Loading ToolBench
107 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 |
| aws-open-data-mcp domdomegg/aws-open-data-mcp get_datasetsearch_datasets |
| 2 |
| 2025-06-18+ |
| 78/100 |
| B |
| 3 | dartwork-mpl dartworklabs/dartwork-mpl fetch_github_documentget_color_valuemix_colors | 3 | 2026-07-28+ | 74/100 | B |
| 4 | rhoai-mcp opendatahub-io/rhoai-mcp cluster_summarycreate_s3_data_connectiondelete_data_connection+11 | 14 | 2026-07-28+ | 74/100 | B |
| 5 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 6 | doc-manager giuliohome-org/doc-manager add_attachmentcreate_documentdelete_document+5 | 8 | 2026-07-28+ | 69/100 | C |
| 7 | veritas project-89/veritas donefetch_signalsget_narrative_context+3 | 6 | <=2025-11-25 | 69/100 | C |
| 8 | streamshub-mcp streamshub/streamshub-mcp assess_kafka_cluster_upgrade_readinessdiagnose_kafka_clusterdiagnose_kafka_cluster_connectivity+7 | 10 | 2026-07-28+ | 68/100 | C |
| 9 | tinderbox-mcp phkus/tinderbox-mcp tinderbox_create_notetinderbox_get_childrentinderbox_get_links+4 | 7 | 2026-07-28+ | 67/100 | C |
| 10 | mcp-servers-factory iamsrinathks/mcp-servers-factory confluence_add_commentconfluence_add_labelconfluence_create_page+27 | 30 | 2026-07-28+ | 64/100 | C |
| 11 | kusto-mcp johnib/kusto-mcp execute-queryinitialize-connectionreport-issue+4 | 7 | 2026-07-28+ | 63/100 | C |
| 12 | trend-pulse claude-world/trend-pulse get_content_briefget_platform_specsget_reel_guide+7 | 10 | 2026-07-28+ | 63/100 | C |
| 13 | blogPublisherMCP singhkunal2050/blogPublisherMCP delete_blog_postget_blog_postlist_blog_posts+2 | 5 | 2026-07-28+ | 61/100 | C |
| 14 | mcp-spark-documentation martoc/mcp-spark-documentation read_documentationsearch_documentation | 2 | 2026-07-28+ | 61/100 | C |
| 15 | openstax-mcp-server pythpythpython/openstax-mcp-server generate_jupyter_notebookgenerate_practice_problemsget_module_content+4 | 7 | 2026-07-28+ | 61/100 | C |
| 16 | content-distribution-mcp AutomateLab-tech/content-distribution-mcp channel_hintspost_drainpost_publish+5 | 8 | 2025-06-18+ | 60/100 | C |
| 17 | hpc-mcp converged-computing/hpc-mcp database_createdatabase_insertdatabase_list_schemas+19 | 22 | 2026-07-28+ | 60/100 | C |
| 18 | jdatamunch-mcp jgravelle/jdatamunch-mcp aggregateanalyze_perfcheck_column_drop_safe+34 | 37 | 2026-07-28+ | 60/100 | C |
| 19 | mcp-vods aahl/mcp-vods mitv_play_mediamoon_detailmoon_search+3 | 6 | 2025-06-18+ | 60/100 | C |
| 20 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 21 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 22 | iconsnag andreas-deruiter/iconsnag get_icon_pngget_icon_svglist_sources+2 | 5 | 2026-07-28+ | 59/100 | D |
| 23 | dlt-mcp dlt-hub/dlt-mcp display_schemaexecute_sql_queryget_load_table+7 | 10 | 2026-07-28+ | 58/100 | D |
| 24 | newtation-mcp Elactrac/newtation-mcp analyze_internal_linksanalyze_onpage_seocheck_technical_fundamentals+11 | 14 | 2026-07-28+ | 58/100 | D |
| 25 | BestReads-MCP-Server dinasaur404/BestReads-MCP-Server addBookReadaddFavoriteAuthoraddGenre+1 | 4 | 2026-07-28+ | 57/100 | D |
| 26 | google-analytics-mcp surendranb/google-analytics-mcp get_ga4_dataget_troubleshooting_guidesearch_schema+2 | 5 | 2026-07-28+ | 57/100 | D |
| 27 | mcp-server nf-osi/mcp-server create_datasetfetch_schemaget_data_classes+3 | 6 | <=2025-11-25 | 57/100 | D |
| 28 | mcp-servers michael-trullion/mcp-servers add_widget_to_dashboardcreate_dashboardcreate_query+26 | 29 | 2026-07-28+ | 57/100 | D |
| 29 | youtube-transcript-mcp ergut/youtube-transcript-mcp get_transcript | 1 | 2026-07-28+ | 57/100 | D |
| 30 | ai-dataset-radar liuxiaotong/ai-dataset-radar radar_blogsradar_configradar_datasets+13 | 16 | 2026-07-28+ | 56/100 | D |
| 31 | servers cardea-mcp/servers calculate_bmicontentexplain+3 | 6 | 2026-07-28+ | 56/100 | D |
| 32 | mcp-consulting-kit JRM-FusionAL/mcp-consulting-kit bulk_analyze_issuescomment_on_redditcreate_devto_article+20 | 23 | 2026-07-28+ | 55/100 | D |
| 33 | n8n-workflow-builder schimmmi/n8n-workflow-builder adapt_templateadd_node_intentanalyze_change_impact+19 | 22 | 2026-07-28+ | 55/100 | D |
| 34 | psibot DmacMcgreg/psibot agent_memory_appendagent_memory_listagent_memory_read+10 | 13 | <=2025-11-25 | 55/100 | D |
| 35 | youtube-summarizer-mcp yongkangc/youtube-summarizer-mcp analyze_transcriptextract_video_id_toolget_transcript+5 | 8 | <=2025-11-25 | 55/100 | D |
| 36 | interject mistakeknot/interject interject_detailinterject_dismissinterject_inbox+7 | 10 | <=2025-11-25 | 54/100 | D |
| 37 | Agentic_AI sobhan2204/Agentic_AI archive_research_searcharxiv_research_searchcode_executor+7 | 10 | 2026-07-28+ | 53/100 | D |
| 38 | cant-dict-mcp NewJerseyStyle/cant-dict-mcp dictionary_statslookup_characterlookup_phrase+3 | 6 | 2026-07-28+ | 53/100 | D |
| 39 | idvorkin-blog-mcp idvorkin/idvorkin-blog-mcp all_blog_postsblog_infoblog_search+6 | 9 | <=2025-11-25 | 53/100 | D |
| 40 | Gins-Blog IchimaruGin728/Gins-Blog analyze_commentscheck_analyticsdraft_post+3 | 6 | 2026-07-28+ | 52/100 | D |
| 41 | book-mcp dinasaur404/book-mcp addGenregetProfilegetRecommendations+1 | 4 | 2026-07-28+ | 52/100 | D |
| 42 | mcp-analyst-toolkit miptgirl/mcp-analyst-toolkit describe_tableexecute_sql_queryget_github_pr_details+2 | 5 | 2026-07-28+ | 52/100 | D |
| 43 | mcp-content-pipeline berkayyildirim/mcp-content-pipeline analyse_videoanalyse_x_feedbatch_analyse+3 | 6 | 2026-07-28+ | 52/100 | D |
| 44 | ClawForge jackjin1997/ClawForge deleteexportextract_news_from_netease+13 | 16 | <=2025-11-25 | 50/100 | D |
| 45 | beam-mcp-server souravch/beam-mcp-server beam-wordcountcancel_jobcreate_job+9 | 12 | <=2025-11-25 | 50/100 | D |
| 46 | cloud-service-integration-with-MCP shashankk-42/cloud-service-integration-with-MCP create_storage_bucketdeploy_modelfailover_route+8 | 11 | <=2025-11-25 | 50/100 | D |
| 47 | dune-mcp nice-bills/dune-mcp analyze_query_erroranalyze_resultsarchive_query+14 | 17 | <=2025-11-25 | 50/100 | D |
| 48 | mcp-database bearslyricattack/mcp-database create_databasedelete_database_clusterget_database_clusters | 3 | 2026-07-28+ | 50/100 | D |
| 49 | my-mcp-server-github-auth saurabhp75/my-mcp-server-github-auth addgenerateImageuserInfoOctokit | 3 | 2026-07-28+ | 50/100 | D |
| 50 | research-mcp-server ricleedo/research-mcp-server arxiv-get-latex-sourcearxiv-get-paperarxiv-search+11 | 14 | 2026-07-28+ | 50/100 | D |