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3,116 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 | ChatBI Tunnello/ChatBI |
| 9 |
| 2026-07-28+ |
| 59/100 |
| D |
| 3 | GTEx-MCP-Server Augmented-Nature/GTEx-MCP-Server calculate_dynamic_eqtlcalculate_expression_correlationget_clustered_expression+15 | 18 | 2026-07-28+ | 59/100 | D |
| 4 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 5 | MCP_Dummy-Sales_Data_Generation mohana9985/MCP_Dummy-Sales_Data_Generation create_productscreate_usersdelete_products | 3 | 2026-07-28+ | 59/100 | D |
| 6 | Matkorgen JMrtzsn/Matkorgen add_to_cartget_cartget_favourites+5 | 8 | 2026-07-28+ | 59/100 | D |
| 7 | Medium-Agent nikhilpravinpise/Medium-Agent medium_batchmedium_castmedium_export+5 | 8 | 2026-07-28+ | 59/100 | D |
| 8 | Reddit-MCP-Server pvdsan/Reddit-MCP-Server create_vector_databasefetch_and_searchreturn_gemini_response+2 | 5 | 2026-07-28+ | 59/100 | D |
| 9 | ZooData-Skills SerendipityOneInc/ZooData-Skills categoriescheckcompetitors+22 | 25 | 2026-07-28+ | 59/100 | D |
| 10 | adx-mcp-server pab1it0/adx-mcp-server execute_queryget_database_infoget_table_sample+2 | 5 | <=2025-11-25 | 59/100 | D |
| 11 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 12 | analytical-mcp quanticsoul4772/analytical-mcp advanced_data_preprocessingadvanced_regression_analysisadvanced_statistical_analysis+9 | 12 | <=2025-11-25 | 59/100 | D |
| 13 | arXiv-mcp Traves-Theberge/arXiv-mcp arxiv_download_paperarxiv_get_paper_citationsarxiv_get_paper_details+4 | 7 | 2026-07-28+ | 59/100 | D |
| 14 | bigquery-mcp-server osushinekotan/bigquery-mcp-server describe_tableexecute_queryget_allowed_datasets+3 | 6 | 2026-07-28+ | 59/100 | D |
| 15 | biostudies-mcp-server EBIBioStudies/biostudies-mcp-server get_studyget_study_infosearch_studies | 3 | 2026-07-28+ | 59/100 | D |
| 16 | biotite-mcp longevity-genie/biotite-mcp biotite_blast_searchbiotite_calculate_anglesbiotite_calculate_dihedrals+17 | 20 | <=2025-11-25 | 59/100 | D |
| 17 | blockchain-mcp tatumio/blockchain-mcp check_malicious_addresscheck_ownergateway_execute_rpc+10 | 13 | 2026-07-28+ | 59/100 | D |
| 18 | bonnard bonnard-data/bonnard explore_schemalist_schemaquery+2 | 5 | <=2025-11-25 | 59/100 | D |
| 19 | borealis_dataverse_mcp jesswhyte/borealis_dataverse_mcp search_datasets | 1 | 2026-07-28+ | 59/100 | D |
| 20 | cafe-aura-mcp matsubara457/cafe-aura-mcp cancel_reservationget_cafe_infoget_menu+5 | 8 | 2026-07-28+ | 59/100 | D |
| 21 | cellartracker-mcp michaelahern/cellartracker-mcp get_cellar_statsrefresh_datasearch_bottles+1 | 4 | 2026-07-28+ | 59/100 | D |
| 22 | cloudflare_mcp forayconsulting/cloudflare_mcp netsuite_assembly_listnetsuite_bom_getnetsuite_create+9 | 12 | 2026-07-28+ | 59/100 | D |
| 23 | conekta-mcp-server conekta/conekta-mcp-server generatePaymentComponentHTMLgenerateTokenizerHTMLreadPaymentComponentDocs | 3 | 2025-06-18+ | 59/100 | D |
| 24 | cscart-mcp-server popstas/cscart-mcp-server cscart_get_featurescscart_get_ordercscart_get_product+2 | 5 | 2026-07-28+ | 59/100 | D |
| 25 | csvglow Ratnaditya-J/csvglow generate_dashboard | 1 | 2026-07-28+ | 59/100 | D |
| 26 | cube-mcp-server cubedevinc/cube-mcp-server chat | 1 | 2026-07-28+ | 59/100 | D |
| 27 | 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 |
| 28 | databeak jonpspri/databeak add_columnanalyze_csv_promptdata_cleaning_prompt+6 | 9 | <=2025-11-25 | 59/100 | D |
| 29 | 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 |
| 30 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 31 | dbt-cli-mcp MammothGrowth/dbt-cli-mcp dbt_builddbt_compiledbt_debug+6 | 9 | <=2025-11-25 | 59/100 | D |
| 32 | dremio-mcp dremio/dremio-mcp CallDynamicToolDiscoverDynamicToolsGetPrometheusMetricsSchema+7 | 10 | 2025-06-18+ | 59/100 | D |
| 33 | eShopLite Azure-Samples/eShopLite GetParkInformationGetParkInformationGetWeatherForCity+2 | 5 | <=2025-11-25 | 59/100 | D |
| 34 | ensembl-mcp-server effieklimi/ensembl-mcp-server ensembl_comparaensembl_feature_overlapensembl_lookup+7 | 10 | <=2025-11-25 | 59/100 | D |
| 35 | fiftyone-mcp-server voxel51/fiftyone-mcp-server compute_boundscompute_meancompute_std+17 | 20 | <=2025-11-25 | 59/100 | D |
| 36 | flights-mcp maratsarbasov/flights-mcp get_flight_optionssearch_flights | 2 | 2026-07-28+ | 59/100 | D |
| 37 | genpark-query-intent-router-skill alphaparkinc/genpark-query-intent-router-skill route_query | 1 | 2026-07-28+ | 59/100 | D |
| 38 | genpark-refund-eligibility-checker-skill alphaparkinc/genpark-refund-eligibility-checker-skill check_eligibility | 1 | 2026-07-28+ | 59/100 | D |
| 39 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 40 | gis-dataconversion-mcp ronantakizawa/gis-dataconversion-mcp coordinates_to_locationcsv_to_geojsongeojson_to_csv+6 | 9 | 2026-07-28+ | 59/100 | D |
| 41 | go-mcp-example rameshsunkara/go-mcp-example get_report | 1 | <=2025-11-25 | 59/100 | D |
| 42 | imagen-mcp vipincr/imagen-mcp check_api_statusconvert_imageedit_image+6 | 9 | <=2025-11-25 | 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 | lazychat-erpnext soumyasethy/lazychat-erpnext describe_doctypefind_join_pathget_current_context+11 | 14 | 2026-07-28+ | 59/100 | D |
| 46 | magento-coding-standard-mcp Midhun-edv/magento-coding-standard-mcp check_securityexplain_ruleget_magento_pattern+4 | 7 | 2026-07-28+ | 59/100 | D |
| 47 | marinetraffic-mcp-server Cyreslab-AI/marinetraffic-mcp-server get_port_callsget_vessel_detailsget_vessel_position+3 | 6 | 2025-06-18+ | 59/100 | D |
| 48 | maxminddb-mcp oschwald/maxminddb-mcp list_databaseslookup_iplookup_network+1 | 4 | <=2025-11-25 | 59/100 | D |
| 49 | mcp PiwikPRO/mcp apps_createapps_getapps_list+14 | 17 | <=2025-11-25 | 59/100 | D |
| 50 | mcp-consigncloud modellers/mcp-consigncloud create_accountcreate_categorycreate_item+18 | 21 | 2026-07-28+ | 59/100 | D |