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851 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server add_insightcreate_memocreate_visualization+4 | 7 | <=2025-11-25 | 59/100 | D |
| 2 | Certus_server aditya-damerla128/Certus_server analyze_drug_shortage_trends |
| 8 |
| <=2025-11-25 |
| 59/100 |
| D |
| 3 | ChatBI Tunnello/ChatBI DuckDuckGoSearchRundatabase_schema_ragexecute_sqlite_query+6 | 9 | 2026-07-28+ | 59/100 | D |
| 4 | GTEx-MCP-Server Augmented-Nature/GTEx-MCP-Server calculate_dynamic_eqtlcalculate_expression_correlationget_clustered_expression+15 | 18 | 2026-07-28+ | 59/100 | D |
| 5 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 6 | MedCP BaranziniLab/MedCP get_clinical_records_schemaget_knowledge_graph_schemaquery_clinical_records+1 | 4 | <=2025-11-25 | 59/100 | D |
| 7 | Medium-Agent nikhilpravinpise/Medium-Agent medium_batchmedium_castmedium_export+5 | 8 | 2026-07-28+ | 59/100 | D |
| 8 | PubMed-MCP-Server Augmented-Nature/PubMed-MCP-Server advanced_searchbatch_article_lookupget_abstract+9 | 12 | 2026-07-28+ | 59/100 | D |
| 9 | Reddit-MCP-Server pvdsan/Reddit-MCP-Server create_vector_databasefetch_and_searchreturn_gemini_response+2 | 5 | 2026-07-28+ | 59/100 | D |
| 10 | addgene-mcp longevity-genie/addgene-mcp addgene_download_sequenceaddgene_get_popular_plasmidsaddgene_get_sequence_info+1 | 4 | <=2025-11-25 | 59/100 | D |
| 11 | adx-mcp-server pab1it0/adx-mcp-server execute_queryget_database_infoget_table_sample+2 | 5 | <=2025-11-25 | 59/100 | D |
| 12 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 13 | analytical-mcp quanticsoul4772/analytical-mcp advanced_data_preprocessingadvanced_regression_analysisadvanced_statistical_analysis+9 | 12 | <=2025-11-25 | 59/100 | D |
| 14 | apple-health-mcp daveremy/apple-health-mcp apple_health_dailyapple_health_trendsapple_health_workouts | 3 | 2026-07-28+ | 59/100 | D |
| 15 | arXiv-mcp Traves-Theberge/arXiv-mcp arxiv_download_paperarxiv_get_paper_citationsarxiv_get_paper_details+4 | 7 | 2026-07-28+ | 59/100 | D |
| 16 | baichuan-mcp-servers baichuan-inc/baichuan-mcp-servers baixiaoying_chatbaixiaoying_delete_filebaixiaoying_get_file_status+2 | 5 | <=2025-11-25 | 59/100 | D |
| 17 | bigquery-mcp-server osushinekotan/bigquery-mcp-server describe_tableexecute_queryget_allowed_datasets+3 | 6 | 2026-07-28+ | 59/100 | D |
| 18 | biostudies-mcp-server EBIBioStudies/biostudies-mcp-server get_studyget_study_infosearch_studies | 3 | 2026-07-28+ | 59/100 | D |
| 19 | biotite-mcp longevity-genie/biotite-mcp biotite_blast_searchbiotite_calculate_anglesbiotite_calculate_dihedrals+17 | 20 | <=2025-11-25 | 59/100 | D |
| 20 | bonnard bonnard-data/bonnard explore_schemalist_schemaquery+2 | 5 | <=2025-11-25 | 59/100 | D |
| 21 | borealis_dataverse_mcp jesswhyte/borealis_dataverse_mcp search_datasets | 1 | 2026-07-28+ | 59/100 | D |
| 22 | calcnook-mcp-server Declan142/calcnook-mcp-server calculate_bmi_bmr_tdeecalculate_compound_interestcalculate_eosg+14 | 17 | <=2025-11-25 | 59/100 | D |
| 23 | csvglow Ratnaditya-J/csvglow generate_dashboard | 1 | 2026-07-28+ | 59/100 | D |
| 24 | cube-mcp-server cubedevinc/cube-mcp-server chat | 1 | 2026-07-28+ | 59/100 | D |
| 25 | customized-elasticsearch-mcp-server Coolgiserz/customized-elasticsearch-mcp-server read_single_newssearch_newssearch_news_with_secondary_filter+1 | 4 | <=2025-11-25 | 59/100 | D |
| 26 | databeak jonpspri/databeak add_columnanalyze_csv_promptdata_cleaning_prompt+6 | 9 | <=2025-11-25 | 59/100 | D |
| 27 | datagovin-mcp-server the-data-gateway-initiative/datagovin-mcp-server agriculture_growth_ratebeneficiaries_under_pmkisancity_wise_wellness_centres+9 | 12 | <=2025-11-25 | 59/100 | D |
| 28 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 29 | dbt-cli-mcp MammothGrowth/dbt-cli-mcp dbt_builddbt_compiledbt_debug+6 | 9 | <=2025-11-25 | 59/100 | D |
| 30 | diabetes-m-mcp sedoglia/diabetes-m-mcp check_credentialsclear_credentialsgenerate_health_report+8 | 11 | 2026-07-28+ | 59/100 | D |
| 31 | dremio-mcp dremio/dremio-mcp CallDynamicToolDiscoverDynamicToolsGetPrometheusMetricsSchema+7 | 10 | 2025-06-18+ | 59/100 | D |
| 32 | ensembl-mcp-server effieklimi/ensembl-mcp-server ensembl_comparaensembl_feature_overlapensembl_lookup+7 | 10 | <=2025-11-25 | 59/100 | D |
| 33 | fabric-mcp-server adityajoshi12/fabric-mcp-server check_commit_readinessget_approved_chaincodeget_block_info+9 | 12 | 2026-07-28+ | 59/100 | D |
| 34 | fiftyone-mcp-server voxel51/fiftyone-mcp-server compute_boundscompute_meancompute_std+17 | 20 | <=2025-11-25 | 59/100 | D |
| 35 | gene_mcp matthew-sayer/gene_mcp assess_patient_genetic_risk_profilechat_with_modeldeep_research+1 | 4 | 2026-07-28+ | 59/100 | D |
| 36 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 37 | gis-dataconversion-mcp ronantakizawa/gis-dataconversion-mcp coordinates_to_locationcsv_to_geojsongeojson_to_csv+6 | 9 | 2026-07-28+ | 59/100 | D |
| 38 | go-mcp-example rameshsunkara/go-mcp-example get_report | 1 | <=2025-11-25 | 59/100 | D |
| 39 | google-health-fitbit-mcp BerkKilicoglu/google-health-fitbit-mcp google_health_agent_manifestgoogle_health_cache_statusgoogle_health_capabilities+26 | 29 | 2025-06-18+ | 59/100 | D |
| 40 | google-health-mcp davidmosiah/google-health-mcp google_health_agent_manifestgoogle_health_cache_statusgoogle_health_capabilities+23 | 26 | 2025-06-18+ | 59/100 | D |
| 41 | icf-mcp-server stayce/icf-mcp-server get_instrument_detailsicf_browse_categoryicf_explain_qualifier+6 | 9 | <=2025-11-25 | 59/100 | D |
| 42 | k01-mcp-server K01labs/k01-mcp-server generate_synthetic_cohort | 1 | 2026-07-28+ | 59/100 | D |
| 43 | kafka-schema-reg-mcp mikeysrecipes/kafka-schema-reg-mcp compare_contexts_across_registriescompare_registriesexport_context+8 | 11 | 2026-07-28+ | 59/100 | D |
| 44 | landuse-mcp contextualizer-ai/landuse-mcp get_land_coverget_landuse_datesget_soil_type | 3 | 2026-07-28+ | 59/100 | D |
| 45 | mcp PiwikPRO/mcp apps_createapps_getapps_list+14 | 17 | <=2025-11-25 | 59/100 | D |
| 46 | mcp-poc alibotean/mcp-poc filter_timeseriesget_category_itemsget_data_categories+1 | 4 | <=2025-11-25 | 59/100 | D |
| 47 | mcp-server-mariadb-vector DavidRamosSal/mcp-server-mariadb-vector mariadb_create_vector_storemariadb_delete_vector_storemariadb_insert_documents+2 | 5 | 2026-07-28+ | 59/100 | D |
| 48 | mcp-server-mathematica texra-ai/mcp-server-mathematica execute_mathematicaverify_derivation | 2 | <=2025-11-25 | 59/100 | D |
| 49 | mcp-server-xlwings geniuskey/mcp-server-xlwings find_replaceformat_rangeget_active_workbook+6 | 9 | 2026-07-28+ | 59/100 | D |
| 50 | mcp-servers distrihub/mcp-servers advanced_scrapecreate_directoryextract_attributes+28 | 31 | 2026-07-28+ | 59/100 | D |