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173 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Document-MCP bigwolfeman/Document-MCP delegate_librariandelete_notefind_definition+21 | 24 | 2025-06-18+ | 49/100 | F |
| 2 | Expenses-Tracker---MCP-Server-_Client Surya-KF/Expenses-Tracker---MCP-Server-_Client add_expenseanalyze_expenses_with_aidelete_expense+2 |
| 5 |
| 2026-07-28+ |
| 49/100 |
| F |
| 3 | expertiza_mcp_server efg/expertiza_mcp_server accept_reviewcreate_reviewget_review+2 | 5 | <=2025-11-25 | 49/100 | F |
| 4 | ffmcp brandonhenry/ffmcp analyze_image_urlsbrain_document_searchcreate_embedding+3 | 6 | 2026-07-28+ | 49/100 | F |
| 5 | orchestrator-mcp-server jeanibarz/orchestrator-mcp-server advance_workflowget_workflow_statuslist_workflows+2 | 5 | <=2025-11-25 | 49/100 | F |
| 6 | vibe-check-mcp-server vinny1575/vibe-check-mcp-server check_constitutionreset_constitutionupdate_constitution+2 | 5 | <=2025-11-25 | 49/100 | F |
| 7 | Chatbot_AMDIE A2SIA-AA/Chatbot_AMDIE cancel_sessionsend_message_helperspawn_wrapper | 3 | <=2025-11-25 | 48/100 | F |
| 8 | Sicry dublen5269/Sicry sicry_asksicry_check_enginessicry_check_tor+6 | 9 | <=2025-11-25 | 48/100 | F |
| 9 | ai-creative-studio-adk-a2a-mcp-vertexai-cloudrun Saoussen-CH/ai-creative-studio-adk-a2a-mcp-vertexai-cloudrun brand_strategistcopywritercritic+3 | 6 | <=2025-11-25 | 48/100 | F |
| 10 | mcp-human-resources dbrown725/mcp-human-resources braveSearchcountEmployeesInCitycountEmployeesInState+23 | 26 | <=2025-11-25 | 48/100 | F |
| 11 | mcp-servers ianmeinert/mcp-servers addanimal_personality_conversationclear_pii_mappings+5 | 8 | 2026-07-28+ | 48/100 | F |
| 12 | mcp_py_exam istanadodan/mcp_py_exam addlist_filessearch | 3 | 2026-07-28+ | 48/100 | F |
| 13 | spark-coach franklinchristuraj/spark-coach health_checktest_mcp_connectiontest_mcp_read+1 | 4 | 2026-07-28+ | 48/100 | F |
| 14 | AIA-Academic-Illustrator- kaulzeejai/AIA-Academic-Illustrator- generate_schemarender_image | 2 | 2026-07-28+ | 47/100 | F |
| 15 | Frontend-System-Design-Featured-App harshith53/Frontend-System-Design-Featured-App get_case_studyget_challenge_contentget_feature_component+3 | 6 | 2026-07-28+ | 47/100 | F |
| 16 | Memwyre memwyreai/Memwyre delete_memorygenerate_promptget_all_tags+7 | 10 | 2026-07-28+ | 47/100 | F |
| 17 | Youtube-MCP IA-Programming/Youtube-MCP get-transcriptsearch-transcriptssearch-youtube+1 | 4 | <=2025-11-25 | 47/100 | F |
| 18 | ai_Ml_c_mcp saumya1317/ai_Ml_c_mcp get_commitsget_discussionsget_issues+5 | 8 | 2026-07-28+ | 47/100 | F |
| 19 | apicentric pmaojo/apicentric create_servicedelete_servicegenerate_service_from_prompt+8 | 11 | <=2025-11-25 | 47/100 | F |
| 20 | cleverchatty Gelembjuk/cleverchatty custom__get_notification_typescustom__notification_feedbackcustom__subscribe_notifications | 3 | 2026-07-28+ | 47/100 | F |
| 21 | imagen-3.0-generate-google-mcp-server falahgs/imagen-3.0-generate-google-mcp-server create_image_htmlgenerate_images | 2 | 2026-07-28+ | 47/100 | F |
| 22 | mcp-server-client gulshanb098/mcp-server-client create-random-usercreate-user | 2 | <=2025-11-25 | 47/100 | F |
| 23 | mcp-voice-app mkg5599/mcp-voice-app list_productsrag_querysearch_products+1 | 4 | 2026-07-28+ | 47/100 | F |
| 24 | mcp_server_twitter Satyamsharmahp36/mcp_server_twitter addTwoNumberscreatePostpreviewEnhancedContent | 3 | 2026-07-28+ | 47/100 | F |
| 25 | n8n-MCP-RAG christinec-dev/n8n-MCP-RAG build_prompt_flexibleexpand_queriesextract_json+5 | 8 | 2026-07-28+ | 47/100 | F |
| 26 | rag-mcp PhuocSang07/rag-mcp add-documentget-rag-statusinitialize-rag+4 | 7 | <=2025-11-25 | 47/100 | F |
| 27 | serverless-aws-mcp josekron/serverless-aws-mcp getAltTextForImage | 1 | 2026-07-28+ | 47/100 | F |
| 28 | Audio-MCP-Server GongRzhe/Audio-MCP-Server gemini_conversationlist_audio_devicesplay_audio+3 | 6 | 2026-07-28+ | 46/100 | F |
| 29 | Cognisphere IhateCreatingUserNames2/Cognisphere analyze_emotionclassify_and_route_query_toolconnect_external_agent+8 | 11 | 2026-07-28+ | 46/100 | F |
| 30 | Legal_document_agentic_assistant Anshul-ydv/Legal_document_agentic_assistant communicategenerate_compliance_suggestionsgenerate_suggestions+6 | 9 | <=2025-11-25 | 46/100 | F |
| 31 | MY_FIRST_MCP_SERVER karthik-s092003/MY_FIRST_MCP_SERVER addcreate_foldersgenerate_and_write_files+4 | 7 | <=2025-11-25 | 46/100 | F |
| 32 | cosa-sai M-Gonzalo/cosa-sai can_x_be_donehints_for_problemhow_to_do_x+1 | 4 | <=2025-11-25 | 46/100 | F |
| 33 | finAgent gazitanbhir/finAgent add_manual_transactioncategorize_expensecreate_invoice+11 | 14 | 2026-07-28+ | 46/100 | F |
| 34 | gemini-context-mcp-server ogoldberg/gemini-context-mcp-server add_contextclear_contextcreate_cache+11 | 14 | <=2025-11-25 | 46/100 | F |
| 35 | pixel-surgeon-mcp j-east/pixel-surgeon-mcp edit_imagegenerate_imagegenerate_video+6 | 9 | 2026-07-28+ | 46/100 | F |
| 36 | task-manager-mcp jhawkins11/task-manager-mcp adjust_planget_next_taskmark_task_complete+2 | 5 | <=2025-11-25 | 46/100 | F |
| 37 | tsai-s5-mcp-image-analyzer RoyRushreeta/tsai-s5-mcp-image-analyzer create_thumbnaildetect_languageocr_image+5 | 8 | 2026-07-28+ | 46/100 | F |
| 38 | Gemini-AI-Media-Generator-MCP-Server Dan6200/Gemini-AI-Media-Generator-MCP-Server generate_and_save_imagegenerate_images_from_list | 2 | 2026-07-28+ | 45/100 | F |
| 39 | LearnMate priyanshi0609/LearnMate askask_questioncheck_answer+5 | 8 | 2026-07-28+ | 45/100 | F |
| 40 | RAG-C Aparnap2/RAG-C bm25chatcrossencoder+7 | 10 | <=2025-11-25 | 45/100 | F |
| 41 | deepchat ThinkInAIXYZ/deepchat | 0 | 2026-07-28+ | 45/100 | F |
| 42 | excel-master-mcp Lipdog/excel-master-mcp create_workbookprocess_financial_problemread_worksheet+1 | 4 | 2026-07-28+ | 45/100 | F |
| 43 | mcp-llamaIndex atharvabhakane/mcp-llamaIndex addcount_pagescreate_agent_and_extract+8 | 11 | 2026-07-28+ | 45/100 | F |
| 44 | multi-llm-cross-check-mcp-server lior-ps/multi-llm-cross-check-mcp-server cross_check | 1 | 2026-07-28+ | 45/100 | F |
| 45 | DocuExtract mhosigiri/DocuExtract delete_documentget_documentget_extracted_data+6 | 9 | 2026-07-28+ | 44/100 | F |
| 46 | MCP-Agent Darshana275/MCP-Agent actions_security_scangithub_scanrecommend_actions+1 | 4 | 2026-07-28+ | 44/100 | F |
| 47 | MCP-server imshubhamgiri/MCP-server add_two_numberscreate_postenrich-resume-with-ai+13 | 16 | 2026-07-28+ | 44/100 | F |
| 48 | ai-api-mcp physics91/ai-api-mcp analyzechatcompare+2 | 5 | 2026-07-28+ | 44/100 | F |
| 49 | code-walkthrough-mcp tomatitito/code-walkthrough-mcp generate_scriptgenerate_video_from_scriptgenerate_walkthrough+2 | 5 | <=2025-11-25 | 44/100 | F |
| 50 | gemini-mcp D-Diaa/gemini-mcp ask_geminiserver_info | 2 | 2026-07-28+ | 44/100 | F |