Loading ToolBench
101 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 | cachly-mcp cachly-dev/cachly-mcp cache_deletecache_existscache_get+11 | 14 | 2026-07-28+ | 68/100 | C |
| 4 | agent-bom msaad00/agent-bom create_ticketdiffexample_asset_posture+5 | 8 | 2026-07-28+ | 67/100 | C |
| 5 | coding-agent-loop manishiitg/coding-agent-loop capture_contextget_activity_statustrigger_and_auto_notify | 3 | 2026-07-28+ | 67/100 | C |
| 6 | heddle goweft/heddle buildcapture_screendaily_briefing+10 | 13 | <=2025-11-25 | 67/100 | C |
| 7 | diagram-forge jessepike/diagram-forge edit_diagramgenerate_diagramget_usage_report+3 | 6 | 2026-07-28+ | 65/100 | C |
| 8 | openInvest longsizhuo/openInvest add_news_sourceadjust_cashanalyze_multi_timeframe+18 | 21 | 2026-07-28+ | 65/100 | C |
| 9 | searchless-ngx hensing/searchless-ngx get_current_datesearch_paperless_metadata | 2 | 2026-07-28+ | 61/100 | C |
| 10 | terraview leonamvasquez/terraview terraview_cacheterraview_diagramterraview_explain+8 | 11 | 2026-07-28+ | 60/100 | C |
| 11 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |
| 12 | martol-client nyem69/martol-client action_statusaction_submitbrief_get_active+2 | 5 | <=2025-11-25 | 59/100 | D |
| 13 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 14 | trading-mcp netanelavr/trading-mcp analyze_insider_activityanalyze_news_and_market_contextcalculate_financial_health_score+6 | 9 | 2026-07-28+ | 58/100 | D |
| 15 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 16 | llm-excel-mcp-server Ameya-Bhingurde/llm-excel-mcp-server analyze_dataclean_excelcreate_pivot_table+2 | 5 | <=2025-11-25 | 57/100 | D |
| 17 | mcpolly MCPolly/mcpolly check_stop_requestdelete_embeddingsget_agent_activity+11 | 14 | <=2025-11-25 | 57/100 | D |
| 18 | OmoiOS kivo360/OmoiOS broadcast_messageget_messagesmark_message_read+11 | 14 | 2026-07-28+ | 56/100 | D |
| 19 | devrel-agents-tutorial launchdarkly-labs/devrel-agents-tutorial arxiv_searchrerankingsearch_v1+2 | 5 | <=2025-11-25 | 56/100 | D |
| 20 | graphrag-kyc-agent neo4j-product-examples/graphrag-kyc-agent create_memoryfind_customer_ringsfind_customers_in_rings+6 | 9 | <=2025-11-25 | 56/100 | D |
| 21 | error-collector-mcp bloockchaindev/error-collector-mcp get_error_statisticsget_error_summaryget_server_status+2 | 5 | 2026-07-28+ | 55/100 | D |
| 22 | koreanpulse whdrnr2583-cmd/koreanpulse koreanpulse_aboutlookup_corp_codemonitor_activist_investors+4 | 7 | 2026-07-28+ | 55/100 | D |
| 23 | ddg-agent-payable-services daedalusdevelopmentgroup/ddg-agent-payable-services ddg_agent_distribution_targetsddg_agent_readiness_scorecardddg_agent_status+28 | 31 | 2025-06-18+ | 54/100 | D |
| 24 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 25 | appsec-sentinel cparnin/appsec-sentinel cancel_scancleanup_scansget_attack_chains+14 | 17 | 2026-07-28+ | 53/100 | D |
| 26 | k8s-mcp olaekdahl/k8s-mcp apply_manifestgen_manifest_with_gptlist_kube_targets+2 | 5 | 2026-07-28+ | 53/100 | D |
| 27 | Aletheore Aletheore/Aletheore aletheore_answeraletheore_blast_radiusaletheore_branch+29 | 32 | 2026-07-28+ | 52/100 | D |
| 28 | hey SamuelGong/hey ask_question_about_audiodownload_papersfunction_risk+15 | 18 | 2026-07-28+ | 52/100 | D |
| 29 | mcp-factory evanking12/mcp-factory analyzeanalyze_pathchat+5 | 8 | 2026-07-28+ | 52/100 | D |
| 30 | ai-changelog-generator entro314-labs/ai-changelog-generator analyze_current_changesanalyze_repositoryconfigure_providers+1 | 4 | 2025-06-18+ | 51/100 | D |
| 31 | community-release-llm-integration xebialabs-community/community-release-llm-integration LlmAgentLlmChatLlmPrompt+5 | 8 | 2025-06-18+ | 51/100 | D |
| 32 | mcp-gateway docker/mcp-gateway | 0 | 2026-07-28+ | 51/100 | D |
| 33 | mcp-security-scanner rohitdhamija/mcp-security-scanner scan_directorysmart_scanvalidate_key | 3 | 2026-07-28+ | 51/100 | D |
| 34 | spring-ai-agents-rag omonuj/spring-ai-agents-rag diagram_extractget-account-balancegetOrderStatus+5 | 8 | <=2025-11-25 | 51/100 | D |
| 35 | undesirables-mcp-server sailorpepe/undesirables-mcp-server analyze_beatscreate_bannercreate_memory_relation+35 | 38 | <=2025-11-25 | 51/100 | D |
| 36 | vmware-mcp-server adrianlizman/vmware-mcp-server analyze_vm_performanceclone_vmcreate_snapshot+22 | 25 | <=2025-11-25 | 51/100 | D |
| 37 | mcp_server_wazuh_2025 yorks-dev/mcp_server_wazuh_2025 mcp.health_checkwazuh.get_agentswazuh.get_alerts+4 | 7 | <=2025-11-25 | 50/100 | D |
| 38 | nudlers enudler/nudlers addManualTransactionclearAllPasskeyscreateCategorizationRule+24 | 27 | <=2025-11-25 | 50/100 | D |
| 39 | ghostpatch NeuralRays/ghostpatch ghostpatch_ai_analyzeghostpatch_dependenciesghostpatch_finding+5 | 8 | 2026-07-28+ | 49/100 | F |
| 40 | MCP_Catalog Swissbit92/MCP_Catalog brave_web_searchexecute_swapfetch_url+11 | 14 | 2026-07-28+ | 48/100 | F |
| 41 | A2A-MCP-Financial-Risk-and-Compliance-Manager Pyligent/A2A-MCP-Financial-Risk-and-Compliance-Manager generate_risk_reportget_clientopenai_generate+3 | 6 | <=2025-11-25 | 47/100 | F |
| 42 | ITauditMCP BergUetli/ITauditMCP assess_design_effectivenessassess_evidencegenerate_finding+10 | 13 | 2026-07-28+ | 46/100 | F |
| 43 | drd-vpc-agent DrDroidLab/drd-vpc-agent debug_taskfetch_connector_connections_testsfetch_playbook_execution_tasks+3 | 6 | 2026-07-28+ | 46/100 | F |
| 44 | expert-octo-guide tituslhy/expert-octo-guide chat_with_docsgenerate_poemgenerate_poem+4 | 7 | <=2025-11-25 | 46/100 | F |
| 45 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 46 | BCS-MCP plagness/BCS-MCP bcs.limits.getbcs.order.cancelbcs.order.open+16 | 19 | <=2025-11-25 | 45/100 | F |
| 47 | fraud_mcp chethanp11/fraud_mcp build_baselinedecide_next_stepdetect_fraud+13 | 16 | <=2025-11-25 | 45/100 | F |
| 48 | finance-coach-mcp chai-sura/finance-coach-mcp delete_expense_tooldelete_income_toolget_advice_history_tool+15 | 18 | 2026-07-28+ | 44/100 | F |
| 49 | mcpsshclient jonnadul/mcpsshclient new-ssh-connectionrun-safe-command | 2 | 2026-07-28+ | 44/100 | F |
| 50 | brain-ecosystem timmeck/brain-ecosystem brain_benchmark_historybrain_benchmark_runbrain_benchmark_score+15 | 18 | <=2025-11-25 | 43/100 | F |