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30 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | coding-agent-loop manishiitg/coding-agent-loop capture_contextget_activity_statustrigger_and_auto_notify | 3 | 2026-07-28+ | 67 |
| C |
| 2 | ai-furniture-hub ONE8943/ai-furniture-hub calc_room_layoutcompare_productscoordinate_storage+15 | 18 | <=2025-11-25 | 64/100 | C |
| 3 | kf-mcp-servers ShadowWalker2014/kf-mcp-servers cms_activate_versioncms_delete_filecms_discard_draft+14 | 17 | 2026-07-28+ | 63/100 | C |
| 4 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |
| 5 | openshift-mcp-server hardikvjoshi/openshift-mcp-server ask_llmconnect_clustercreate_namespace+16 | 19 | <=2025-11-25 | 56/100 | D |
| 6 | voice-mcp-agent tawfikhammad/voice-mcp-agent faq_assistant | 1 | 2026-07-28+ | 54/100 | D |
| 7 | adk-mcp-multimodal alphinside/adk-mcp-multimodal edit_product_assetgenerate_video_with_image | 2 | <=2025-11-25 | 53/100 | D |
| 8 | cloudforge sagoyanfisic/cloudforge delete_diagramgenerate_diagramgenerate_from_description+3 | 6 | <=2025-11-25 | 52/100 | D |
| 9 | Omnichannel-MCP FenrirDWolf/Omnichannel-MCP distribute_deal | 1 | 2026-07-28+ | 51/100 | D |
| 10 | ai-changelog-generator entro314-labs/ai-changelog-generator analyze_current_changesanalyze_repositoryconfigure_providers+1 | 4 | 2025-06-18+ | 51/100 | D |
| 11 | apicentric pmaojo/apicentric create_servicedelete_servicegenerate_service_from_prompt+8 | 11 | <=2025-11-25 | 47/100 | F |
| 12 | mcp-voice-app mkg5599/mcp-voice-app list_productsrag_querysearch_products+1 | 4 | 2026-07-28+ | 47/100 | F |
| 13 | Audio-MCP-Server GongRzhe/Audio-MCP-Server gemini_conversationlist_audio_devicesplay_audio+3 | 6 | 2026-07-28+ | 46/100 | F |
| 14 | MCP-Agent Darshana275/MCP-Agent actions_security_scangithub_scanrecommend_actions+1 | 4 | 2026-07-28+ | 44/100 | F |
| 15 | kuro-sre-mcp ArcVielLouvent/kuro-sre-mcp execute_approved_rollbacksget_analyzing_ticketssearch_kuro_runbook+1 | 4 | 2026-07-28+ | 44/100 | F |
| 16 | jarvis-mcp aumsathwara/jarvis-mcp append_pkgconfigure_pkgcreate_pipeline+23 | 26 | 2026-07-28+ | 43/100 | F |
| 17 | Polymind Remy2404/Polymind DELETE /webapp/chat/sessions/{session_id}GET /healthGET /webapp/chat/sessions+14 | 17 | 2026-07-28+ | 42/100 | F |
| 18 | RecipesMessengerAuto c-azb/RecipesMessengerAuto creative_searchget_recipe | 2 | 2026-07-28+ | 42/100 | F |
| 19 | Zippy SHREESH2004/Zippy addAddressaddProductaddToCart+22 | 25 | 2026-07-28+ | 42/100 | F |
| 20 | mindual-mcp Mindual-AI/mindual-mcp answer_querylookup_troublepropose_next_action+1 | 4 | 2026-07-28+ | 42/100 | F |
| 21 | ioBroker.mcp-server Holger-Will/ioBroker.mcp-server anotatecreateScenecreateState+17 | 20 | 2026-07-28+ | 41/100 | F |
| 22 | mcp-toolbox sithu/mcp-toolbox analyze_invoicecreate-invoicegenerate_invoice+2 | 5 | 2026-07-28+ | 39/100 | F |
| 23 | Market_Oracle-a2a-mcp budprat/Market_Oracle-a2a-mcp find_agentquery_places_dataquery_travel_data | 3 | <=2025-11-25 | 35/100 | F |
| 24 | Varon-AI 201Harsh/Varon-AI ArcStrikeUnitBlackFireAIBlackReplit+10 | 13 | 2025-06-18+ | 31/100 | F |
| 25 | strapi-mcp-server dugleelabs/strapi-mcp-server create_content_from_researchcreate_entrydelete_entry+7 | 10 | 2025-06-18+ | 12/100 | F |
| 26 | Narad-Email-Agent Edge-Explorer/Narad-Email-Agent apply_for_jobcheck_inboxget_job_stats+3 | 6 | 2026-07-28+ | 11/100 | F |
| 27 | production-ready-backend-builder-multi-agent-with-multi-tool-system- skyline-GTRr32/production-ready-backend-builder-multi-agent-with-multi-tool-system- build_backendcheck_importscreate_file_safely+12 | 15 | <=2025-11-25 | 8/100 | F |
| 28 | MCP-email-fetch Hiteshydv001/MCP-email-fetch get_emailsget_threadsend_reply | 3 | 2026-07-28+ | 7/100 | F |
| 29 | DataChat Samar-Bons/DataChat auth_health_checkget_current_user_infoget_profile+7 | 10 | 2026-07-28+ | 0/100 | F |
| 30 | PulseMetrics sdave0/PulseMetrics get_latest_failure_analysislist_active_signalssearch_history | 3 | 2026-07-28+ | 0/100 | F |