Loading ToolBench
653 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | OCTALUME Harery/OCTALUME lifecycle_agent_broadcastlifecycle_agent_delegatelifecycle_agent_list+23 | 26 | <=2025-11-25 | 59/100 | D |
| 2 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 3 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 4 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 5 | devduck cagataycali/devduck add_commentfetch_github_toolinstall_tools+4 | 7 | 2026-07-28+ | 59/100 | D |
| 6 | gmail-mcp-server jnpacker/gmail-mcp-server archive_emailscreate_labeldelete_emails+6 | 9 | 2026-07-28+ | 59/100 | D |
| 7 | google-mcp-remote vakharwalad23/google-mcp-remote calendar_createEventcalendar_getEventcalendar_listEvents+16 | 19 | 2026-07-28+ | 59/100 | D |
| 8 | google-workspace-mcp jrenaldi79/google-workspace-mcp auth.clearauth.refreshTokendocs.appendText+11 | 14 | <=2025-11-25 | 59/100 | D |
| 9 | hackathon-12-mcp-compliance grafana/hackathon-12-mcp-compliance get_controlget_control_evidence_guidanceget_control_family+3 | 6 | 2026-07-28+ | 59/100 | D |
| 10 | kvm-pilot DustinTrap/kvm-pilot calibrate_mousecapabilitiesclassify_screen+21 | 24 | <=2025-11-25 | 59/100 | D |
| 11 | lucidshark toniantunovi/lucidshark apply_fixcheck_fileget_fix_instructions+1 | 4 | <=2025-11-25 | 59/100 | D |
| 12 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 13 | mcp-github-projects taylor-lindores-reeves/mcp-github-projects add-project-draft-issueadd-project-item-by-idarchive-project-item+22 | 25 | 2026-07-28+ | 59/100 | D |
| 14 | smartintern-mcp Garblesnarff/smartintern-mcp create_follow_upcreate_meeting_notesextract_action_items+7 | 10 | 2026-07-28+ | 59/100 | D |
| 15 | softpack-mcp wtsi-hgi/softpack-mcp copy_packagecreate_pull_requestcreate_pypi_recipe+19 | 22 | <=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 | MCP-PostgreSQL-Ops call518/MCP-PostgreSQL-Ops get_lock_monitoringget_wal_status | 2 | <=2025-11-25 | 58/100 | D |
| 18 | Nexus-MCP vitalune/Nexus-MCP analyze_email_patternsanalyze_social_engagementgenerate_insights_report+4 | 7 | <=2025-11-25 | 58/100 | D |
| 19 | Sentry AdityaIndoori/Sentry apply_patchfetch_docsgrep_search+3 | 6 | <=2025-11-25 | 58/100 | D |
| 20 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 21 | adya_mcp_hackathon adya-hackathon/adya_mcp_hackathon bulk_get_gmail_emailscancel_meet_meetingcreate_calendar_event+10 | 13 | 2026-07-28+ | 58/100 | D |
| 22 | charla-mcp CenticMurcia/charla-mcp addalarmaconsultar-audiencia+21 | 24 | <=2025-11-25 | 58/100 | D |
| 23 | deploystack deploystackio/deploystack batch_toggle_toolsget_installation_toolstoggle_tool | 3 | 2026-07-28+ | 58/100 | D |
| 24 | disco Arcane-Fly/disco create_containercreate_fileexecute_command+1 | 4 | <=2025-11-25 | 58/100 | D |
| 25 | enterprise-mcp-course decodingai-magazine/enterprise-mcp-course asana_create_taskasana_find_taskgithub_get_pull_request+8 | 11 | 2026-07-28+ | 58/100 | D |
| 26 | github-mcp-server-sse yamagai/github-mcp-server-sse create_or_update_filecreate_pull_requestcreate_pull_request_review+6 | 9 | 2026-07-28+ | 58/100 | D |
| 27 | gmail-mcp cafferychen777/gmail-mcp archive_emailsdelete_emailsdownload_attachment+14 | 17 | 2026-07-28+ | 58/100 | D |
| 28 | gmail-mcp-server david-strejc/gmail-mcp-server apply-labelapply-label-batchcount-daily-emails+10 | 13 | <=2025-11-25 | 58/100 | D |
| 29 | gmail-mcp-server ihiteshgupta/gmail-mcp-server gmail_create_draftgmail_create_labelgmail_delete_draft+16 | 19 | 2026-07-28+ | 58/100 | D |
| 30 | google-mcp gdamalis/google-mcp apply_paragraph_styleapply_text_stylecopy_doc_from_template+16 | 19 | <=2025-11-25 | 58/100 | D |
| 31 | google-mcp-server robcerda/google-mcp-server analyze_file_structuredrive_get_filedrive_get_file_chunked+11 | 14 | <=2025-11-25 | 58/100 | D |
| 32 | granola-hosted-mcp CarterMcAlister/granola-hosted-mcp get_document_summaryget_recent_meetingsget_todays_meetings+1 | 4 | <=2025-11-25 | 58/100 | D |
| 33 | gsuite-mcp rishipradeep-think41/gsuite-mcp create_eventdelete_eventlist_emails+5 | 8 | 2026-07-28+ | 58/100 | D |
| 34 | gtd-mcp-server stevesimpson418/gtd-mcp-server apply_gmail_labelarchive_gmail_messagesbulk_archive_gmail+17 | 20 | 2026-07-28+ | 58/100 | D |
| 35 | helm-unittest-mcp mmpyro/helm-unittest-mcp clean_snapshotsdiff_snapshotget_rendered_debug_output+5 | 8 | 2025-06-18+ | 58/100 | D |
| 36 | kbsearch-mcp-server jbromfld/kbsearch-mcp-server query_cicd_executequery_cicd_preparerag_search | 3 | 2026-07-28+ | 58/100 | D |
| 37 | mcp-observatory KryptosAI/mcp-observatory check_serverci_reportdiff_runs+10 | 13 | 2026-07-28+ | 58/100 | D |
| 38 | mcp-server serginator/mcp-server github_add_commentgithub_assign_copilotgithub_create_branch+28 | 31 | 2026-07-28+ | 58/100 | D |
| 39 | pgtuner_mcp isdaniel/pgtuner_mcp analyze_buffer_cacheanalyze_table_bloatanalyze_toast_storage+5 | 8 | 2026-07-28+ | 58/100 | D |
| 40 | twitter_mcp_server sint-ai/twitter_mcp_server like_tweetpost_tweetretweet+1 | 4 | <=2025-11-25 | 58/100 | D |
| 41 | whatsapp-mcp-local-ollam AakibAnsarime/whatsapp-mcp-local-ollam download_mediaget_chatget_contact_chats+9 | 12 | 2026-07-28+ | 58/100 | D |
| 42 | Home-agent-assistant StarShiny0325/Home-agent-assistant call_servicecreate_automationcreate_backup+22 | 25 | <=2025-11-25 | 57/100 | D |
| 43 | Litescope croc100/Litescope litescope_checklitescope_difflitescope_fingerprint+7 | 10 | 2025-06-18+ | 57/100 | D |
| 44 | MCP_on_gservices gamma-pi/MCP_on_gservices calendar_create_eventcalendar_list_eventsgmail_list_messages+2 | 5 | 2026-07-28+ | 57/100 | D |
| 45 | Slack_mcp_server Sreenav14/Slack_mcp_server fetch_historylist_channelssend_message | 3 | 2026-07-28+ | 57/100 | D |
| 46 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 47 | atlas-vercel-mcp-server iacosta3994/atlas-vercel-mcp-server get_agent_statusopenclaw_executequery_crm+5 | 8 | <=2025-11-25 | 57/100 | D |
| 48 | claude-gmail-mcp pliablepixels/claude-gmail-mcp read_emailsearch_emailssend_email | 3 | 2026-07-28+ | 57/100 | D |
| 49 | claude-slack-bridge tomeraitz/claude-slack-bridge ask_on_slacknotify_on_slack | 2 | <=2025-11-25 | 57/100 | D |
| 50 | discord-archive wdwdev/discord-archive get_context_windowget_message_attachmentsget_message_details+4 | 7 | 2026-07-28+ | 57/100 | D |