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238 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | agent-mcp-deployment-templates aiagenta2z/agent-mcp-deployment-templates generate_covergenerate_social_imagetavily_search+3 | 6 | 2025-06-18+ | 59/100 | D |
| 2 | memory-cloud |
| 9 |
| 2026-07-28+ |
| 59/100 |
| D |
| 3 | simple-claude-code-github-agent GabsFranke/simple-claude-code-github-agent find_definitionsfind_referencesget_context+6 | 9 | 2026-07-28+ | 59/100 | D |
| 4 | PlaudBlender Gunnarguy/PlaudBlender ask_chronosget_graphget_recording+8 | 11 | <=2025-11-25 | 58/100 | D |
| 5 | ai-daily-summary AlexisBalayre/ai-daily-summary get_articleget_sourceget_summary+5 | 8 | 2026-07-28+ | 58/100 | D |
| 6 | memory-qdrant-mcp balaji-g42/memory-qdrant-mcp memory_adminmemory_contextmemory_create+6 | 9 | 2026-07-28+ | 58/100 | D |
| 7 | memvid-mcp kcpatt27/memvid-mcp add_to_memorycreate_memory_bankget_context+4 | 7 | <=2025-11-25 | 58/100 | D |
| 8 | superglue superglue-ai/superglue search_documentation | 1 | 2026-07-28+ | 58/100 | D |
| 9 | textrawl jeffgreendesign/textrawl add_urlaskbriefing+17 | 20 | 2026-07-28+ | 58/100 | D |
| 10 | mcp-agent-builder-go manishiitg/mcp-agent-builder-go capture_contextget_activity_status | 2 | <=2025-11-25 | 57/100 | D |
| 11 | mobile-device-mcp saranshbamania/mobile-device-mcp analyze_screendouble_tapextract_text+34 | 37 | 2026-07-28+ | 57/100 | D |
| 12 | pillar pillarhq/pillar interact_with_pagerender_chartrender_metric+1 | 4 | 2026-07-28+ | 57/100 | D |
| 13 | vue-mcp joelbarmettlerUZH/vue-mcp ecosystem_searchnuxt_api_lookupnuxt_docs_search+11 | 14 | <=2025-11-25 | 57/100 | D |
| 14 | Common_Chronicle Intelligent-Internet/Common_Chronicle create_timeline | 1 | <=2025-11-25 | 56/100 | D |
| 15 | MCP-TEST-Agent Harsha-Kumar-06/MCP-TEST-Agent check_pto_balancecheck_system_statuscreate_support_ticket+12 | 15 | 2026-07-28+ | 56/100 | D |
| 16 | code-summarizer nicobailon/code-summarizer set_configsummarize_directorysummarize_file | 3 | 2026-07-28+ | 56/100 | D |
| 17 | conductor-tasks hridaya423/conductor-tasks add-task-notecreate-taskcreate-task-from-template+18 | 21 | <=2025-11-25 | 56/100 | D |
| 18 | gepa-mcp developzir/gepa-mcp auto_optimize_promptconversational_optimizeexplain_optimization+5 | 8 | 2026-07-28+ | 56/100 | D |
| 19 | mcp-codebase-index NgoTaiCo/mcp-codebase-index check_indexenhance_promptenhancement_telemetry+6 | 9 | 2026-07-28+ | 56/100 | D |
| 20 | mcp-summarizer 0xshellming/mcp-summarizer summarize | 1 | 2026-07-28+ | 56/100 | D |
| 21 | nanobanana-mcp YCSE/nanobanana-mcp clear_conversationgemini_chatgemini_edit_image+3 | 6 | 2026-07-28+ | 56/100 | D |
| 22 | openshift-mcp-server hardikvjoshi/openshift-mcp-server ask_llmconnect_clustercreate_namespace+16 | 19 | <=2025-11-25 | 56/100 | D |
| 23 | Credence shrprabh/Credence get_quiz_by_youtube_idloginrefresh | 3 | 2026-07-28+ | 55/100 | D |
| 24 | DevoChat gws8820/DevoChat visit_url | 1 | <=2025-11-25 | 55/100 | D |
| 25 | design-critique-mcp haasonsaas/design-critique-mcp analyze_accessibilityanalyze_color_schemeanalyze_layout+3 | 6 | 2026-07-28+ | 55/100 | D |
| 26 | mcp-chat-bot AbQaadir/mcp-chat-bot search_resumes | 1 | 2026-07-28+ | 55/100 | D |
| 27 | web-eval-agent refreshdotdev/web-eval-agent setup_browser_stateweb_eval_agent | 2 | <=2025-11-25 | 55/100 | D |
| 28 | MCP-Hive VesperAkshay/MCP-Hive call_toolchatget_providers+4 | 7 | <=2025-11-25 | 54/100 | D |
| 29 | ai-document-mcp-server adi01012002/ai-document-mcp-server askAboutUploadedTextextractTextFromFilerunPredefinedChecks | 3 | 2026-07-28+ | 54/100 | D |
| 30 | code-portal-mcp TylerALofall/code-portal-mcp ai_uicreate_desktop_shortcutcreate_project+21 | 24 | <=2025-11-25 | 54/100 | D |
| 31 | context-mcp dodopayments/context-mcp search_docssearch_docs | 2 | 2026-07-28+ | 54/100 | D |
| 32 | data-planning-agent opendedup/data-planning-agent continue_conversationgenerate_data_prpstart_planning_session | 3 | <=2025-11-25 | 54/100 | D |
| 33 | docAgent-MCPServer assignment-sets/docAgent-MCPServer compress_fileconvert_file_formatextract_text+6 | 9 | <=2025-11-25 | 54/100 | D |
| 34 | vercel-ai-docs-mcp IvanAmador/vercel-ai-docs-mcp agent-queryclear-memorydirect-query | 3 | 2026-07-28+ | 54/100 | D |
| 35 | voice-mcp-agent tawfikhammad/voice-mcp-agent faq_assistant | 1 | 2026-07-28+ | 54/100 | D |
| 36 | adk-mcp-multimodal alphinside/adk-mcp-multimodal edit_product_assetgenerate_video_with_image | 2 | <=2025-11-25 | 53/100 | D |
| 37 | code-review-mcp praneybehl/code-review-mcp perform_code_review | 1 | <=2025-11-25 | 53/100 | D |
| 38 | gemini-interactions-mcp DigiBugCat/gemini-interactions-mcp askresearchsearch | 3 | 2026-07-28+ | 53/100 | D |
| 39 | llm-search snexus/llm-search rag_generate_answerrag_generate_answer_simplerag_retrieve_chunks+1 | 4 | 2026-07-28+ | 53/100 | D |
| 40 | mcp-demo Kshit96/mcp-demo fetch_data | 1 | 2026-07-28+ | 53/100 | D |
| 41 | resonant-mind codependentai/resonant-mind active_tense_getbonds_entercompass_assert+12 | 15 | 2026-07-28+ | 53/100 | D |
| 42 | A2A-Agent-Orchestration-System Khaledayman9/A2A-Agent-Orchestration-System addcubedivide+4 | 7 | 2026-07-28+ | 52/100 | D |
| 43 | CoexistAI SPThole/CoexistAI crawl_and_create_kbcreate_knowledge_baseget_deep_research_aspects+11 | 14 | <=2025-11-25 | 52/100 | D |
| 44 | Entity-Resolution u3588064/Entity-Resolution compare_entities | 1 | <=2025-11-25 | 52/100 | D |
| 45 | clangaroo jasondk/clangaroo cpp_analyze_call_patternscpp_analyze_functioncpp_analyze_with_ai+16 | 19 | <=2025-11-25 | 52/100 | D |
| 46 | cloudforge sagoyanfisic/cloudforge delete_diagramgenerate_diagramgenerate_from_description+3 | 6 | <=2025-11-25 | 52/100 | D |
| 47 | mcp-server-demo OAI-Labs/mcp-server-demo analyze_imagecreate_videocreate_visualization+1 | 4 | 2026-07-28+ | 52/100 | D |
| 48 | nano-banana-mcp Riti0208/nano-banana-mcp analyze-imagebatch-generatecompare-images+5 | 8 | 2026-07-28+ | 52/100 | D |
| 49 | surreal-memory acidkill/surreal-memory memory_getmemory_searchsmem_context+9 | 12 | 2026-07-28+ | 52/100 | D |
| 50 | xhs-mcp ShunL12324/xhs-mcp add_accountcheck_login_statusdelete_draft+23 | 26 | 2026-07-28+ | 52/100 | D |