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76 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | bookstack-mcp bees-roadhouse/bookstack-mcp create_pagedelete_pagedirectory+9 | 12 | <=2025-11-25 | 78/100 | B |
| 2 | neoimage looptech-ai/neoimage |
| 2 |
| 2026-07-28+ |
| 71/100 |
| B |
| 3 | youtube-knowledge-base-mcp Miandari/youtube-knowledge-base-mcp explore_librarymanage_sourceprocess_video+1 | 4 | 2026-07-28+ | 70/100 | B |
| 4 | transcript-mcp JamesANZ/transcript-mcp download-videogenerate-subtitlesget-transcript+8 | 11 | 2026-07-28+ | 69/100 | C |
| 5 | reMark BGGBTAC/reMark remarkable_askremarkable_generate_responseremarkable_get_actions+5 | 8 | 2026-07-28+ | 65/100 | C |
| 6 | manim-mcp paulnegz/manim-mcp delete_renderedit_animationgenerate_animation+2 | 5 | 2026-07-28+ | 64/100 | C |
| 7 | tldw rtzll/tldw get_youtube_metadataget_youtube_transcripttranscribe_youtube_whisper | 3 | 2025-06-18+ | 64/100 | C |
| 8 | gentleman-book-mcp Alan-TheGentleman/gentleman-book-mcp build_semantic_indexget_book_indexlist_chapters+4 | 7 | 2026-07-28+ | 63/100 | C |
| 9 | langlearn-tts punt-labs/langlearn-tts synthesizesynthesize_batch | 2 | <=2025-11-25 | 63/100 | C |
| 10 | mcp-server-example inbarajaldrin/mcp-server-example add_inventory_itemget_inventoryget_item_by_id+9 | 12 | 2026-07-28+ | 60/100 | C |
| 11 | course-pilot Eric-he-cn/course-pilot artifact_readconcept_searchemit_evidence+5 | 8 | <=2025-11-25 | 59/100 | D |
| 12 | cli-anything-zotero PiaoyangGuohai1/cli-anything-zotero add_arxivadd_doiadd_url+32 | 35 | 2026-07-28+ | 58/100 | D |
| 13 | Agent-Ecosystem-Salesperson-and-Payment biabeogo147/Agent-Ecosystem-Salesperson-and-Payment calc_shippingcreate_orderfind_product+4 | 7 | 2026-07-28+ | 57/100 | D |
| 14 | RLM-Agent byBasiliosP/RLM-Agent memory_forgetmemory_getmemory_lookup+6 | 9 | <=2025-11-25 | 57/100 | D |
| 15 | gpt-image-1-mcp naporin0624/gpt-image-1-mcp batch-editedit-imagegenerate-image | 3 | 2026-07-28+ | 57/100 | D |
| 16 | imagegen-mcp spartanz51/imagegen-mcp image-to-imagetext-to-image | 2 | 2026-07-28+ | 56/100 | D |
| 17 | python-paymcp-server-demo PayMCP/python-paymcp-server-demo generate | 1 | <=2025-11-25 | 56/100 | D |
| 18 | sushi-rag-mcp-server sbecker11/sushi-rag-mcp-server sushi_rag_querysushi_semantic_search | 2 | 2026-07-28+ | 55/100 | D |
| 19 | Salesforce-Agent-Chatbot-with-MCP-Architecture sybachpunk/Salesforce-Agent-Chatbot-with-MCP-Architecture commit_code_changesget_salesforce_case_detailslog_and_assign_task+7 | 10 | 2026-07-28+ | 54/100 | D |
| 20 | ddg-agent-payable-services daedalusdevelopmentgroup/ddg-agent-payable-services ddg_agent_distribution_targetsddg_agent_readiness_scorecardddg_agent_status+28 | 31 | 2025-06-18+ | 54/100 | D |
| 21 | arxiver w00jay/arxiver get_paper_detailsget_recent_papersimport_paper+6 | 9 | <=2025-11-25 | 53/100 | D |
| 22 | chatbot_Shopify Mobeen-Dev/chatbot_Shopify add_cartline_itemscreate_new_cart_with_itemsfile_search+6 | 9 | <=2025-11-25 | 52/100 | D |
| 23 | edumcp aieducations/edumcp cancel_taskconfirm_password_resetcreate_child_account+24 | 27 | <=2025-11-25 | 52/100 | D |
| 24 | ekitchen-ingestion ramizarif/ekitchen-ingestion detailed_health_checkget_analytics_healthget_cost_analytics+14 | 17 | <=2025-11-25 | 52/100 | D |
| 25 | mcp-practical yosephb/mcp-practical evaluate_answergenerate_questionget_hint+1 | 4 | 2026-07-28+ | 52/100 | D |
| 26 | GP-MCP dkkdark/GP-MCP get_task_answer | 1 | 2026-07-28+ | 51/100 | D |
| 27 | OverleafMCP mjyoo2/OverleafMCP list_filesparse_sectionspush_section_edit+1 | 4 | 2026-07-28+ | 51/100 | D |
| 28 | agent-zot Claudiusvs/agent-zot fetchsearchzot_daemon_status+6 | 9 | 2026-07-28+ | 51/100 | D |
| 29 | ai-tools samctur/ai-tools generate_imagestore_image_metadata | 2 | 2026-07-28+ | 51/100 | D |
| 30 | anki-mcp solidSpoon/anki-mcp add-words-batchlist-wordssearch-words | 3 | <=2025-11-25 | 50/100 | D |
| 31 | mcp-server profullstack/mcp-server aggregate_newscheck_domain_availabilitycheck_email_validity+16 | 19 | 2026-07-28+ | 50/100 | D |
| 32 | mouse-mcp cameronsjo/mouse-mcp discoverget_attractionsget_destinations+4 | 7 | <=2025-11-25 | 50/100 | D |
| 33 | curso-mcp scops/curso-mcp analyze_paper_with_confirmationchiste_de_padrecompare_papers+33 | 36 | 2025-06-18+ | 49/100 | F |
| 34 | mcp_testlab jimthompson5802/mcp_testlab addanalyze_sentimentanalyze_situation+2 | 5 | 2025-06-18+ | 49/100 | F |
| 35 | class-notes-mcp Charly-bite/class-notes-mcp analyze_textgenerate_noteget_performance_stats+5 | 8 | 2026-07-28+ | 48/100 | F |
| 36 | propiedades-mx juanpasaflipz/propiedades-mx conversational-searchdocumentationenhance-query+16 | 19 | <=2025-11-25 | 48/100 | F |
| 37 | AIA-Academic-Illustrator- kaulzeejai/AIA-Academic-Illustrator- generate_schemarender_image | 2 | 2026-07-28+ | 47/100 | F |
| 38 | ExamPrepAgent cardea-mcp/ExamPrepAgent get_random_question | 1 | 2026-07-28+ | 47/100 | F |
| 39 | mcp-pubmed-server hhx465453939/mcp-pubmed-server analyze_paper_batchclear_cachedetect_open_access+6 | 9 | <=2025-11-25 | 47/100 | F |
| 40 | mcp-voice-app mkg5599/mcp-voice-app list_productsrag_querysearch_products+1 | 4 | 2026-07-28+ | 47/100 | F |
| 41 | photoshoot-ai-design photoshootapp/photoshoot-ai-design photoshoot_batchphotoshoot_editphotoshoot_generate+3 | 6 | 2026-07-28+ | 47/100 | F |
| 42 | MCP-Receipe-Medical akashsmu/MCP-Receipe-Medical analyze_and_suggest_recipeanalyze_food_imageanalyze_food_image_url+4 | 7 | <=2025-11-25 | 46/100 | F |
| 43 | academia_mcp IlyaGusev/academia_mcp anthology_searcharxiv_downloadarxiv_search+25 | 28 | 2026-07-28+ | 46/100 | F |
| 44 | mcpserver itscartmanbrah/mcpserver back-in-stockbrandscategories+11 | 14 | 2026-07-28+ | 46/100 | F |
| 45 | node-paymcp-server-demo PayMCP/node-paymcp-server-demo generate | 1 | <=2025-11-25 | 46/100 | F |
| 46 | papersgpt-for-zotero papersgpt/papersgpt-for-zotero followgetClipboardTextgetEditorText+10 | 13 | <=2025-11-25 | 46/100 | F |
| 47 | Omni-Scrape-AI Muhammad-Raisul-Maharub/Omni-Scrape-AI extract_social_linksextract_structured_dataextract_web_animations+8 | 11 | <=2025-11-25 | 45/100 | F |
| 48 | connect-server Danejw/connect-server create_profiledelete_profileget_profile+4 | 7 | <=2025-11-25 | 45/100 | F |
| 49 | video-research-mcp Galbaz1/video-research-mcp audio_generatecontent_analyzecontent_batch_analyze+13 | 16 | 2026-07-28+ | 45/100 | F |
| 50 | PodcastAI mittapallynitin/PodcastAI get_taskloginrequest_paper_generation+1 | 4 | <=2025-11-25 | 44/100 | F |