Loading ToolBench
493 of 92,923 servers match, ranked by overall score.
| # | Server | Tools |
|---|
| Spec posture |
|---|
| Score |
|---|
| Grade |
|---|
| 1 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 2 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 3 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 4 | devduck cagataycali/devduck add_commentfetch_github_toolinstall_tools+4 | 7 | 2026-07-28+ | 59/100 | D |
| 5 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 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 | softpack-mcp wtsi-hgi/softpack-mcp copy_packagecreate_pull_requestcreate_pypi_recipe+19 | 22 | <=2025-11-25 | 59/100 | D |
| 15 | Gmail-MCP-Server GongRzhe/Gmail-MCP-Server create_filtercreate_filter_templatecreate_label+13 | 16 | 2026-07-28+ | 58/100 | D |
| 16 | Nexus-MCP vitalune/Nexus-MCP analyze_email_patternsanalyze_social_engagementgenerate_insights_report+4 | 7 | <=2025-11-25 | 58/100 | D |
| 17 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=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 | deploystack deploystackio/deploystack batch_toggle_toolsget_installation_toolstoggle_tool | 3 | 2026-07-28+ | 58/100 | D |
| 22 | disco Arcane-Fly/disco create_containercreate_fileexecute_command+1 | 4 | <=2025-11-25 | 58/100 | D |
| 23 | dlt-mcp dlt-hub/dlt-mcp display_schemaexecute_sql_queryget_load_table+7 | 10 | 2026-07-28+ | 58/100 | D |
| 24 | enterprise-mcp-course decodingai-magazine/enterprise-mcp-course asana_create_taskasana_find_taskgithub_get_pull_request+8 | 11 | 2026-07-28+ | 58/100 | D |
| 25 | 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 |
| 26 | gmail-mcp cafferychen777/gmail-mcp archive_emailsdelete_emailsdownload_attachment+14 | 17 | 2026-07-28+ | 58/100 | D |
| 27 | gmail-mcp-server david-strejc/gmail-mcp-server apply-labelapply-label-batchcount-daily-emails+10 | 13 | <=2025-11-25 | 58/100 | D |
| 28 | gmail-mcp-server ihiteshgupta/gmail-mcp-server gmail_create_draftgmail_create_labelgmail_delete_draft+16 | 19 | 2026-07-28+ | 58/100 | D |
| 29 | google-mcp gdamalis/google-mcp apply_paragraph_styleapply_text_stylecopy_doc_from_template+16 | 19 | <=2025-11-25 | 58/100 | D |
| 30 | google-mcp-server robcerda/google-mcp-server analyze_file_structuredrive_get_filedrive_get_file_chunked+11 | 14 | <=2025-11-25 | 58/100 | D |
| 31 | gsuite-mcp rishipradeep-think41/gsuite-mcp create_eventdelete_eventlist_emails+5 | 8 | 2026-07-28+ | 58/100 | D |
| 32 | gtd-mcp-server stevesimpson418/gtd-mcp-server apply_gmail_labelarchive_gmail_messagesbulk_archive_gmail+17 | 20 | 2026-07-28+ | 58/100 | D |
| 33 | helm-unittest-mcp mmpyro/helm-unittest-mcp clean_snapshotsdiff_snapshotget_rendered_debug_output+5 | 8 | 2025-06-18+ | 58/100 | D |
| 34 | mcp-observatory KryptosAI/mcp-observatory check_serverci_reportdiff_runs+10 | 13 | 2026-07-28+ | 58/100 | D |
| 35 | mcp-server serginator/mcp-server github_add_commentgithub_assign_copilotgithub_create_branch+28 | 31 | 2026-07-28+ | 58/100 | D |
| 36 | Home-agent-assistant StarShiny0325/Home-agent-assistant call_servicecreate_automationcreate_backup+22 | 25 | <=2025-11-25 | 57/100 | D |
| 37 | MCP_on_gservices gamma-pi/MCP_on_gservices calendar_create_eventcalendar_list_eventsgmail_list_messages+2 | 5 | 2026-07-28+ | 57/100 | D |
| 38 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 39 | claude-gmail-mcp pliablepixels/claude-gmail-mcp read_emailsearch_emailssend_email | 3 | 2026-07-28+ | 57/100 | D |
| 40 | claude-slack-bridge tomeraitz/claude-slack-bridge ask_on_slacknotify_on_slack | 2 | <=2025-11-25 | 57/100 | D |
| 41 | gmail-mcp domdomegg/gmail-mcp attachment_getdraft_createdraft_delete+33 | 36 | 2026-07-28+ | 57/100 | D |
| 42 | google-analytics-mcp surendranb/google-analytics-mcp get_ga4_dataget_troubleshooting_guidesearch_schema+2 | 5 | 2026-07-28+ | 57/100 | D |
| 43 | google-mcp-server salviz/google-mcp-server calendar_create_eventcalendar_delete_eventcalendar_list_events+31 | 34 | 2026-07-28+ | 57/100 | D |
| 44 | mcp-server nf-osi/mcp-server create_datasetfetch_schemaget_data_classes+3 | 6 | <=2025-11-25 | 57/100 | D |
| 45 | repo-knowledge mcp-tool-shop-org/repo-knowledge add_relationshipadd_repo_notearchive_repo+19 | 22 | 2026-07-28+ | 57/100 | D |
| 46 | smitheryai-mcp-servers-github geobio/smitheryai-mcp-servers-github add_issue_commentcreate_issuecreate_or_update_file+18 | 21 | 2026-07-28+ | 57/100 | D |
| 47 | troubleshoot-mcp-server chris-sanders/troubleshoot-mcp-server grep_filesinitialize_bundlekubectl+3 | 6 | <=2025-11-25 | 57/100 | D |
| 48 | ai-dataset-radar liuxiaotong/ai-dataset-radar radar_blogsradar_configradar_datasets+13 | 16 | 2026-07-28+ | 56/100 | D |
| 49 | enterprise-mcp-framework cogniolab/enterprise-mcp-framework create_issuecreate_pull_requestget_repository_info+5 | 8 | <=2025-11-25 | 56/100 | D |
| 50 | github-mcp Amama-Fatima/github-mcp analyze_github_repository_dependenciesapply_issue_labelscheck_github_repository_health+18 | 21 | 2026-07-28+ | 56/100 | D |