop-N8N-MCP execute_agent_pipelineexecute_graphrag_queryexecute_pattern_discovery+9 | 12 | 2026-07-28+ | 58/100 | D |
| 65 | Train-in-Silence hlpun/Train-in-Silence dump_market_offersexplain_planlist_providers+4 | 7 | 2026-07-28+ | 58/100 | D |
| 66 | VASPilot JiaxuanLiu-Arsko/VASPilot analyze_crystal_structurecreate_crystal_structurejson_approx_search_tool+3 | 6 | 2026-07-28+ | 58/100 | D |
| 67 | WolframMCP sw1sh/WolframMCP append_cellappend_cellsappend_cells_json+15 | 18 | <=2025-11-25 | 58/100 | D |
| 68 | amazon-braket-mcp-server petertilsen/amazon-braket-mcp-server cancel_quantum_taskcreate_bell_pair_circuitcreate_quantum_circuit+5 | 8 | <=2025-11-25 | 58/100 | D |
| 69 | baseql-mcp xFoundry/baseql-mcp getTableSchemalistTablesquery+2 | 5 | 2026-07-28+ | 58/100 | D |
| 70 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 71 | bls_data kovashikawa/bls_data analyze_cpi_seasonalityget_seriesget_series_info+3 | 6 | 2026-07-28+ | 58/100 | D |
| 72 | breezeml venomez-viper/breezeml auditcomparedeploy+8 | 11 | 2026-07-28+ | 58/100 | D |
| 73 | claude-mcp GRID-is/claude-mcp get_workbook_chartlist_workbooksquery_workbook+1 | 4 | 2026-07-28+ | 58/100 | D |
| 74 | critical-minerals-data-tools Redliana/critical-minerals-data-tools detect_dataset_schemasdetect_file_schemaget_commodity_ranking+10 | 13 | <=2025-11-25 | 58/100 | D |
| 75 | databricks-mcp-server vinay-ram1999/databricks-mcp-server execute_spark_sql_queryfetch_schemas_in_catalogfetch_table_info+1 | 4 | <=2025-11-25 | 58/100 | D |
| 76 | dbt-semantic-layer-mcp-server TommyBez/dbt-semantic-layer-mcp-server create_queryfetch_metricsfetch_query_result+1 | 4 | <=2025-11-25 | 58/100 | D |
| 77 | dbx-mcp-server manishsat/dbx-mcp-server create_clusterdelete_clusterfind_cluster_by_name+5 | 8 | <=2025-11-25 | 58/100 | D |
| 78 | dlt-mcp dlt-hub/dlt-mcp display_schemaexecute_sql_queryget_load_table+7 | 10 | 2026-07-28+ | 58/100 | D |
| 79 | dolex outsidedata/dolex analyze_dataclean_columnclear_cache+17 | 20 | 2026-07-28+ | 58/100 | D |
| 80 | easy-cass-mcp rustyrazorblade/easy-cass-mcp analyze_configurationanalyze_table_optimizationsanalyze_thread_pools+7 | 10 | <=2025-11-25 | 58/100 | D |
| 81 | elasticsearch-mcp awesimon/elasticsearch-mcp bulkcreate_indexcreate_index_template+8 | 11 | 2026-07-28+ | 58/100 | D |
| 82 | felt-mcp kthy/felt-mcp create_new_mapget_map_detailsget_map_layers+1 | 4 | <=2025-11-25 | 58/100 | D |
| 83 | geoflow-stac-mcp Null-Island-Labs/geoflow-stac-mcp collection_infolist_collectionsstac_compute_query+2 | 5 | <=2025-11-25 | 58/100 | D |
| 84 | kettle-mcp pradeepmouli/kettle-mcp cleanup_kettle_transformationexecute_kettle_jobexecute_kettle_transformation+21 | 24 | 2025-06-18+ | 58/100 | D |
| 85 | litvar-link berntpopp/litvar-link get_cache_statshealth_checksearch_gene_variants | 3 | 2026-07-28+ | 58/100 | D |
| 86 | mcp-agentic-starter billzGH/mcp-agentic-starter aggregateanalyze_columncheck_inventory+28 | 31 | <=2025-11-25 | 58/100 | D |
| 87 | mcp-arxiv-server sairam3824/mcp-arxiv-server compare_papersget_citationsget_paper+5 | 8 | 2026-07-28+ | 58/100 | D |
| 88 | mcp-js-executor memori-ai/mcp-js-executor execute_js | 1 | 2026-07-28+ | 58/100 | D |
| 89 | mcp-server frontal-cloud/mcp-server frontal_call_endpointfrontal_describe_endpointfrontal_get_dataset+5 | 8 | 2026-07-28+ | 58/100 | D |
| 90 | mcp-server-abs seansoreilly/mcp-server-abs list_dataflowsquery_dataset | 2 | 2025-06-18+ | 58/100 | D |
| 91 | mcp-server-jupyter ihrpr/mcp-server-jupyter add_celledit_cellexecute_cell+3 | 6 | 2026-07-28+ | 58/100 | D |
| 92 | mcp-server-teradata-wlm teradata-labs/mcp-server-teradata-wlm abort_sessions_useractivate_rulesetadd_classification_to_rule+20 | 23 | <=2025-11-25 | 58/100 | D |
| 93 | mcp_server_client muralianand12345/mcp_server_client describe_tablefind_relationshipsget_foreign_keys+9 | 12 | 2025-06-18+ | 58/100 | D |
| 94 | mlrun-mcp-server alonmr/mlrun-mcp-server create_functioncreate_projectdeploy_function+6 | 9 | <=2025-11-25 | 58/100 | D |
| 95 | mnemiq agenticfabriq/mnemiq db_readdb_writeget_schema | 3 | 2026-07-28+ | 58/100 | D |
| 96 | ms_fabric_mcp duggurd/ms_fabric_mcp querysearch_columns_by_tablesearch_tables | 3 | 2026-07-28+ | 58/100 | D |
| 97 | nmdc-mcp microbiomedata/nmdc-mcp fetch_and_filter_gff_by_pfam_domainsget_all_collection_idsget_biosamples_for_study+13 | 16 | 2026-07-28+ | 58/100 | D |
| 98 | notebooklm-mcp PleasePrompto/notebooklm-mcp add_notebookadd_sourceask_question+16 | 19 | <=2025-11-25 | 58/100 | D |
| 99 | onekgpd-mcp dnaerys/onekgpd-mcp computeKinshipDuocomputeKinshipTriofindDeNovoVariants+8 | 11 | 2025-06-18+ | 58/100 | D |
| 100 | outerspace-apizr Alien6-Studio/outerspace-apizr analyze_fileconvert_notebookgenerate_dockerfile+4 | 7 | 2026-07-28+ | 58/100 | D |