Loading ToolBench
62 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_getapi_healthapi_post+6 |
| 9 |
| 2026-07-28+ |
| 71/100 |
| B |
| 3 | heddle goweft/heddle buildcapture_screendaily_briefing+10 | 13 | <=2025-11-25 | 67/100 | C |
| 4 | diagram-forge jessepike/diagram-forge edit_diagramgenerate_diagramget_usage_report+3 | 6 | 2026-07-28+ | 65/100 | 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 | pochita-mcp DeafeningRoar/pochita-mcp generate-image | 1 | <=2025-11-25 | 59/100 | D |
| 7 | mcp-server-outlook-email Cam10001110101/mcp-server-outlook-email analyze_sentimentcategorize_emailsexport_data+9 | 12 | <=2025-11-25 | 58/100 | D |
| 8 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 9 | mcpolly MCPolly/mcpolly check_stop_requestdelete_embeddingsget_agent_activity+11 | 14 | <=2025-11-25 | 57/100 | D |
| 10 | devrel-agents-tutorial launchdarkly-labs/devrel-agents-tutorial arxiv_searchrerankingsearch_v1+2 | 5 | <=2025-11-25 | 56/100 | D |
| 11 | awarse-mcp awarselabs/awarse-mcp heal_selector | 1 | 2026-07-28+ | 55/100 | D |
| 12 | ioBroker.kiwi Holger-Will/ioBroker.kiwi createScenecreateStatedeleteFile+22 | 25 | <=2025-11-25 | 55/100 | D |
| 13 | psibot DmacMcgreg/psibot agent_memory_appendagent_memory_listagent_memory_read+10 | 13 | <=2025-11-25 | 55/100 | D |
| 14 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 15 | speak2me-mcp CodingButter/speak2me-mcp claude_chatlistenprocess_output+12 | 15 | 2026-07-28+ | 53/100 | D |
| 16 | Aletheore Aletheore/Aletheore aletheore_answeraletheore_blast_radiusaletheore_branch+29 | 32 | 2026-07-28+ | 52/100 | D |
| 17 | ai-changelog-generator entro314-labs/ai-changelog-generator analyze_current_changesanalyze_repositoryconfigure_providers+1 | 4 | 2025-06-18+ | 51/100 | D |
| 18 | community-release-llm-integration xebialabs-community/community-release-llm-integration LlmAgentLlmChatLlmPrompt+5 | 8 | 2025-06-18+ | 51/100 | D |
| 19 | mcp-security-scanner rohitdhamija/mcp-security-scanner scan_directorysmart_scanvalidate_key | 3 | 2026-07-28+ | 51/100 | D |
| 20 | mcp_server NoRuTnT/mcp_server analyze_chat_topicsanalyze_incidentanalyze_ops_prompt+2 | 5 | <=2025-11-25 | 51/100 | D |
| 21 | vmware-mcp-server adrianlizman/vmware-mcp-server analyze_vm_performanceclone_vmcreate_snapshot+22 | 25 | <=2025-11-25 | 51/100 | D |
| 22 | DevGuardian Edge-Explorer/DevGuardian agent_swarmdebug_errordockerize+26 | 29 | <=2025-11-25 | 50/100 | D |
| 23 | jarvis-assistant-vocal sosoj92/jarvis-assistant-vocal ajouter_appcall_with_messagelaunch_app | 3 | <=2025-11-25 | 48/100 | F |
| 24 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 25 | mattermost-mcp-host jagan-shanmugam/mattermost-mcp-host calculatorchat_completioncreate_post+11 | 14 | <=2025-11-25 | 47/100 | F |
| 26 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 27 | mcpsshclient jonnadul/mcpsshclient new-ssh-connectionrun-safe-command | 2 | 2026-07-28+ | 44/100 | F |
| 28 | splunk-mcp-llm-siemulator rsfl/splunk-mcp-llm-siemulator chatlist_models | 2 | 2026-07-28+ | 43/100 | F |
| 29 | Autonomous-Cloud-Governance SiD-array/Autonomous-Cloud-Governance analyze_topiccalculate_simulated_costcheck_connection+13 | 16 | 2026-07-28+ | 42/100 | F |
| 30 | RecipesMessengerAuto c-azb/RecipesMessengerAuto creative_searchget_recipe | 2 | 2026-07-28+ | 42/100 | F |
| 31 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |
| 32 | local-ai-mcp-servers setheerwagen/local-ai-mcp-servers cancel_trainingcheck_isolationcheck_training_env+16 | 19 | 2026-07-28+ | 39/100 | F |
| 33 | Nenyax Nenyax-AI/Nenyax ResembleTTS.synthesizedownload_agent_filesfetch_agent_config+10 | 13 | 2026-07-28+ | 38/100 | F |
| 34 | ai-native-developer-experience jpantsjoha/ai-native-developer-experience bootstrap_operating_modelcloud_checkupcontext_graph_refresh+4 | 7 | 2026-07-28+ | 38/100 | F |
| 35 | mcp_server_project sdirishguy/mcp_server_project execute_shell_command_toolfile_system_create_directory_toolfile_system_list_directory_tool+4 | 7 | <=2025-11-25 | 38/100 | F |
| 36 | mio-chat-backend Pretend-to/mio-chat-backend meta_tool | 1 | <=2025-11-25 | 38/100 | F |
| 37 | bumi-mcp sandraschi/bumi-mcp bumibumi_agentic_workflowbumi_quick_start | 3 | 2026-07-28+ | 37/100 | F |
| 38 | echokit_server second-state/echokit_server | 0 | <=2025-11-25 | 37/100 | F |
| 39 | Kaepsele ProfEngel/Kaepsele run_all_benchmarksrun_benchmark | 2 | 2026-07-28+ | 36/100 | F |
| 40 | 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 |
| 41 | nexus-agents williamzujkowski/nexus-agents cancel_jobci_health_checkcompare_data_feeds+44 | 47 | 2025-06-18+ | 35/100 | F |
| 42 | node-code-sandbox-mcp ssdeanx/node-code-sandbox-mcp ai_generateget_dependency_typesrun_js+4 | 7 | <=2025-11-25 | 35/100 | F |
| 43 | splunk-mcp-llm-siemulator-linux rsfl/splunk-mcp-llm-siemulator-linux ask_modelget_ai_analysissplunk_indexes+2 | 5 | 2026-07-28+ | 35/100 | F |
| 44 | node-code-sandbox-mcp mozicim/node-code-sandbox-mcp ai_generateget_dependency_typesrun_js+4 | 7 | <=2025-11-25 | 34/100 | F |
| 45 | phantom-neural-cortex LEEI1337/phantom-neural-cortex commandconnectdisconnect+3 | 6 | 2026-07-28+ | 34/100 | F |
| 46 | podman-ai nalinrajendran/podman-ai build_promptconfirm_execution_if_neededexecute_podman_command+3 | 6 | 2026-07-28+ | 33/100 | F |
| 47 | mneme-ai patsa2561-art/mneme-ai mneme.antivirus.scanmneme.audit.sessionmneme.capabilities+17 | 20 | 2026-07-28+ | 31/100 | F |
| 48 | luna-chatbot-backend Satharva2004/luna-chatbot-backend convertSpeechToTextcreateFeedbackcreateUser+26 | 29 | 2026-07-28+ | 29/100 | F |
| 49 | weixin-ai-bridge hellal08/weixin-ai-bridge AnthropicAgent.askAnthropicAgent.askStreamAnthropicAgent.askWithImages+12 | 15 | 2026-07-28+ | 29/100 | F |
| 50 | Sphraiva Codibex/Sphraiva CheckoutBranchInDevContainerAsyncCleanupDevContainerAsyncCloneRepositoryInDevContainerAsync+4 | 7 | 2025-06-18+ | 28/100 | F |