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910 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 | 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 | aminer-mcp-server scipenai/aminer-mcp-server search_papers_advancedsearch_papers_by_authorsearch_papers_by_keyword+1 | 4 | 2026-07-28+ | 59/100 | D |
| 10 | analytical-mcp quanticsoul4772/analytical-mcp advanced_data_preprocessingadvanced_regression_analysisadvanced_statistical_analysis+9 | 12 | <=2025-11-25 | 59/100 | D |
| 11 | annas-mcp iosifache/annas-mcp article_downloadarticle_searchbook_download+1 | 4 | <=2025-11-25 | 59/100 | D |
| 12 | arXiv-mcp Traves-Theberge/arXiv-mcp arxiv_download_paperarxiv_get_paper_citationsarxiv_get_paper_details+4 | 7 | 2026-07-28+ | 59/100 | D |
| 13 | bigquery-mcp-server osushinekotan/bigquery-mcp-server describe_tableexecute_queryget_allowed_datasets+3 | 6 | 2026-07-28+ | 59/100 | D |
| 14 | biostudies-mcp-server EBIBioStudies/biostudies-mcp-server get_studyget_study_infosearch_studies | 3 | 2026-07-28+ | 59/100 | D |
| 15 | biotite-mcp longevity-genie/biotite-mcp biotite_blast_searchbiotite_calculate_anglesbiotite_calculate_dihedrals+17 | 20 | <=2025-11-25 | 59/100 | D |
| 16 | bonnard bonnard-data/bonnard explore_schemalist_schemaquery+2 | 5 | <=2025-11-25 | 59/100 | D |
| 17 | borealis_dataverse_mcp jesswhyte/borealis_dataverse_mcp search_datasets | 1 | 2026-07-28+ | 59/100 | D |
| 18 | canvas-mcp plyght/canvas-mcp archive_conversationcreate_conversationdelete_conversation+27 | 30 | 2026-07-28+ | 59/100 | D |
| 19 | course-pilot Eric-he-cn/course-pilot artifact_readconcept_searchemit_evidence+5 | 8 | <=2025-11-25 | 59/100 | D |
| 20 | csvglow Ratnaditya-J/csvglow generate_dashboard | 1 | 2026-07-28+ | 59/100 | D |
| 21 | cube-mcp-server cubedevinc/cube-mcp-server chat | 1 | 2026-07-28+ | 59/100 | D |
| 22 | 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 |
| 23 | databeak jonpspri/databeak add_columnanalyze_csv_promptdata_cleaning_prompt+6 | 9 | <=2025-11-25 | 59/100 | D |
| 24 | dataflowr-tools dataflowr/dataflowr-tools check_quiz_answerget_course_overviewget_homework+17 | 20 | 2026-07-28+ | 59/100 | D |
| 25 | 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 |
| 26 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 27 | dbt-cli-mcp MammothGrowth/dbt-cli-mcp dbt_builddbt_compiledbt_debug+6 | 9 | <=2025-11-25 | 59/100 | D |
| 28 | dremio-mcp dremio/dremio-mcp CallDynamicToolDiscoverDynamicToolsGetPrometheusMetricsSchema+7 | 10 | 2025-06-18+ | 59/100 | D |
| 29 | ensembl-mcp-server effieklimi/ensembl-mcp-server ensembl_comparaensembl_feature_overlapensembl_lookup+7 | 10 | <=2025-11-25 | 59/100 | D |
| 30 | fiftyone-mcp-server voxel51/fiftyone-mcp-server compute_boundscompute_meancompute_std+17 | 20 | <=2025-11-25 | 59/100 | D |
| 31 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 32 | gis-dataconversion-mcp ronantakizawa/gis-dataconversion-mcp coordinates_to_locationcsv_to_geojsongeojson_to_csv+6 | 9 | 2026-07-28+ | 59/100 | D |
| 33 | go-mcp-example rameshsunkara/go-mcp-example get_report | 1 | <=2025-11-25 | 59/100 | D |
| 34 | jw-org-mcp Bjern/jw-org-mcp get_articleget_cache_statsget_scripture+1 | 4 | <=2025-11-25 | 59/100 | D |
| 35 | kafka-schema-reg-mcp mikeysrecipes/kafka-schema-reg-mcp compare_contexts_across_registriescompare_registriesexport_context+8 | 11 | 2026-07-28+ | 59/100 | D |
| 36 | kiwix-serve-mcp systemj/kiwix-serve-mcp getArticlelistCollectionssearchCollection | 3 | 2026-07-28+ | 59/100 | D |
| 37 | korean-rnd-regs-mcp smilemin07/korean-rnd-regs-mcp get_manual_sectionget_provision_detaillist_rule_sets+3 | 6 | <=2025-11-25 | 59/100 | D |
| 38 | landuse-mcp contextualizer-ai/landuse-mcp get_land_coverget_landuse_datesget_soil_type | 3 | 2026-07-28+ | 59/100 | D |
| 39 | learn-shell sf-shenfeng/learn-shell add_lessonadhoc_message_sendadhoc_thread_get+18 | 21 | 2026-07-28+ | 59/100 | D |
| 40 | luogu-mcp a48zhang/luogu-mcp get_problem | 1 | 2026-07-28+ | 59/100 | D |
| 41 | magisterium-mcp-server JacobStephens2/magisterium-mcp-server magisterium_query | 1 | <=2025-11-25 | 59/100 | D |
| 42 | mcp PiwikPRO/mcp apps_createapps_getapps_list+14 | 17 | <=2025-11-25 | 59/100 | D |
| 43 | mcp-dblp szeider/mcp-dblp add_bibtex_entryfuzzy_title_searchget_author_publications+3 | 6 | <=2025-11-25 | 59/100 | D |
| 44 | mcp-poc alibotean/mcp-poc filter_timeseriesget_category_itemsget_data_categories+1 | 4 | <=2025-11-25 | 59/100 | D |
| 45 | 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 |
| 46 | mcp-server-mathematica texra-ai/mcp-server-mathematica execute_mathematicaverify_derivation | 2 | <=2025-11-25 | 59/100 | D |
| 47 | mcp-server-xlwings geniuskey/mcp-server-xlwings find_replaceformat_rangeget_active_workbook+6 | 9 | 2026-07-28+ | 59/100 | D |
| 48 | mcp-servers distrihub/mcp-servers advanced_scrapecreate_directoryextract_attributes+28 | 31 | 2026-07-28+ | 59/100 | D |
| 49 | mcp-trino-python alaturqua/mcp-trino-python describe_tableexecute_queryexpire_snapshots+13 | 16 | 2026-07-28+ | 59/100 | D |
| 50 | mcp-wandb tsilva/mcp-wandb get_run_detailsget_wandb_projectslist_project_metrics+2 | 5 | 2026-07-28+ | 59/100 | D |