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92 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_checkdirectories_get+8 |
| 11 |
| 2026-07-28+ |
| 76/100 |
| B |
| 3 | KunnaServidorMCP vancovx/KunnaServidorMCP discover-collectionget-device-detailsquery-aggregation+2 | 5 | 2026-07-28+ | 74/100 | B |
| 4 | epic-agent epicweb-dev/epic-agent list_workshopsretrieve_diff_contextretrieve_learning_context+2 | 5 | 2025-06-18+ | 71/100 | B |
| 5 | openklas openklas/openklas ask_homework_filedownload_homework_fileeclass_summarize_status+11 | 14 | <=2025-11-25 | 71/100 | B |
| 6 | youtube-knowledge-base-mcp Miandari/youtube-knowledge-base-mcp explore_librarymanage_sourceprocess_video+1 | 4 | 2026-07-28+ | 70/100 | B |
| 7 | transcript-mcp JamesANZ/transcript-mcp download-videogenerate-subtitlesget-transcript+8 | 11 | 2026-07-28+ | 69/100 | 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 | udaan.ai areebahmeddd/udaan.ai create_profilefetch_collegesfetch_recommendations+13 | 16 | 2026-07-28+ | 64/100 | C |
| 12 | gentleman-book-mcp Alan-TheGentleman/gentleman-book-mcp build_semantic_indexget_book_indexlist_chapters+4 | 7 | 2026-07-28+ | 63/100 | C |
| 13 | langlearn-tts punt-labs/langlearn-tts synthesizesynthesize_batch | 2 | <=2025-11-25 | 63/100 | C |
| 14 | nestjs-mcp-server branch42-labs/nestjs-mcp-server find_similar_lessonsget_course_detailsget_lesson_content+3 | 6 | 2026-07-28+ | 61/100 | C |
| 15 | openstax-mcp-server pythpythpython/openstax-mcp-server generate_jupyter_notebookgenerate_practice_problemsget_module_content+4 | 7 | 2026-07-28+ | 61/100 | C |
| 16 | course-pilot Eric-he-cn/course-pilot artifact_readconcept_searchemit_evidence+5 | 8 | <=2025-11-25 | 59/100 | D |
| 17 | dataflowr-tools dataflowr/dataflowr-tools check_quiz_answerget_course_overviewget_homework+17 | 20 | 2026-07-28+ | 59/100 | D |
| 18 | learn-shell sf-shenfeng/learn-shell add_lessonadhoc_message_sendadhoc_thread_get+18 | 21 | 2026-07-28+ | 59/100 | D |
| 19 | chaoslimba-mcp-server lmdrew96/chaoslimba-mcp-server cl_add_contentcl_add_reading_questioncl_coverage_report+17 | 20 | 2026-07-28+ | 58/100 | D |
| 20 | charla-mcp CenticMurcia/charla-mcp addalarmaconsultar-audiencia+21 | 24 | <=2025-11-25 | 58/100 | D |
| 21 | cli-anything-zotero PiaoyangGuohai1/cli-anything-zotero add_arxivadd_doiadd_url+32 | 35 | 2026-07-28+ | 58/100 | D |
| 22 | RLM-Agent byBasiliosP/RLM-Agent memory_forgetmemory_getmemory_lookup+6 | 9 | <=2025-11-25 | 57/100 | D |
| 23 | youtube-transcript-mcp ergut/youtube-transcript-mcp get_transcript | 1 | 2026-07-28+ | 57/100 | D |
| 24 | MindTrain shigella520/MindTrain apply_knowledge_catalog_importconfirm_training_domaincreate_candidate_question+20 | 23 | 2026-07-28+ | 56/100 | D |
| 25 | TALect tangpanpan23/TALect batch_create_materialsbatch_update_materialscreate_material+10 | 13 | <=2025-11-25 | 56/100 | D |
| 26 | jcr_mcp yosh3289/jcr_mcp get_sync_statussearch_journalsync_database+1 | 4 | <=2025-11-25 | 55/100 | D |
| 27 | learning-hour-mcp SDiamante13/learning-hour-mcp analyze_repositoryanalyze_tech_stackcreate_miro_board+5 | 8 | <=2025-11-25 | 55/100 | D |
| 28 | lets-learn-mcp-python microsoft/lets-learn-mcp-python add_paperadd_repositorycreate_exercise+12 | 15 | 2026-07-28+ | 55/100 | D |
| 29 | pubroot-website buildngrowsv/pubroot-website get_contributor_reputationget_related_workget_review+3 | 6 | <=2025-11-25 | 55/100 | D |
| 30 | arxiver w00jay/arxiver get_paper_detailsget_recent_papersimport_paper+6 | 9 | <=2025-11-25 | 53/100 | D |
| 31 | cant-dict-mcp NewJerseyStyle/cant-dict-mcp dictionary_statslookup_characterlookup_phrase+3 | 6 | 2026-07-28+ | 53/100 | D |
| 32 | book-mcp dinasaur404/book-mcp addGenregetProfilegetRecommendations+1 | 4 | 2026-07-28+ | 52/100 | D |
| 33 | edumcp aieducations/edumcp cancel_taskconfirm_password_resetcreate_child_account+24 | 27 | <=2025-11-25 | 52/100 | D |
| 34 | mcp-practical yosephb/mcp-practical evaluate_answergenerate_questionget_hint+1 | 4 | 2026-07-28+ | 52/100 | D |
| 35 | GP-MCP dkkdark/GP-MCP get_task_answer | 1 | 2026-07-28+ | 51/100 | D |
| 36 | MCP-SERVER-DB annmalavet/MCP-SERVER-DB search_databaseupdate_person | 2 | <=2025-11-25 | 51/100 | D |
| 37 | OverleafMCP mjyoo2/OverleafMCP list_filesparse_sectionspush_section_edit+1 | 4 | 2026-07-28+ | 51/100 | D |
| 38 | agent-zot Claudiusvs/agent-zot fetchsearchzot_daemon_status+6 | 9 | 2026-07-28+ | 51/100 | D |
| 39 | anki-mcp solidSpoon/anki-mcp add-words-batchlist-wordssearch-words | 3 | <=2025-11-25 | 50/100 | D |
| 40 | research-mcp-server ricleedo/research-mcp-server arxiv-get-latex-sourcearxiv-get-paperarxiv-search+11 | 14 | 2026-07-28+ | 50/100 | D |
| 41 | curso-mcp scops/curso-mcp analyze_paper_with_confirmationchiste_de_padrecompare_papers+33 | 36 | 2025-06-18+ | 49/100 | F |
| 42 | expertiza_mcp_server efg/expertiza_mcp_server accept_reviewcreate_reviewget_review+2 | 5 | <=2025-11-25 | 49/100 | F |
| 43 | mcp_testlab jimthompson5802/mcp_testlab addanalyze_sentimentanalyze_situation+2 | 5 | 2025-06-18+ | 49/100 | F |
| 44 | springboot-mcp-server Hywzy/springboot-mcp-server pageInfoqueryListByName | 2 | 2026-07-28+ | 49/100 | F |
| 45 | PaperMate memecrypto/PaperMate add_termarxiv_searchsearxng_search+1 | 4 | <=2025-11-25 | 48/100 | F |
| 46 | class-notes-mcp Charly-bite/class-notes-mcp analyze_textgenerate_noteget_performance_stats+5 | 8 | 2026-07-28+ | 48/100 | F |
| 47 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 48 | AIA-Academic-Illustrator- kaulzeejai/AIA-Academic-Illustrator- generate_schemarender_image | 2 | 2026-07-28+ | 47/100 | F |
| 49 | ExamPrepAgent cardea-mcp/ExamPrepAgent get_random_question | 1 | 2026-07-28+ | 47/100 | F |
| 50 | mcp-pubmed-server hhx465453939/mcp-pubmed-server analyze_paper_batchclear_cachedetect_open_access+6 | 9 | <=2025-11-25 | 47/100 | F |