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40 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | agent-commerce-core SakuttoWorks/agent-commerce-core calculate_hybrid_trust_scoreenforce_complianceextract_via_firecrawl+6 | 9 | 2026-07-28+ | 68/100 | C |
| 2 |
| searchless-ngx hensing/searchless-ngx get_current_datesearch_paperless_metadata |
| 2 |
| 2026-07-28+ |
| 61/100 |
| C |
| 3 | open-ocr-cli cyanxxy/open-ocr-cli analyze_document_structureextract_fields_batchre_ocr_region | 3 | 2026-07-28+ | 59/100 | D |
| 4 | pochita-mcp DeafeningRoar/pochita-mcp generate-image | 1 | <=2025-11-25 | 59/100 | D |
| 5 | xrpl-referee eamwhite1/xrpl-referee assess_counterparty_and_jobaudit_taskaward_job+22 | 25 | 2026-07-28+ | 59/100 | D |
| 6 | mcp-server-outlook-email Cam10001110101/mcp-server-outlook-email analyze_sentimentcategorize_emailsexport_data+9 | 12 | <=2025-11-25 | 58/100 | D |
| 7 | llm-excel-mcp-server Ameya-Bhingurde/llm-excel-mcp-server analyze_dataclean_excelcreate_pivot_table+2 | 5 | <=2025-11-25 | 57/100 | D |
| 8 | graphrag-kyc-agent neo4j-product-examples/graphrag-kyc-agent create_memoryfind_customer_ringsfind_customers_in_rings+6 | 9 | <=2025-11-25 | 56/100 | D |
| 9 | psibot DmacMcgreg/psibot agent_memory_appendagent_memory_listagent_memory_read+10 | 13 | <=2025-11-25 | 55/100 | D |
| 10 | penquify MAXMARDONES/penquify penquify_generate_datasetpenquify_generate_documentpenquify_generate_photos+2 | 5 | 2026-07-28+ | 53/100 | D |
| 11 | speak2me-mcp CodingButter/speak2me-mcp claude_chatlistenprocess_output+12 | 15 | 2026-07-28+ | 53/100 | D |
| 12 | undesirables-mcp-server sailorpepe/undesirables-mcp-server analyze_beatscreate_bannercreate_memory_relation+35 | 38 | <=2025-11-25 | 51/100 | D |
| 13 | Agentic-Architecture-EAG-Session6-Assignment sushant097/Agentic-Architecture-EAG-Session6-Assignment news_vs_pricesummarize_newsticker_info | 3 | <=2025-11-25 | 50/100 | D |
| 14 | sap-mcp-server midasol/sap-mcp-server sap_authenticatesap_get_entitysap_list_services+1 | 4 | <=2025-11-25 | 49/100 | F |
| 15 | MCP_Catalog Swissbit92/MCP_Catalog brave_web_searchexecute_swapfetch_url+11 | 14 | 2026-07-28+ | 48/100 | F |
| 16 | jarvis-assistant-vocal sosoj92/jarvis-assistant-vocal ajouter_appcall_with_messagelaunch_app | 3 | <=2025-11-25 | 48/100 | F |
| 17 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 18 | mattermost-mcp-host jagan-shanmugam/mattermost-mcp-host calculatorchat_completioncreate_post+11 | 14 | <=2025-11-25 | 47/100 | F |
| 19 | expert-octo-guide tituslhy/expert-octo-guide chat_with_docsgenerate_poemgenerate_poem+4 | 7 | <=2025-11-25 | 46/100 | F |
| 20 | AgenticForge DeamonDev888/AgenticForge ai_summarizealpha_intelligenceclaude_analysis+6 | 9 | <=2025-11-25 | 45/100 | F |
| 21 | Solana-MarketPlace-MCP Pavilion-devs/Solana-MarketPlace-MCP ai_querydelist_nftget_collection_stats+4 | 7 | 2026-07-28+ | 43/100 | F |
| 22 | brain-ecosystem timmeck/brain-ecosystem brain_benchmark_historybrain_benchmark_runbrain_benchmark_score+15 | 18 | <=2025-11-25 | 43/100 | F |
| 23 | Autonomous-Cloud-Governance SiD-array/Autonomous-Cloud-Governance analyze_topiccalculate_simulated_costcheck_connection+13 | 16 | 2026-07-28+ | 42/100 | F |
| 24 | RecipesMessengerAuto c-azb/RecipesMessengerAuto creative_searchget_recipe | 2 | 2026-07-28+ | 42/100 | F |
| 25 | Friendantial mirulili/Friendantial backtest/simulatebasic_analysis/news-sentiment/{stock_code}basic_analysis/recommendations+7 | 10 | <=2025-11-25 | 41/100 | F |
| 26 | Nenyax Nenyax-AI/Nenyax ResembleTTS.synthesizedownload_agent_filesfetch_agent_config+10 | 13 | 2026-07-28+ | 38/100 | F |
| 27 | mio-chat-backend Pretend-to/mio-chat-backend meta_tool | 1 | <=2025-11-25 | 38/100 | F |
| 28 | echokit_server second-state/echokit_server | 0 | <=2025-11-25 | 37/100 | F |
| 29 | zhishui-multi-agent-AI-management-system whocomestoget/zhishui-multi-agent-AI-management-system evaluate_employee_efficiencygenerate_efficiency_report | 2 | <=2025-11-25 | 31/100 | F |
| 30 | Agentic-AI-AGNO Anshul261/Agentic-AI-AGNO anthropic_claude_inferenceazure_openai_inferencecerebras_inference+20 | 23 | 2026-07-28+ | 29/100 | F |
| 31 | luna-chatbot-backend Satharva2004/luna-chatbot-backend convertSpeechToTextcreateFeedbackcreateUser+26 | 29 | 2026-07-28+ | 29/100 | F |
| 32 | weixin-ai-bridge hellal08/weixin-ai-bridge AnthropicAgent.askAnthropicAgent.askStreamAnthropicAgent.askWithImages+12 | 15 | 2026-07-28+ | 29/100 | F |
| 33 | QuokkaAgent StanleyPrime/QuokkaAgent | 0 | 2026-07-28+ | 20/100 | F |
| 34 | openclaw-molt-mcp sandraschi/openclaw-molt-mcp clawd_agentclawd_bastionclawd_channels+8 | 11 | <=2025-11-25 | 18/100 | F |
| 35 | PaperCortex renefichtmueller/PaperCortex papercortex_classifypapercortex_exportpapercortex_query+2 | 5 | 2026-07-28+ | 14/100 | F |
| 36 | Arkenos Arkenos-World/Arkenos download_agent_filesfetch_agent_configfetch_and_inject_keys+10 | 13 | <=2025-11-25 | 12/100 | F |
| 37 | Gemini-Data-Analysis-Research-MCP-Server falahgs/Gemini-Data-Analysis-Research-MCP-Server analyze-datagenerate-thinkingsend-email | 3 | 2026-07-28+ | 5/100 | F |
| 38 | CAAL CoreWorxLab/CAAL | 0 | 2026-07-28+ | 0/100 | F |
| 39 | MCP-mail-server sahilS-ux/MCP-mail-server | 0 | 2026-07-28+ | 0/100 | F |
| 40 | mexc-mcp-server RyanLisse/mexc-mcp-server mexc_cancel_ordermexc_get_24h_statsmexc_get_order_book+5 | 8 | 2026-07-28+ | 0/100 | F |