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173 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | kuro-sre-mcp ArcVielLouvent/kuro-sre-mcp execute_approved_rollbacksget_analyzing_ticketssearch_kuro_runbook+1 | 4 | 2026-07-28+ | 44/100 | F |
| 52 | rag-mcp ashrobertsdragon/rag-mcp delete_documentlist_documentsquery+2 | 5 |
| <=2025-11-25 |
| 44/100 |
| F |
| 53 | weam weam-ai/weam dalle_api_wrappergemini_image_generator | 2 | <=2025-11-25 | 44/100 | F |
| 54 | Document-Review-AI-Assistant LaurentVeyssier/Document-Review-AI-Assistant _log_run_web_search_implget_document_ui+2 | 5 | <=2025-11-25 | 43/100 | F |
| 55 | MCP-server-data-exploration vjk-2k5/MCP-server-data-exploration load_csvrun_script | 2 | <=2025-11-25 | 43/100 | F |
| 56 | context-builder marcoafm26/context-builder create_agent_contextfetch_docsget_project_context+1 | 4 | 2026-07-28+ | 43/100 | F |
| 57 | jarvis-mcp aumsathwara/jarvis-mcp append_pkgconfigure_pkgcreate_pipeline+23 | 26 | 2026-07-28+ | 43/100 | F |
| 58 | mymcpserv eagurin/mymcpserv api_requestread_filesearch_content+1 | 4 | <=2025-11-25 | 43/100 | F |
| 59 | tome runebookai/tome get_metadatarename_mcp_serverstart_mcp_server+1 | 4 | 2026-07-28+ | 43/100 | F |
| 60 | MCP-Server-Leave-Analysis ahmd-abdelnaby/MCP-Server-Leave-Analysis analyze_leave_reasonanalyze_leave_requestcheck_leave_balance+4 | 7 | 2026-07-28+ | 42/100 | F |
| 61 | Polymind Remy2404/Polymind DELETE /webapp/chat/sessions/{session_id}GET /healthGET /webapp/chat/sessions+14 | 17 | 2026-07-28+ | 42/100 | F |
| 62 | RecipesMessengerAuto c-azb/RecipesMessengerAuto creative_searchget_recipe | 2 | 2026-07-28+ | 42/100 | F |
| 63 | Zippy SHREESH2004/Zippy addAddressaddProductaddToCart+22 | 25 | 2026-07-28+ | 42/100 | F |
| 64 | agentic-rag-chatbot-mcp JoshPola96/agentic-rag-chatbot-mcp add_chunkschunk_textclear_vector_store+7 | 10 | 2026-07-28+ | 42/100 | F |
| 65 | kg-mcp tseller/kg-mcp curate_knowledge | 1 | <=2025-11-25 | 42/100 | F |
| 66 | mate antiv/mate browser_clickbrowser_fill_formbrowser_navigate+3 | 6 | 2026-07-28+ | 42/100 | F |
| 67 | mindual-mcp Mindual-AI/mindual-mcp answer_querylookup_troublepropose_next_action+1 | 4 | 2026-07-28+ | 42/100 | F |
| 68 | MCP-Server satyamkumarjha9966/MCP-Server create-random-usercreate-user | 2 | 2025-06-18+ | 41/100 | F |
| 69 | MCP_Server_Practice Dhiraj123-star/MCP_Server_Practice addaddaudio_query+9 | 12 | 2026-07-28+ | 41/100 | F |
| 70 | SciAgent-toolkit tony-zhelonkin/SciAgent-toolkit apply_primary_rescue_filtercalculate_adaptive_thresholdscheck_ports+7 | 10 | 2026-07-28+ | 41/100 | F |
| 71 | agentweave shanviinnovations/agentweave create_agentcreate_agent_backendcreate_task+15 | 18 | 2026-07-28+ | 41/100 | F |
| 72 | ioBroker.mcp-server Holger-Will/ioBroker.mcp-server anotatecreateScenecreateState+17 | 20 | 2026-07-28+ | 41/100 | F |
| 73 | siza Forge-Space/siza formatCodegenerateComponentvalidateCode | 3 | <=2025-11-25 | 41/100 | F |
| 74 | token-scout jackccrawford/token-scout budgetconsumediscover+3 | 6 | 2026-07-28+ | 41/100 | F |
| 75 | MaxKB 1Panel-dev/MaxKB tool-lib-nodetool-nodetool-start-node+1 | 4 | 2026-07-28+ | 40/100 | F |
| 76 | MultiAgentPPT johnson7788/MultiAgentPPT DocumentSearchDocumentSearchDocumentSearch+2 | 5 | 2026-07-28+ | 40/100 | F |
| 77 | claude-memory-mcp FirmengruppeViola/claude-memory-mcp memory_compactmemory_searchmemory_status | 3 | 2026-07-28+ | 40/100 | F |
| 78 | firebase-docs-mcp nohe427/firebase-docs-mcp find-firebase-doc | 1 | 2025-06-18+ | 40/100 | F |
| 79 | new-mcp bartekke8it56w2/new-mcp geminithinking | 1 | 2026-07-28+ | 40/100 | F |
| 80 | strudel-mcp-server williamzujkowski/strudel-mcp-server ai_assistanalyzeaudio_capture+23 | 26 | 2026-07-28+ | 40/100 | F |
| 81 | MCP_PostgreSQL anass1209/MCP_PostgreSQL describe_tablelist_databaseslist_tables+10 | 13 | <=2025-11-25 | 39/100 | F |
| 82 | mcp-server-client-ts Abdelkader-gnichi/mcp-server-client-ts create-random-usercreate-user | 2 | <=2025-11-25 | 39/100 | F |
| 83 | mcp-toolbox sithu/mcp-toolbox analyze_invoicecreate-invoicegenerate_invoice+2 | 5 | 2026-07-28+ | 39/100 | F |
| 84 | ymm4MCP SCPgamerscp/ymm4MCP ymm4_advancedymm4_interactymm4_preview | 3 | 2026-07-28+ | 39/100 | F |
| 85 | Intellipost.ai shreyashxai/Intellipost.ai addTwoNumberscreatePost | 2 | 2026-07-28+ | 38/100 | F |
| 86 | adk-agent-examples sivakavin/adk-agent-examples add_reminderdelete_reminderecho_tool+4 | 7 | 2026-07-28+ | 38/100 | F |
| 87 | deepview-mcp ai-1st/deepview-mcp deepview | 1 | <=2025-11-25 | 38/100 | F |
| 88 | emotion_ai angrysky56/emotion_ai archive_conversations_to_videoarchive_old_conversationsarchive_old_memories+20 | 23 | <=2025-11-25 | 38/100 | F |
| 89 | go-mcp victorvbello/go-mcp generate-wealthy-plan | 1 | 2025-06-18+ | 38/100 | F |
| 90 | mcp-code-mode hoangnb24/mcp-code-mode echoexecute_coderun_agent | 3 | <=2025-11-25 | 38/100 | F |
| 91 | mcp-server-client-project pratp7/mcp-server-client-project create-random-usercreate-user | 2 | <=2025-11-25 | 38/100 | F |
| 92 | stagehand-mcp-local weijiafu14/stagehand-mcp-local browserbase_stagehand_actbrowserbase_stagehand_agentbrowserbase_stagehand_close_session+8 | 11 | <=2025-11-25 | 38/100 | F |
| 93 | Bao Suge8/Bao agent_browsercancel_taskcheck_tasks+20 | 23 | 2026-07-28+ | 37/100 | F |
| 94 | a2a_mcp_connector sms03/a2a_mcp_connector call_mcp_toollist_mcp_serverslist_mcp_tools+3 | 6 | <=2025-11-25 | 37/100 | F |
| 95 | avatar-shell mfukushim/avatar-shell addAvataraddExtTalkContextcalcDefaultName+24 | 27 | 2026-07-28+ | 37/100 | F |
| 96 | high-mcp vatsamanoj/high-mcp apply_patchesauto_fix_configblock_provider+17 | 20 | <=2025-11-25 | 37/100 | F |
| 97 | Agentic-AI dunky-star/Agentic-AI chatdownload_and_extract_repoenv_content+5 | 8 | 2026-07-28+ | 36/100 | F |
| 98 | AgenticLakehouse vinay-ram1999/AgenticLakehouse databricks_mcp_toolsretrieve_docstavily_search | 3 | 2026-07-28+ | 36/100 | F |
| 99 | Forensic-BugHunter Rahul-Dewani/Forensic-BugHunter search_documents | 1 | <=2025-11-25 | 36/100 | F |
| 100 | SymptomAI-MCP chihebguesmi11/SymptomAI-MCP extract_detailsextract_symptomsget_advice+1 | 4 | 2026-07-28+ | 36/100 | F |