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59 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 | uma-mcp-server semantic-hallucinations/uma-mcp-server auditories_freeauditories_occupancy_check |
| 11 |
| 2026-07-28+ |
| 76/100 |
| B |
| 3 | openklas openklas/openklas ask_homework_filedownload_homework_fileeclass_summarize_status+11 | 14 | <=2025-11-25 | 71/100 | B |
| 4 | mquery czcorpus/mquery collocationsconcordancecorpus_info+5 | 8 | <=2025-11-25 | 70/100 | B |
| 5 | youtube-knowledge-base-mcp Miandari/youtube-knowledge-base-mcp explore_librarymanage_sourceprocess_video+1 | 4 | 2026-07-28+ | 70/100 | B |
| 6 | transcript-mcp JamesANZ/transcript-mcp download-videogenerate-subtitlesget-transcript+8 | 11 | 2026-07-28+ | 69/100 | C |
| 7 | transcriptor-mcp samson-art/transcriptor-mcp get_available_subtitlesget_chaptersget_raw_subtitles+5 | 8 | 2025-06-18+ | 67/100 | C |
| 8 | reMark BGGBTAC/reMark remarkable_askremarkable_generate_responseremarkable_get_actions+5 | 8 | 2026-07-28+ | 65/100 | C |
| 9 | manim-mcp paulnegz/manim-mcp delete_renderedit_animationgenerate_animation+2 | 5 | 2026-07-28+ | 64/100 | C |
| 10 | tldw rtzll/tldw get_youtube_metadataget_youtube_transcripttranscribe_youtube_whisper | 3 | 2025-06-18+ | 64/100 | C |
| 11 | gentleman-book-mcp Alan-TheGentleman/gentleman-book-mcp build_semantic_indexget_book_indexlist_chapters+4 | 7 | 2026-07-28+ | 63/100 | C |
| 12 | langlearn-tts punt-labs/langlearn-tts synthesizesynthesize_batch | 2 | <=2025-11-25 | 63/100 | C |
| 13 | nestjs-mcp-server branch42-labs/nestjs-mcp-server find_similar_lessonsget_course_detailsget_lesson_content+3 | 6 | 2026-07-28+ | 61/100 | C |
| 14 | course-pilot Eric-he-cn/course-pilot artifact_readconcept_searchemit_evidence+5 | 8 | <=2025-11-25 | 59/100 | D |
| 15 | cli-anything-zotero PiaoyangGuohai1/cli-anything-zotero add_arxivadd_doiadd_url+32 | 35 | 2026-07-28+ | 58/100 | D |
| 16 | RLM-Agent byBasiliosP/RLM-Agent memory_forgetmemory_getmemory_lookup+6 | 9 | <=2025-11-25 | 57/100 | D |
| 17 | TALect tangpanpan23/TALect batch_create_materialsbatch_update_materialscreate_material+10 | 13 | <=2025-11-25 | 56/100 | D |
| 18 | arxiver w00jay/arxiver get_paper_detailsget_recent_papersimport_paper+6 | 9 | <=2025-11-25 | 53/100 | D |
| 19 | edumcp aieducations/edumcp cancel_taskconfirm_password_resetcreate_child_account+24 | 27 | <=2025-11-25 | 52/100 | D |
| 20 | mcp-practical yosephb/mcp-practical evaluate_answergenerate_questionget_hint+1 | 4 | 2026-07-28+ | 52/100 | D |
| 21 | GP-MCP dkkdark/GP-MCP get_task_answer | 1 | 2026-07-28+ | 51/100 | D |
| 22 | agent-zot Claudiusvs/agent-zot fetchsearchzot_daemon_status+6 | 9 | 2026-07-28+ | 51/100 | D |
| 23 | anki-mcp solidSpoon/anki-mcp add-words-batchlist-wordssearch-words | 3 | <=2025-11-25 | 50/100 | D |
| 24 | curso-mcp scops/curso-mcp analyze_paper_with_confirmationchiste_de_padrecompare_papers+33 | 36 | 2025-06-18+ | 49/100 | F |
| 25 | mcp_testlab jimthompson5802/mcp_testlab addanalyze_sentimentanalyze_situation+2 | 5 | 2025-06-18+ | 49/100 | F |
| 26 | class-notes-mcp Charly-bite/class-notes-mcp analyze_textgenerate_noteget_performance_stats+5 | 8 | 2026-07-28+ | 48/100 | F |
| 27 | AIA-Academic-Illustrator- kaulzeejai/AIA-Academic-Illustrator- generate_schemarender_image | 2 | 2026-07-28+ | 47/100 | F |
| 28 | ExamPrepAgent cardea-mcp/ExamPrepAgent get_random_question | 1 | 2026-07-28+ | 47/100 | F |
| 29 | mcp-pubmed-server hhx465453939/mcp-pubmed-server analyze_paper_batchclear_cachedetect_open_access+6 | 9 | <=2025-11-25 | 47/100 | F |
| 30 | Espen-MCP-server-d6 nieuwoudt/Espen-MCP-server-d6 get_integration_infoget_learner_marksget_learners+5 | 8 | <=2025-11-25 | 46/100 | F |
| 31 | academia_mcp IlyaGusev/academia_mcp anthology_searcharxiv_downloadarxiv_search+25 | 28 | 2026-07-28+ | 46/100 | F |
| 32 | mcp-research-server hanzdi/mcp-research-server compare_documentsextract_citationsget_document_metadata+6 | 9 | <=2025-11-25 | 46/100 | F |
| 33 | papersgpt-for-zotero papersgpt/papersgpt-for-zotero followgetClipboardTextgetEditorText+10 | 13 | <=2025-11-25 | 46/100 | F |
| 34 | arxiv-research-mcp borderlessboy/arxiv-research-mcp arxiv_cache_managementarxiv_researchclear_cache+2 | 5 | <=2025-11-25 | 45/100 | F |
| 35 | video-research-mcp Galbaz1/video-research-mcp audio_generatecontent_analyzecontent_batch_analyze+13 | 16 | 2026-07-28+ | 45/100 | F |
| 36 | PodcastAI mittapallynitin/PodcastAI get_taskloginrequest_paper_generation+1 | 4 | <=2025-11-25 | 44/100 | F |
| 37 | human-skill-tree 24kchengYe/human-skill-tree afdian_webhookauth_callbackchat+10 | 13 | 2026-07-28+ | 43/100 | F |
| 38 | Mastery-AI-Apps-Dev paulasilvatech/Mastery-AI-Apps-Dev create_userdelete_userget_order_with_details+6 | 9 | 2026-07-28+ | 42/100 | F |
| 39 | Edmate shmukit/Edmate generate_edmate_contentget_pipeline_metrics | 2 | 2026-07-28+ | 40/100 | F |
| 40 | ai-research-copilot xxxsoekarno-lab/ai-research-copilot build_or_load_vectorstoreensure_chunksfree_answer+5 | 8 | 2026-07-28+ | 40/100 | F |
| 41 | humanaios humanaios-ui/humanaios assesscleanupExpiredTokenscreateAgent+20 | 23 | 2026-07-28+ | 40/100 | F |
| 42 | leap-mcp sid-thephysicskid/leap-mcp create_educational_videoexecute_manim_scenegenerate_manim_scene+3 | 6 | 2026-07-28+ | 40/100 | F |
| 43 | youtube_mcp format37/youtube_mcp download_and_transcribeget_transcription_cachetranscribe_youtube | 3 | <=2025-11-25 | 37/100 | F |
| 44 | Full_Stack_AI_with_Python SAKET-SK/Full_Stack_AI_with_Python get_weathertranslate_to_frenchtranslate_to_spanish | 3 | 2026-07-28+ | 32/100 | F |
| 45 | Basic_FastMCP WillyLIFEexp/Basic_FastMCP ExplainVocabmath_agentvocab_agent | 3 | 2026-07-28+ | 29/100 | F |
| 46 | Lichtblick Ashish-Soni08/Lichtblick sentence_translation_and_analysisvocabulary_extraction | 2 | <=2025-11-25 | 27/100 | F |
| 47 | MCP-Server BilgisayarKavramlari/MCP-Server continue_chat_sessioncreate_sessionhandle_chat+3 | 6 | 2026-07-28+ | 27/100 | F |
| 48 | Talk-to-Your-Slides KyuDan1/Talk-to-Your-Slides ApplierLLMModuleManualKnowledgeBase+9 | 12 | <=2025-11-25 | 27/100 | F |
| 49 | ai-agent-mcp-server peterbartahu/ai-agent-mcp-server answersquestionssummary | 3 | 2026-07-28+ | 27/100 | F |
| 50 | project-thoth acertainKnight/project-thoth agentic_research_questionsend_message_to_agent_and_wait_for_replysend_message_to_agent_async | 3 | 2026-07-28+ | 27/100 | F |