Loading ToolBench
38 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 MassimilianoPili/mcp-server api_get |
| 9 |
| 2026-07-28+ |
| 71/100 |
| B |
| 3 | heddle goweft/heddle buildcapture_screendaily_briefing+10 | 13 | <=2025-11-25 | 67/100 | C |
| 4 | ai-agent-orchestrator MentalVibez/ai-agent-orchestrator cancel_runcode_searchdirectory_list+8 | 11 | 2026-07-28+ | 64/100 | C |
| 5 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |
| 6 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 7 | mcpolly MCPolly/mcpolly check_stop_requestdelete_embeddingsget_agent_activity+11 | 14 | <=2025-11-25 | 57/100 | D |
| 8 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 9 | nautobot_mcp kvncampos/nautobot_mcp mcp_nautobot_dynamic_api_requestmcp_nautobot_kb_add_repomcp_nautobot_kb_init_repos+17 | 20 | <=2025-11-25 | 54/100 | D |
| 10 | Aletheore Aletheore/Aletheore aletheore_answeraletheore_blast_radiusaletheore_branch+29 | 32 | 2026-07-28+ | 52/100 | D |
| 11 | ai-changelog-generator entro314-labs/ai-changelog-generator analyze_current_changesanalyze_repositoryconfigure_providers+1 | 4 | 2025-06-18+ | 51/100 | D |
| 12 | vmware-mcp-server adrianlizman/vmware-mcp-server analyze_vm_performanceclone_vmcreate_snapshot+22 | 25 | <=2025-11-25 | 51/100 | D |
| 13 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 14 | mcpsshclient jonnadul/mcpsshclient new-ssh-connectionrun-safe-command | 2 | 2026-07-28+ | 44/100 | F |
| 15 | splunk-mcp-llm-siemulator rsfl/splunk-mcp-llm-siemulator chatlist_models | 2 | 2026-07-28+ | 43/100 | F |
| 16 | Autonomous-Cloud-Governance SiD-array/Autonomous-Cloud-Governance analyze_topiccalculate_simulated_costcheck_connection+13 | 16 | 2026-07-28+ | 42/100 | F |
| 17 | local-ai-mcp-servers setheerwagen/local-ai-mcp-servers cancel_trainingcheck_isolationcheck_training_env+16 | 19 | 2026-07-28+ | 39/100 | F |
| 18 | neo-agent-brain neomjs/neo-agent-brain ask_knowledge_basecheck_syntaxcheckout_pull_request+52 | 55 | 2025-06-18+ | 39/100 | F |
| 19 | cloudops-mcp nagagovindarajan/cloudops-mcp ask_cli_agentexecute_aws_commands | 2 | <=2025-11-25 | 38/100 | F |
| 20 | bumi-mcp sandraschi/bumi-mcp bumibumi_agentic_workflowbumi_quick_start | 3 | 2026-07-28+ | 37/100 | F |
| 21 | Kaepsele ProfEngel/Kaepsele run_all_benchmarksrun_benchmark | 2 | 2026-07-28+ | 36/100 | F |
| 22 | MCP-LogSense---AI-Log-Analyser dhamkirti21/MCP-LogSense---AI-Log-Analyser get_recent_anomaliesget_recent_logsget_system_metrics | 3 | 2026-07-28+ | 36/100 | F |
| 23 | nexus-agents williamzujkowski/nexus-agents cancel_jobci_health_checkcompare_data_feeds+44 | 47 | 2025-06-18+ | 35/100 | F |
| 24 | splunk-mcp-llm-siemulator-linux rsfl/splunk-mcp-llm-siemulator-linux ask_modelget_ai_analysissplunk_indexes+2 | 5 | 2026-07-28+ | 35/100 | F |
| 25 | podman-ai nalinrajendran/podman-ai build_promptconfirm_execution_if_neededexecute_podman_command+3 | 6 | 2026-07-28+ | 33/100 | F |
| 26 | mneme-ai patsa2561-art/mneme-ai mneme.antivirus.scanmneme.audit.sessionmneme.capabilities+17 | 20 | 2026-07-28+ | 31/100 | F |
| 27 | Sphraiva Codibex/Sphraiva CheckoutBranchInDevContainerAsyncCleanupDevContainerAsyncCloneRepositoryInDevContainerAsync+4 | 7 | 2025-06-18+ | 28/100 | F |
| 28 | langchain-playground chrisleekr/langchain-playground fetch_and_analyze_logsgenerate_log_nrql_querygenerate_trace_logs_query+8 | 11 | <=2025-11-25 | 27/100 | F |
| 29 | agentic oalles/agentic rag-agentsystem-status | 2 | 2026-07-28+ | 25/100 | F |
| 30 | agent-hivemind lancejames221b/agent-hivemind | 0 | 2026-07-28+ | 24/100 | F |
| 31 | ShowTime mambo-wang/ShowTime createFolderdeleteFiledeleteFolder+4 | 7 | 2026-07-28+ | 22/100 | F |
| 32 | autonomous-agent-system Codemethemoney/autonomous-agent-system | 0 | <=2025-11-25 | 14/100 | F |
| 33 | terraform-ingest zloeber/terraform-ingest get_ingestion_statusget_module_index_statsget_module_resource+4 | 7 | 2026-07-28+ | 12/100 | F |
| 34 | cloud hanzoai/cloud exec.approval.listopenclaw.approval.listplugin.approval.list+1 | 4 | 2026-07-28+ | 10/100 | F |
| 35 | CAAL CoreWorxLab/CAAL | 0 | 2026-07-28+ | 0/100 | F |
| 36 | aria pessini/aria load_skillread_skill_file | 2 | 2026-07-28+ | 0/100 | F |
| 37 | beelzebub mariocandela/beelzebub | 0 | <=2025-11-25 | 0/100 | F |
| 38 | smartsh BegaDeveloper/smartsh smartsh_approvesmartsh_run | 2 | 2025-06-18+ | 0/100 | F |