Loading ToolBench
657 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 DuckDuckGoSearchRundatabase_schema_rag |
| 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 | Medium-Agent nikhilpravinpise/Medium-Agent medium_batchmedium_castmedium_export+5 | 8 | 2026-07-28+ | 59/100 | D |
| 6 | Reddit-MCP-Server pvdsan/Reddit-MCP-Server create_vector_databasefetch_and_searchreturn_gemini_response+2 | 5 | 2026-07-28+ | 59/100 | D |
| 7 | adx-mcp-server pab1it0/adx-mcp-server execute_queryget_database_infoget_table_sample+2 | 5 | <=2025-11-25 | 59/100 | D |
| 8 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 9 | analytical-mcp quanticsoul4772/analytical-mcp advanced_data_preprocessingadvanced_regression_analysisadvanced_statistical_analysis+9 | 12 | <=2025-11-25 | 59/100 | D |
| 10 | arXiv-mcp Traves-Theberge/arXiv-mcp arxiv_download_paperarxiv_get_paper_citationsarxiv_get_paper_details+4 | 7 | 2026-07-28+ | 59/100 | D |
| 11 | bigquery-mcp-server osushinekotan/bigquery-mcp-server describe_tableexecute_queryget_allowed_datasets+3 | 6 | 2026-07-28+ | 59/100 | D |
| 12 | biostudies-mcp-server EBIBioStudies/biostudies-mcp-server get_studyget_study_infosearch_studies | 3 | 2026-07-28+ | 59/100 | D |
| 13 | biotite-mcp longevity-genie/biotite-mcp biotite_blast_searchbiotite_calculate_anglesbiotite_calculate_dihedrals+17 | 20 | <=2025-11-25 | 59/100 | D |
| 14 | bonnard bonnard-data/bonnard explore_schemalist_schemaquery+2 | 5 | <=2025-11-25 | 59/100 | D |
| 15 | borealis_dataverse_mcp jesswhyte/borealis_dataverse_mcp search_datasets | 1 | 2026-07-28+ | 59/100 | D |
| 16 | csvglow Ratnaditya-J/csvglow generate_dashboard | 1 | 2026-07-28+ | 59/100 | D |
| 17 | cube-mcp-server cubedevinc/cube-mcp-server chat | 1 | 2026-07-28+ | 59/100 | D |
| 18 | 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 |
| 19 | databeak jonpspri/databeak add_columnanalyze_csv_promptdata_cleaning_prompt+6 | 9 | <=2025-11-25 | 59/100 | D |
| 20 | 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 |
| 21 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 22 | dbt-cli-mcp MammothGrowth/dbt-cli-mcp dbt_builddbt_compiledbt_debug+6 | 9 | <=2025-11-25 | 59/100 | D |
| 23 | dremio-mcp dremio/dremio-mcp CallDynamicToolDiscoverDynamicToolsGetPrometheusMetricsSchema+7 | 10 | 2025-06-18+ | 59/100 | D |
| 24 | ensembl-mcp-server effieklimi/ensembl-mcp-server ensembl_comparaensembl_feature_overlapensembl_lookup+7 | 10 | <=2025-11-25 | 59/100 | D |
| 25 | fiftyone-mcp-server voxel51/fiftyone-mcp-server compute_boundscompute_meancompute_std+17 | 20 | <=2025-11-25 | 59/100 | D |
| 26 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 27 | gis-dataconversion-mcp ronantakizawa/gis-dataconversion-mcp coordinates_to_locationcsv_to_geojsongeojson_to_csv+6 | 9 | 2026-07-28+ | 59/100 | D |
| 28 | go-mcp-example rameshsunkara/go-mcp-example get_report | 1 | <=2025-11-25 | 59/100 | D |
| 29 | kafka-schema-reg-mcp mikeysrecipes/kafka-schema-reg-mcp compare_contexts_across_registriescompare_registriesexport_context+8 | 11 | 2026-07-28+ | 59/100 | D |
| 30 | landuse-mcp contextualizer-ai/landuse-mcp get_land_coverget_landuse_datesget_soil_type | 3 | 2026-07-28+ | 59/100 | D |
| 31 | mcp PiwikPRO/mcp apps_createapps_getapps_list+14 | 17 | <=2025-11-25 | 59/100 | D |
| 32 | mcp-poc alibotean/mcp-poc filter_timeseriesget_category_itemsget_data_categories+1 | 4 | <=2025-11-25 | 59/100 | D |
| 33 | 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 |
| 34 | mcp-server-mathematica texra-ai/mcp-server-mathematica execute_mathematicaverify_derivation | 2 | <=2025-11-25 | 59/100 | D |
| 35 | mcp-server-xlwings geniuskey/mcp-server-xlwings find_replaceformat_rangeget_active_workbook+6 | 9 | 2026-07-28+ | 59/100 | D |
| 36 | mcp-servers distrihub/mcp-servers advanced_scrapecreate_directoryextract_attributes+28 | 31 | 2026-07-28+ | 59/100 | D |
| 37 | mcp-trino-python alaturqua/mcp-trino-python describe_tableexecute_queryexpire_snapshots+13 | 16 | 2026-07-28+ | 59/100 | D |
| 38 | mcp-wandb tsilva/mcp-wandb get_run_detailsget_wandb_projectslist_project_metrics+2 | 5 | 2026-07-28+ | 59/100 | D |
| 39 | mcp_csv_server arunak1998/mcp_csv_server execute_polars_sqlget_files_listget_schema | 3 | 2026-07-28+ | 59/100 | D |
| 40 | metabase-hosted-mcp CarterMcAlister/metabase-hosted-mcp add_card_to_dashboardcopy_dashboardcreate_card+18 | 21 | <=2025-11-25 | 59/100 | D |
| 41 | metabase-mcp gobenpark/metabase-mcp archive_cardarchive_collectioncreate_card+15 | 18 | 2026-07-28+ | 59/100 | D |
| 42 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 43 | monte-carlo-mcp eesb99/monte-carlo-mcp run_business_scenariorun_sensitivity_analysistest_assumption_robustness+1 | 4 | 2026-07-28+ | 59/100 | D |
| 44 | nber-cli SepineTam/nber-cli add_paper_tagget_configget_feed+7 | 10 | 2026-07-28+ | 59/100 | D |
| 45 | orionbelt-semantic-layer-mcp ralfbecher/orionbelt-semantic-layer-mcp describe_intentexplore_schemaget_model_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 46 | paper-scout jonradoff/paper-scout assess_significancegenerate_summary_contextget_interest_profile+7 | 10 | 2026-07-28+ | 59/100 | D |
| 47 | prism-insight dragon1086/prism-insight append_insightconvert_timecreate_table+10 | 13 | <=2025-11-25 | 59/100 | D |
| 48 | profiles-mcp rudderlabs/profiles-mcp about_profilesdescribe_tableget_connection_details+7 | 10 | <=2025-11-25 | 59/100 | D |
| 49 | ro-crate-mcp-server johannehouweling/ro-crate-mcp-server get_crate_metadatakeyword_searchlist_all_indexed_crates+4 | 7 | <=2025-11-25 | 59/100 | D |
| 50 | schwaizer-opendata-mcp ishumilin/schwaizer-opendata-mcp current_package_list_with_resourcesdatastore_infodatastore_search+22 | 25 | <=2025-11-25 | 59/100 | D |