Loading ToolBench
84 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | homelab-monitor SikamikanikoBG/homelab-monitor get_ai_modelsget_alertsget_benchmark+16 | 19 | 2026-07-28+ | 74/100 | B |
| 2 | mcp-server |
| 9 |
| 2026-07-28+ |
| 71/100 |
| B |
| 3 | coding-agent-loop manishiitg/coding-agent-loop capture_contextget_activity_statustrigger_and_auto_notify | 3 | 2026-07-28+ | 67/100 | C |
| 4 | heddle goweft/heddle buildcapture_screendaily_briefing+10 | 13 | <=2025-11-25 | 67/100 | C |
| 5 | infrabroker luisgf/infrabroker k8s_applyk8s_deletek8s_get+10 | 13 | 2025-06-18+ | 67/100 | C |
| 6 | incident-triage-studio ParasJagdale/incident-triage-studio triage_incident | 1 | <=2025-11-25 | 65/100 | C |
| 7 | preflight newrelic-experimental/preflight nr_observe_get_budget_statusnr_observe_get_claudemd_impactnr_observe_get_collaboration_profile+20 | 23 | 2026-07-28+ | 65/100 | C |
| 8 | ai-agent-orchestrator MentalVibez/ai-agent-orchestrator cancel_runcode_searchdirectory_list+8 | 11 | 2026-07-28+ | 64/100 | C |
| 9 | lambda-cli Strand-AI/lambda-cli check_availabilitycreate_filesystemdelete_filesystem+5 | 8 | 2026-07-28+ | 63/100 | C |
| 10 | mcp-sumologic-pv pv-platforma/mcp-sumologic-pv detect_issuesget_metricsget_performance_metrics+6 | 9 | <=2025-11-25 | 63/100 | C |
| 11 | slack-mcp-cve ddamme05/slack-mcp-cve check_cisa_kev_detailslookup_cve_detailssearch_github_cve_repos | 3 | 2026-07-28+ | 62/100 | C |
| 12 | demo-mcp-servers david-martin/demo-mcp-servers change_createchange_listchange_update+9 | 12 | 2026-07-28+ | 61/100 | C |
| 13 | incident-timeline-mcp ian-de-marcellus/incident-timeline-mcp analyze_resourcedetect_severityextract_entities+5 | 8 | 2026-07-28+ | 61/100 | C |
| 14 | dynatrace-mcp zawi99/dynatrace-mcp chat_with_davis_copilotcreate_workflow_for_problem_notificationexecute_dql+12 | 15 | 2026-07-28+ | 60/100 | C |
| 15 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |
| 16 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 17 | enterprise-mcp-course decodingai-magazine/enterprise-mcp-course asana_create_taskasana_find_taskgithub_get_pull_request+8 | 11 | 2026-07-28+ | 58/100 | D |
| 18 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 19 | mcp-notify nirholas/mcp-notify AtomFeedCreateSubscriptionDeleteSubscription+18 | 21 | 2026-07-28+ | 57/100 | D |
| 20 | mcpolly MCPolly/mcpolly check_stop_requestdelete_embeddingsget_agent_activity+11 | 14 | <=2025-11-25 | 57/100 | D |
| 21 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 22 | dynatrace-mcp-otel theharithsa/dynatrace-mcp-otel add_entity_tagsbulk_delete_dashboardschat_with_davis_copilot+23 | 26 | 2026-07-28+ | 53/100 | D |
| 23 | Aletheore Aletheore/Aletheore aletheore_answeraletheore_blast_radiusaletheore_branch+29 | 32 | 2026-07-28+ | 52/100 | D |
| 24 | github-pr-mcp-server denven/github-pr-mcp-server analyze_file_changesget_pr_templatesget_recent_actions_events+3 | 6 | 2026-07-28+ | 52/100 | D |
| 25 | mcp-data-platform txn2/mcp-data-platform notify | 1 | 2026-07-28+ | 52/100 | D |
| 26 | ai-changelog-generator entro314-labs/ai-changelog-generator analyze_current_changesanalyze_repositoryconfigure_providers+1 | 4 | 2025-06-18+ | 51/100 | D |
| 27 | vmware-mcp-server adrianlizman/vmware-mcp-server analyze_vm_performanceclone_vmcreate_snapshot+22 | 25 | <=2025-11-25 | 51/100 | D |
| 28 | xom-claude-mcp-tools Xomware/xom-claude-mcp-tools analyze_codecreate_issuedeploy+10 | 13 | <=2025-11-25 | 50/100 | D |
| 29 | dynatrace-mcp dynatrace-oss/dynatrace-mcp chat_with_davis_copilotcreate_dynatrace_notebookexecute_davis_analyzer+14 | 17 | 2026-07-28+ | 49/100 | F |
| 30 | mcp-notifications zudsniper/mcp-notifications full_notifynotify | 2 | 2026-07-28+ | 49/100 | F |
| 31 | mcp-server-github-agent flan02/mcp-server-github-agent analyze_file_changesget_pr_templatesget_recent_actions_events+3 | 6 | 2026-07-28+ | 48/100 | F |
| 32 | skyfire-solutions-demo skyfire-xyz/skyfire-solutions-demo sample_tool | 1 | <=2025-11-25 | 48/100 | F |
| 33 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 34 | mcp-server-rollbar-error eleanorreem/mcp-server-rollbar-error analyze_errors_and_suggest_actionsfetch_rollbar_errorspost_todo_list_to_slack | 3 | 2026-07-28+ | 47/100 | F |
| 35 | devboy-tools meteora-pro/devboy-tools clickup_get_taskclickup_list_tasksconfluence_get_page+24 | 27 | 2026-07-28+ | 46/100 | F |
| 36 | drd-vpc-agent DrDroidLab/drd-vpc-agent debug_taskfetch_connector_connections_testsfetch_playbook_execution_tasks+3 | 6 | 2026-07-28+ | 46/100 | F |
| 37 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 38 | PR-MCP-Server Qehbr/PR-MCP-Server analyze_file_changesget_pr_templatesget_recent_actions_events+3 | 6 | 2026-07-28+ | 45/100 | F |
| 39 | supply-chain-monitor harriottdirty774/supply-chain-monitor GETPostFileSendMessage+21 | 24 | <=2025-11-25 | 45/100 | F |
| 40 | mcpsshclient jonnadul/mcpsshclient new-ssh-connectionrun-safe-command | 2 | 2026-07-28+ | 44/100 | F |
| 41 | splunk-mcp-llm-siemulator rsfl/splunk-mcp-llm-siemulator chatlist_models | 2 | 2026-07-28+ | 43/100 | F |
| 42 | Autonomous-Cloud-Governance SiD-array/Autonomous-Cloud-Governance analyze_topiccalculate_simulated_costcheck_connection+13 | 16 | 2026-07-28+ | 42/100 | F |
| 43 | MCP-Testing daniyalk1/MCP-Testing create_confluence_pagecreate_github_issuecreate_jira_issue+14 | 17 | <=2025-11-25 | 42/100 | F |
| 44 | AgenticAV AgentAiDrive/AgenticAV KBPublisher | 1 | 2026-07-28+ | 41/100 | F |
| 45 | deepsql DeepSQLAI/deepsql analyze_connection_patternsanalyze_query_patternsanalyze_query_plans+22 | 25 | 2026-07-28+ | 41/100 | F |
| 46 | mcp-forge mozaloom/mcp-forge analyze_file_changesget_pr_templatesget_recent_actions_events+5 | 8 | <=2025-11-25 | 41/100 | F |
| 47 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |
| 48 | setup-vs-agent-firm romainsantoli-web/setup-vs-agent-firm firm_export_github_prfirm_export_slack_digestfirm_gateway_fleet_status+5 | 8 | 2026-07-28+ | 40/100 | F |
| 49 | local-ai-mcp-servers setheerwagen/local-ai-mcp-servers cancel_trainingcheck_isolationcheck_training_env+16 | 19 | 2026-07-28+ | 39/100 | F |
| 50 | ai-native-developer-experience jpantsjoha/ai-native-developer-experience bootstrap_operating_modelcloud_checkupcontext_graph_refresh+4 | 7 | 2026-07-28+ | 38/100 | F |