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99 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | datapulse-my r3dz4r/datapulse-my find_anomaliesfind_staleget_data_passport+2 | 5 | 2026-07-28+ | 89/100 | A |
| 2 | ZotSeek introfini/ZotSeek |
| 3 |
| <=2025-11-25 |
| 83/100 |
| A |
| 3 | arxiv-mcp-server cyanheads/arxiv-mcp-server arxiv_get_metadataarxiv_list_categoriesarxiv_read_paper+1 | 4 | 2026-07-28+ | 80/100 | A |
| 4 | statcite asokore/statcite country_snapshotfx_convertget_indicator+7 | 10 | 2025-06-18+ | 80/100 | A |
| 5 | mcp-grafana grafana/mcp-grafana describe_sql_tablelist_sql_databaseslist_sql_tables+1 | 4 | <=2025-11-25 | 79/100 | B |
| 6 | mcp-server-elasticsearch elastic/mcp-server-elasticsearch esqlget_mappingsget_shards+2 | 5 | <=2025-11-25 | 79/100 | B |
| 7 | paper_format_agent zxyasfas/paper_format_agent extract_format_rulesformat_paperscore_paper | 3 | 2026-07-28+ | 79/100 | B |
| 8 | precis-finance-mcp precis-finance/precis-finance-mcp get_bindingget_load_statuslist_bindings+3 | 6 | 2026-07-28+ | 79/100 | B |
| 9 | aws-open-data-mcp domdomegg/aws-open-data-mcp get_datasetsearch_datasets | 2 | 2025-06-18+ | 78/100 | B |
| 10 | bookstack-mcp bees-roadhouse/bookstack-mcp create_pagedelete_pagedirectory+9 | 12 | <=2025-11-25 | 78/100 | B |
| 11 | finna-mcp samuli/finna-mcp get_recordhelplist_organizations+1 | 4 | 2026-07-28+ | 78/100 | B |
| 12 | flint-chart microsoft/flint-chart compile_chartcreate_chart_viewlist_chart_types+3 | 6 | 2026-07-28+ | 77/100 | B |
| 13 | mcp-server exasol/mcp-server delete_bucketfs_directorydelete_bucketfs_filedescribe_exasol_builtin_function+26 | 29 | <=2025-11-25 | 77/100 | B |
| 14 | orionbelt-analytics ralfbecher/orionbelt-analytics add_rdf_knowledgeapply_semantic_namescleanup_workspace+23 | 26 | <=2025-11-25 | 77/100 | B |
| 15 | VFB3-MCP VirtualFlyBrain/VFB3-MCP get_hierarchyget_term_inforun_query+1 | 4 | 2026-07-28+ | 76/100 | B |
| 16 | apache-airflow-mcp-server madamak/apache-airflow-mcp-server airflow_clear_dag_runairflow_clear_task_instancesairflow_describe_instance+13 | 16 | <=2025-11-25 | 76/100 | B |
| 17 | autario-mcp Autario/autario-mcp get_dataset_infoget_dataset_schemaquery_dataset+1 | 4 | 2026-07-28+ | 76/100 | B |
| 18 | mcp Snowflake-Labs/mcp cortex_agentcortex_analystcortex_search+12 | 15 | <=2025-11-25 | 76/100 | B |
| 19 | uma-mcp-server semantic-hallucinations/uma-mcp-server auditories_freeauditories_occupancy_checkdirectories_get+8 | 11 | 2026-07-28+ | 76/100 | B |
| 20 | vscode-runtime-notebook-mcp olavocarvalho/vscode-runtime-notebook-mcp notebook_bulk_add_cellsnotebook_clear_outputsnotebook_delete_cell+12 | 15 | <=2025-11-25 | 76/100 | B |
| 21 | gforms-mcp sxvxmx/gforms-mcp apply_questions_patchclose_formget_form+2 | 5 | 2026-07-28+ | 75/100 | B |
| 22 | jb-kibana-mcp jerrelblankenship/jb-kibana-mcp export_dashboardget_dashboardget_visualization+4 | 7 | 2026-07-28+ | 75/100 | B |
| 23 | kanjialive-mcp-server kanjialive/kanjialive-mcp-server kanjialive_get_kanji_detailskanjialive_search_advancedkanjialive_search_basic | 3 | <=2025-11-25 | 75/100 | B |
| 24 | mcp-kafka dockndevai/mcp-kafka alter_topic_configcluster_infocreate_partitions+9 | 12 | 2026-07-28+ | 75/100 | B |
| 25 | open-alex-mcp nac-codes/open-alex-mcp get_author_by_idget_source_by_idget_work_by_id+4 | 7 | 2026-07-28+ | 75/100 | B |
| 26 | powerbi-analyst-mcp mbrummerstedt/powerbi-analyst-mcp authenticatedelete_query_log_entryexecute_dax+9 | 12 | 2026-07-28+ | 75/100 | B |
| 27 | skysql-mcp skysqlinc/skysql-mcp ask_agentdelete_dblaunch_serverless_db+1 | 4 | <=2025-11-25 | 75/100 | B |
| 28 | teadata-mcp adpena/teadata-mcp compare_campusesfind_campuses_in_district_boundaryfind_charter_campuses_within_district+13 | 16 | 2025-06-18+ | 75/100 | B |
| 29 | trendspyg flack0x/trendspyg compare_interest_over_timecompare_trendingget_interest_by_region+8 | 11 | 2026-07-28+ | 75/100 | B |
| 30 | KunnaServidorMCP vancovx/KunnaServidorMCP discover-collectionget-device-detailsquery-aggregation+2 | 5 | 2026-07-28+ | 74/100 | B |
| 31 | dartwork-mpl dartworklabs/dartwork-mpl fetch_github_documentget_color_valuemix_colors | 3 | 2026-07-28+ | 74/100 | B |
| 32 | elasticsearch-mcp-server cr7258/elasticsearch-mcp-server analyze_textcreate_data_streamcreate_index+17 | 20 | 2025-06-18+ | 74/100 | B |
| 33 | ipykernel-mcp 0x0L/ipykernel-mcp drain_outputexecuteinterrupt+3 | 6 | 2025-06-18+ | 74/100 | B |
| 34 | mcp-data-server boettiger-lab/mcp-data-server browse_stac_catalogget_stac_collectionget_stac_details+1 | 4 | 2026-07-28+ | 74/100 | B |
| 35 | mcp-hydrolix hydrolix/mcp-hydrolix describe_tablelist_databaseslist_tables+1 | 4 | 2026-07-28+ | 74/100 | B |
| 36 | mcp-pinot startreedata/mcp-pinot confirm_update_table_configdiagnose_connectionforce_commit+28 | 31 | 2026-07-28+ | 74/100 | B |
| 37 | pbirb-mcp mafaq229/pbirb-mcp add_data_sourceadd_query_parameterdescribe_report+9 | 12 | <=2025-11-25 | 74/100 | B |
| 38 | rhoai-mcp opendatahub-io/rhoai-mcp cluster_summarycreate_s3_data_connectiondelete_data_connection+11 | 14 | 2026-07-28+ | 74/100 | B |
| 39 | Trends-MCP trendsmcp-ai/Trends-MCP get_growthget_time_seriesget_top_trends | 3 | 2026-07-28+ | 73/100 | B |
| 40 | agent-toolkit datacommonsorg/agent-toolkit get_child_observationsget_multi_entity_observationsget_observations+3 | 6 | 2026-07-28+ | 73/100 | B |
| 41 | airflow-mcp-server us-all/airflow-mcp-server airflow-clear-taskairflow-get-assetairflow-get-task-instances+14 | 17 | 2026-07-28+ | 73/100 | B |
| 42 | bagel Extelligence-ai/bagel delete_pipelinedescribe_data_sourcedescribe_topic+12 | 15 | 2025-06-18+ | 73/100 | B |
| 43 | canvas-mcp vishalsachdev/canvas-mcp get_anonymization_statusget_my_submission_statusget_my_upcoming_assignments+3 | 6 | 2025-06-18+ | 73/100 | B |
| 44 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 45 | cluster-mcp baraninja/cluster-mcp env_get_air_qualityenv_get_averaged_measurementsenv_get_data_availability+26 | 29 | 2026-07-28+ | 73/100 | B |
| 46 | oxylabs-mcp oxylabs/oxylabs-mcp ai_browser_agentai_crawlerai_map+7 | 10 | 2026-07-28+ | 73/100 | B |
| 47 | pinecone-mcp pinecone-io/pinecone-mcp cascading-searchcreate-index-for-modeldescribe-index+6 | 9 | 2026-07-28+ | 73/100 | B |
| 48 | ssh-task-manager-mcp dreminm/ssh-task-manager-mcp remote_check_tasksremote_copy_filesremote_follow_task+8 | 11 | 2026-07-28+ | 73/100 | B |
| 49 | AYX-MCP-Wrapper jupiterbak/AYX-MCP-Wrapper add_schedule_to_collectionadd_workflow_to_collectioncreate_collection+19 | 22 | 2026-07-28+ | 72/100 | B |
| 50 | alliance-docs-mcp CARTE-Toronto/alliance-docs-mcp get_page_infoget_related_pageslist_categories+1 | 4 | <=2025-11-25 | 72/100 | B |