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105 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 52 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot |
| 36 |
| <=2025-11-25 |
| 47/100 |
| F |
| 53 | Trend-News-Notifier nguyennampfiev/Trend-News-Notifier search_hot_news | 1 | 2026-07-28+ | 47/100 | F |
| 54 | multichatmpc johnnysilvercoast/multichatmpc get_chatget_contact_chatsget_direct_chat_by_contact+6 | 9 | <=2025-11-25 | 47/100 | F |
| 55 | wechat-db-decrypt-macos mohamed125198/wechat-db-decrypt-macos get_chat_historyget_contactsget_recent_sessions+2 | 5 | 2026-07-28+ | 47/100 | F |
| 56 | flux-mcp-server converged-computing/flux-mcp-server find_failed_jobsingest_flux_eventquery_job_history | 3 | <=2025-11-25 | 46/100 | F |
| 57 | mcp_servers ajot/mcp_servers add_usercreate_appdeploy_function+7 | 10 | 2026-07-28+ | 46/100 | F |
| 58 | IPSearch-MCP SleepingBag945/IPSearch-MCP ip_lookupkeyword_lookup | 2 | 2026-07-28+ | 45/100 | F |
| 59 | bbs-mcp harperreed/bbs-mcp archive_topiccreate_threadcreate_topic+6 | 9 | <=2025-11-25 | 45/100 | F |
| 60 | gomcp syntrex-lab/gomcp accept_synapseadd_factadd_gene+32 | 35 | 2026-07-28+ | 45/100 | F |
| 61 | TheMCP-server aravind-tronix/TheMCP-server aws-server.access-keys.create_access_keyaws-server.access-keys.delete_access_keyaws-server.access-keys.list_access_keys+32 | 35 | <=2025-11-25 | 44/100 | F |
| 62 | machineuse dotcommoners/machineuse authenticate_instance_keycreate_instancedelete_instance+9 | 12 | 2026-07-28+ | 44/100 | F |
| 63 | telegram-mcp Muhammad18557/telegram-mcp get_chatget_contact_chatsget_direct_chat_by_contact+6 | 9 | 2026-07-28+ | 44/100 | F |
| 64 | ai-chat-example garrardkitchen/ai-chat-example GetAzureSubscriptionsAsyncGetListOfResourceGroupsAsyncGetResourcePropertiesAsync+2 | 5 | 2026-07-28+ | 43/100 | F |
| 65 | splunk-mcp-llm-siemulator rsfl/splunk-mcp-llm-siemulator chatlist_models | 2 | 2026-07-28+ | 43/100 | F |
| 66 | wechat-mcp DarkNoah/wechat-mcp get_last_wechat_messageget_wechat_contactsget_wechat_groups+4 | 7 | <=2025-11-25 | 43/100 | F |
| 67 | ContextEngine FASTPROD/ContextEngine activateactivation_statusagent_cost+19 | 22 | 2026-07-28+ | 41/100 | F |
| 68 | agent-registry agentoperations/agent-registry CreateArtifactDeleteArtifactExportStandardDoc+10 | 13 | 2026-07-28+ | 40/100 | F |
| 69 | malikclaw AbdullahMalik17/malikclaw tool_search_tool_bm25tool_search_tool_regex | 2 | <=2025-11-25 | 40/100 | F |
| 70 | Conflux B-A-M-N/Conflux harmonize_trackrun_sentinel_adversarial_audit | 2 | <=2025-11-25 | 39/100 | F |
| 71 | LMS-MCP urtir/LMS-MCP add_agentadd_agent_to_groupcheck_wazuh_log+29 | 32 | <=2025-11-25 | 39/100 | F |
| 72 | MCP---Demo DaWoodistaken/MCP---Demo analyze_server_healthcalculate_bonusquery_employee | 3 | 2026-07-28+ | 39/100 | F |
| 73 | codeforge freema/codeforge basheditfolder_open+2 | 5 | 2026-07-28+ | 39/100 | F |
| 74 | neo-agent-brain neomjs/neo-agent-brain ask_knowledge_basecheck_syntaxcheckout_pull_request+52 | 55 | 2025-06-18+ | 39/100 | F |
| 75 | ghostwriter-ai-system esminc/ghostwriter-ai-system esa_create_postesa_get_membersesa_get_post+6 | 9 | 2026-07-28+ | 38/100 | F |
| 76 | loglama py-lama/loglama add_logcheck_depsclear+17 | 20 | <=2025-11-25 | 38/100 | F |
| 77 | mio-chat-backend Pretend-to/mio-chat-backend meta_tool | 1 | <=2025-11-25 | 38/100 | F |
| 78 | pipelane-server shiveshnavin/pipelane-server PipelanePipelaneExecutionPipetask+12 | 15 | 2026-07-28+ | 38/100 | F |
| 79 | Contradiction-MCP Daksh-create349/Contradiction-MCP contradiction.analyze.contradictionscontradiction.analyze.driftscontradiction.analyze.inconsistencies+16 | 19 | 2026-07-28+ | 36/100 | F |
| 80 | edge-core wenet-ec/edge-core CancelCommandExecutionChangeNodeClusterCheckAdminHealth+57 | 60 | 2026-07-28+ | 36/100 | F |
| 81 | kroot-mcp yaioyaio/kroot-mcp getMetricsgetProjectStatus | 2 | 2026-07-28+ | 36/100 | F |
| 82 | whatsapp-mcp-extended FelixIsaac/whatsapp-mcp-extended | 0 | 2026-07-28+ | 35/100 | F |
| 83 | hot hot-dev/hot ::demo/a::demo/b::demo/ping+7 | 10 | 2026-07-28+ | 34/100 | F |
| 84 | mcp-xray traceforce/mcp-xray addexec_cmdexec_proc+45 | 48 | <=2025-11-25 | 32/100 | F |
| 85 | Xiaoadianyuan mark190011/Xiaoadianyuan admin_chat_answerchar_similaritycheck_game_response+48 | 51 | 2026-07-28+ | 31/100 | F |
| 86 | roma binrchq/roma AddResourceAddSpaceMemberAddToBlacklist+48 | 51 | <=2025-11-25 | 29/100 | F |
| 87 | mcp-agent-os Nancy-Chauhan/mcp-agent-os DevRel Content AgentEngineering Insights AgentPM Insights Agent+3 | 6 | 2026-07-28+ | 27/100 | F |
| 88 | webex-go-mcp tejzpr/webex-go-mcp meetings_createmeetings_deletemeetings_get+39 | 42 | <=2025-11-25 | 27/100 | F |
| 89 | agentic-ai-nano fwornle/agentic-ai-nano | 0 | 2026-07-28+ | 25/100 | F |
| 90 | agent-forge denkhaus/agent-forge | 0 | 2025-06-18+ | 20/100 | F |
| 91 | faramesh-core faramesh/faramesh-core AgentCardGovernKill+1 | 4 | 2026-07-28+ | 20/100 | F |
| 92 | AgenticLedger ShekharBhardwaj/AgenticLedger handle_mcp | 1 | 2026-07-28+ | 16/100 | F |
| 93 | whatsapp-mcp felipeadeildo/whatsapp-mcp find_chatget_chat_messagesget_my_info+4 | 7 | 2026-07-28+ | 15/100 | F |
| 94 | argon-go noble-gase/argon-go FuncTool | 1 | <=2025-11-25 | 14/100 | F |
| 95 | autonomous-agent-system Codemethemoney/autonomous-agent-system | 0 | <=2025-11-25 | 14/100 | F |
| 96 | homelib meltforce/homelib get_aclget_capacityget_collection_status+10 | 13 | 2026-07-28+ | 11/100 | F |
| 97 | signals-agent no0ktheali3n/signals-agent classify_failure_eventhealth_checkquery_events_by_service+2 | 5 | <=2025-11-25 | 11/100 | F |
| 98 | MCP-Microsoft-Office Aanerud/MCP-Microsoft-Office acceptEventaddAttachmentaddChannelMember+50 | 53 | <=2025-11-25 | 9/100 | F |
| 99 | catalyst_mcp billebel/catalyst_mcp current_usersearch_splunk | 2 | <=2025-11-25 | 8/100 | F |
| 100 | icloud-mail-mcp lapal0ma/icloud-mail-mcp cancel_bookingget_booking_detailget_classified_emails+18 | 21 | <=2025-11-25 | 8/100 | F |