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64 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | forward-mcp forwardnetworks/forward-mcp create_locationcreate_locations_bulkcreate_network+28 | 31 | <=2025-11-25 | 48/100 | F |
| 2 |
| nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 |
| 49 |
| 2026-07-28+ |
| 48/100 |
| F |
| 3 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 4 | zurich-apt-hunt-agent noahmeurer/zurich-apt-hunt-agent fetch_unevaluated_listingsfetch_unscraped_listingsinsert_fresh_listings+2 | 5 | 2026-07-28+ | 48/100 | F |
| 5 | Multi-AI-Agent-Catering-System-with-MCP-Integration phanhpp/Multi-AI-Agent-Catering-System-with-MCP-Integration dietary_strategy_analyzerlist_all_specializationssave_recipe | 3 | <=2025-11-25 | 46/100 | F |
| 6 | flux-mcp-server converged-computing/flux-mcp-server find_failed_jobsingest_flux_eventquery_job_history | 3 | <=2025-11-25 | 46/100 | F |
| 7 | mcp-a2a-aoa AgentOrientedArchitecture/mcp-a2a-aoa analyze_price_trendscheck_stockdiscover_agents+12 | 15 | <=2025-11-25 | 46/100 | F |
| 8 | mcp_servers ajot/mcp_servers add_usercreate_appdeploy_function+7 | 10 | 2026-07-28+ | 46/100 | F |
| 9 | GrabonInsurance-MCP saketh12e/GrabonInsurance-MCP classify_deal_intentgenerate_copyget_insurance_quote+1 | 4 | 2026-07-28+ | 45/100 | F |
| 10 | IPSearch-MCP SleepingBag945/IPSearch-MCP ip_lookupkeyword_lookup | 2 | 2026-07-28+ | 45/100 | F |
| 11 | Omni-Scrape-AI Muhammad-Raisul-Maharub/Omni-Scrape-AI extract_social_linksextract_structured_dataextract_web_animations+8 | 11 | <=2025-11-25 | 45/100 | F |
| 12 | gomcp syntrex-lab/gomcp accept_synapseadd_factadd_gene+32 | 35 | 2026-07-28+ | 45/100 | F |
| 13 | ontology-mcp-server-RL-Stable-Baselines3 shark8848/ontology-mcp-server-RL-Stable-Baselines3 commerce.add_to_cartcommerce.cancel_ordercommerce.check_stock+17 | 20 | <=2025-11-25 | 45/100 | F |
| 14 | 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 |
| 15 | machineuse dotcommoners/machineuse authenticate_instance_keycreate_instancedelete_instance+9 | 12 | 2026-07-28+ | 44/100 | F |
| 16 | Ctrip-Style-AI-Travel-Assistant Haohao-end/Ctrip-Style-AI-Travel-Assistant book_car_rentalbook_excursionbook_hotel+13 | 16 | <=2025-11-25 | 43/100 | F |
| 17 | MCP_TERMINAL_SERVER gabriellemosc/MCP_TERMINAL_SERVER get_vehiclehealth_checksearch_vehicles | 3 | <=2025-11-25 | 43/100 | F |
| 18 | ai-chat-example garrardkitchen/ai-chat-example GetAzureSubscriptionsAsyncGetListOfResourceGroupsAsyncGetResourcePropertiesAsync+2 | 5 | 2026-07-28+ | 43/100 | F |
| 19 | splunk-mcp-llm-siemulator rsfl/splunk-mcp-llm-siemulator chatlist_models | 2 | 2026-07-28+ | 43/100 | F |
| 20 | mindual-mcp Mindual-AI/mindual-mcp answer_querylookup_troublepropose_next_action+1 | 4 | 2026-07-28+ | 42/100 | F |
| 21 | ContextEngine FASTPROD/ContextEngine activateactivation_statusagent_cost+19 | 22 | 2026-07-28+ | 41/100 | F |
| 22 | mcp31-print-server GS-Bacon/mcp31-print-server add_printerdelete_printerdiscover_printers+5 | 8 | 2026-07-28+ | 41/100 | F |
| 23 | agent-registry agentoperations/agent-registry CreateArtifactDeleteArtifactExportStandardDoc+10 | 13 | 2026-07-28+ | 40/100 | F |
| 24 | Conflux B-A-M-N/Conflux harmonize_trackrun_sentinel_adversarial_audit | 2 | <=2025-11-25 | 39/100 | F |
| 25 | LMS-MCP urtir/LMS-MCP add_agentadd_agent_to_groupcheck_wazuh_log+29 | 32 | <=2025-11-25 | 39/100 | F |
| 26 | MCP---Demo DaWoodistaken/MCP---Demo analyze_server_healthcalculate_bonusquery_employee | 3 | 2026-07-28+ | 39/100 | F |
| 27 | codeforge freema/codeforge basheditfolder_open+2 | 5 | 2026-07-28+ | 39/100 | F |
| 28 | neo-agent-brain neomjs/neo-agent-brain ask_knowledge_basecheck_syntaxcheckout_pull_request+52 | 55 | 2025-06-18+ | 39/100 | F |
| 29 | vinmonopolet-database-mcp HermanErKu/vinmonopolet-database-mcp sql | 1 | 2026-07-28+ | 39/100 | F |
| 30 | loglama py-lama/loglama add_logcheck_depsclear+17 | 20 | <=2025-11-25 | 38/100 | F |
| 31 | pipelane-server shiveshnavin/pipelane-server PipelanePipelaneExecutionPipetask+12 | 15 | 2026-07-28+ | 38/100 | F |
| 32 | Contradiction-MCP Daksh-create349/Contradiction-MCP contradiction.analyze.contradictionscontradiction.analyze.driftscontradiction.analyze.inconsistencies+16 | 19 | 2026-07-28+ | 36/100 | F |
| 33 | edge-core wenet-ec/edge-core CancelCommandExecutionChangeNodeClusterCheckAdminHealth+57 | 60 | 2026-07-28+ | 36/100 | F |
| 34 | kroot-mcp yaioyaio/kroot-mcp getMetricsgetProjectStatus | 2 | 2026-07-28+ | 36/100 | F |
| 35 | Market_Oracle-a2a-mcp budprat/Market_Oracle-a2a-mcp find_agentquery_places_dataquery_travel_data | 3 | <=2025-11-25 | 35/100 | F |
| 36 | MCP-Beverage-Server Alex-Choi99/MCP-Beverage-Server EchoGetBeverageByIdJsonGetBeveragesByCaloriesLessThanOrEqualJson+5 | 8 | 2026-07-28+ | 34/100 | F |
| 37 | hot hot-dev/hot ::demo/a::demo/b::demo/ping+7 | 10 | 2026-07-28+ | 34/100 | F |
| 38 | mcp-xray traceforce/mcp-xray addexec_cmdexec_proc+45 | 48 | <=2025-11-25 | 32/100 | F |
| 39 | starter kitwork/starter GET /*GET /api/GET /api/gold+18 | 21 | 2026-07-28+ | 32/100 | F |
| 40 | Xiaoadianyuan mark190011/Xiaoadianyuan admin_chat_answerchar_similaritycheck_game_response+48 | 51 | 2026-07-28+ | 31/100 | F |
| 41 | mcp-restaurant-server sachnaror/mcp-restaurant-server create_orderdelete_orderlist_orders+3 | 6 | 2026-07-28+ | 29/100 | F |
| 42 | roma binrchq/roma AddResourceAddSpaceMemberAddToBlacklist+48 | 51 | <=2025-11-25 | 29/100 | F |
| 43 | mcp-agent-os Nancy-Chauhan/mcp-agent-os DevRel Content AgentEngineering Insights AgentPM Insights Agent+3 | 6 | 2026-07-28+ | 27/100 | F |
| 44 | agentic-ai-nano fwornle/agentic-ai-nano | 0 | 2026-07-28+ | 25/100 | F |
| 45 | google-mcp paucimi/google-mcp | 0 | 2026-07-28+ | 25/100 | F |
| 46 | AP2_demo_app tubone24/AP2_demo_app | 0 | <=2025-11-25 | 20/100 | F |
| 47 | agent-forge denkhaus/agent-forge | 0 | 2025-06-18+ | 20/100 | F |
| 48 | faramesh-core faramesh/faramesh-core AgentCardGovernKill+1 | 4 | 2026-07-28+ | 20/100 | F |
| 49 | AgenticLedger ShekharBhardwaj/AgenticLedger handle_mcp | 1 | 2026-07-28+ | 16/100 | F |
| 50 | ChattyPlay-Agent P1kaj1uu/ChattyPlay-Agent getChatHistoryqueryBuyerOrders | 2 | <=2025-11-25 | 16/100 | F |