Loading ToolBench
286 of 92,923 servers match, ranked by overall score.
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| Server |
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| Tools |
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| Spec posture |
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| Score |
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| 1 | aws-open-data-mcp domdomegg/aws-open-data-mcp get_datasetsearch_datasets | 2 | 2025-06-18+ | 78/100 | B |
| 2 | gmail-mcp pouyanafisi/gmail-mcp batch_delete_emailsbatch_modify_emailscount_emails+17 | 20 | 2026-07-28+ | 76/100 | B |
| 3 | dartwork-mpl dartworklabs/dartwork-mpl fetch_github_documentget_color_valuemix_colors | 3 | 2026-07-28+ | 74/100 | B |
| 4 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 5 | Medium-Agent N1KH1LT0X1N/Medium-Agent medium_batchmedium_castmedium_export+4 | 7 | 2026-07-28+ | 71/100 | B |
| 6 | universe pappcorn/universe mail_archivemail_draftmail_label+17 | 20 | 2026-07-28+ | 71/100 | B |
| 7 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server add_insightcreate_memocreate_visualization+4 | 7 | <=2025-11-25 | 59/100 | D |
| 8 | ChatBI Tunnello/ChatBI DuckDuckGoSearchRundatabase_schema_ragexecute_sqlite_query+6 | 9 | 2026-07-28+ | 59/100 | D |
| 9 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 10 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 11 | gmail-mcp-server jnpacker/gmail-mcp-server archive_emailscreate_labeldelete_emails+6 | 9 | 2026-07-28+ | 59/100 | D |
| 12 | google-mcp-remote vakharwalad23/google-mcp-remote calendar_createEventcalendar_getEventcalendar_listEvents+16 | 19 | 2026-07-28+ | 59/100 | D |
| 13 | google-workspace-mcp jrenaldi79/google-workspace-mcp auth.clearauth.refreshTokendocs.appendText+11 | 14 | <=2025-11-25 | 59/100 | D |
| 14 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 15 | prism-insight dragon1086/prism-insight append_insightconvert_timecreate_table+10 | 13 | <=2025-11-25 | 59/100 | D |
| 16 | Gmail-MCP-Server GongRzhe/Gmail-MCP-Server create_filtercreate_filter_templatecreate_label+13 | 16 | 2026-07-28+ | 58/100 | D |
| 17 | Nexus-MCP vitalune/Nexus-MCP analyze_email_patternsanalyze_social_engagementgenerate_insights_report+4 | 7 | <=2025-11-25 | 58/100 | D |
| 18 | adya_mcp_hackathon adya-hackathon/adya_mcp_hackathon bulk_get_gmail_emailscancel_meet_meetingcreate_calendar_event+10 | 13 | 2026-07-28+ | 58/100 | D |
| 19 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 20 | charla-mcp CenticMurcia/charla-mcp addalarmaconsultar-audiencia+21 | 24 | <=2025-11-25 | 58/100 | D |
| 21 | dlt-mcp dlt-hub/dlt-mcp display_schemaexecute_sql_queryget_load_table+7 | 10 | 2026-07-28+ | 58/100 | D |
| 22 | gmail-mcp cafferychen777/gmail-mcp archive_emailsdelete_emailsdownload_attachment+14 | 17 | 2026-07-28+ | 58/100 | D |
| 23 | gmail-mcp-server david-strejc/gmail-mcp-server apply-labelapply-label-batchcount-daily-emails+10 | 13 | <=2025-11-25 | 58/100 | D |
| 24 | gmail-mcp-server ihiteshgupta/gmail-mcp-server gmail_create_draftgmail_create_labelgmail_delete_draft+16 | 19 | 2026-07-28+ | 58/100 | D |
| 25 | google-mcp gdamalis/google-mcp apply_paragraph_styleapply_text_stylecopy_doc_from_template+16 | 19 | <=2025-11-25 | 58/100 | D |
| 26 | google-mcp-server robcerda/google-mcp-server analyze_file_structuredrive_get_filedrive_get_file_chunked+11 | 14 | <=2025-11-25 | 58/100 | D |
| 27 | gsuite-mcp rishipradeep-think41/gsuite-mcp create_eventdelete_eventlist_emails+5 | 8 | 2026-07-28+ | 58/100 | D |
| 28 | gtd-mcp-server stevesimpson418/gtd-mcp-server apply_gmail_labelarchive_gmail_messagesbulk_archive_gmail+17 | 20 | 2026-07-28+ | 58/100 | D |
| 29 | mcp-agentic-starter billzGH/mcp-agentic-starter aggregateanalyze_columncheck_inventory+28 | 31 | <=2025-11-25 | 58/100 | D |
| 30 | whatsapp-mcp-local-ollam AakibAnsarime/whatsapp-mcp-local-ollam download_mediaget_chatget_contact_chats+9 | 12 | 2026-07-28+ | 58/100 | D |
| 31 | Litescope croc100/Litescope litescope_checklitescope_difflitescope_fingerprint+7 | 10 | 2025-06-18+ | 57/100 | D |
| 32 | MCP_on_gservices gamma-pi/MCP_on_gservices calendar_create_eventcalendar_list_eventsgmail_list_messages+2 | 5 | 2026-07-28+ | 57/100 | D |
| 33 | atlas-vercel-mcp-server iacosta3994/atlas-vercel-mcp-server get_agent_statusopenclaw_executequery_crm+5 | 8 | <=2025-11-25 | 57/100 | D |
| 34 | claude-gmail-mcp pliablepixels/claude-gmail-mcp read_emailsearch_emailssend_email | 3 | 2026-07-28+ | 57/100 | D |
| 35 | claude-slack-bridge tomeraitz/claude-slack-bridge ask_on_slacknotify_on_slack | 2 | <=2025-11-25 | 57/100 | D |
| 36 | gmail-mcp domdomegg/gmail-mcp attachment_getdraft_createdraft_delete+33 | 36 | 2026-07-28+ | 57/100 | D |
| 37 | google-analytics-mcp surendranb/google-analytics-mcp get_ga4_dataget_troubleshooting_guidesearch_schema+2 | 5 | 2026-07-28+ | 57/100 | D |
| 38 | google-mcp-server salviz/google-mcp-server calendar_create_eventcalendar_delete_eventcalendar_list_events+31 | 34 | 2026-07-28+ | 57/100 | D |
| 39 | mcp-data-detective themroats/mcp-data-detective compare_schemasconnect_sourcecreate_chart+13 | 16 | <=2025-11-25 | 57/100 | D |
| 40 | mcp-server nf-osi/mcp-server create_datasetfetch_schemaget_data_classes+3 | 6 | <=2025-11-25 | 57/100 | D |
| 41 | DROMA_MCP DROMA01/DROMA_MCP analyze_drug_omic_pair | 1 | 2026-07-28+ | 56/100 | D |
| 42 | ai-dataset-radar liuxiaotong/ai-dataset-radar radar_blogsradar_configradar_datasets+13 | 16 | 2026-07-28+ | 56/100 | D |
| 43 | google-workspace-mcp-server epaproditus/google-workspace-mcp-server create_eventdelete_eventlist_emails+5 | 8 | 2026-07-28+ | 56/100 | D |
| 44 | gsuite-mcp 2389-research/gsuite-mcp auth_completeauth_initcalendar_create_event+17 | 20 | 2026-07-28+ | 56/100 | D |
| 45 | matlab-mcp-server-python HanSur94/matlab-mcp-server-python cancel_jobcheck_codedelete_file+14 | 17 | 2026-07-28+ | 56/100 | D |
| 46 | systemprompt-mcp-gmail Ejb503/systemprompt-mcp-gmail gmail_create_draft_aigmail_delete_draftgmail_edit_draft_ai+8 | 11 | <=2025-11-25 | 56/100 | D |
| 47 | thoughtbox Kastalien-Research/thoughtbox thoughtbox_executethoughtbox_notebookthoughtbox_peer_notebook+1 | 4 | 2026-07-28+ | 56/100 | D |
| 48 | Company-MCP nstjuliana/Company-MCP describe_tabledescribe_table_detailedexecute_query+7 | 10 | 2026-07-28+ | 55/100 | D |
| 49 | Gmail-mcp-server Quantum-369/Gmail-mcp-server download_email_attachmentsread_latest_emailssearch_email_tool+1 | 4 | <=2025-11-25 | 55/100 | D |
| 50 | citus-mcp codeforall/citus-mcp citus_activitycitus_advisorcitus_cluster_summary+32 | 35 | 2025-06-18+ | 55/100 | D |