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322 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | math-tutor-mcp-server bloobglob/math-tutor-mcp-server list_sectionsretrieve_notessolve_math | 3 | 2026-07-28+ | 58/100 | D |
| 52 | mcp-a11y-learning-guide burnworks/mcp-a11y-learning-guide get_wcag_criterionlist_available_topicssearch_accessibility_topic | 3 | 2026-07-28+ |
| 58/100 |
| D |
| 53 | mcp-arxiv-server sairam3824/mcp-arxiv-server compare_papersget_citationsget_paper+5 | 8 | 2026-07-28+ | 58/100 | D |
| 54 | mcp-for-research aringadre76/mcp-for-research citation_managerpaper_analysisresearch_preferences+2 | 5 | 2026-07-28+ | 58/100 | D |
| 55 | mcp-learning willtech3/mcp-learning browse_catalog_appregenerate_catalog | 2 | 2026-07-28+ | 58/100 | D |
| 56 | notebooklm-mcp PleasePrompto/notebooklm-mcp add_notebookadd_sourceask_question+16 | 19 | <=2025-11-25 | 58/100 | D |
| 57 | oj-mcp-server wangicheng/oj-mcp-server get_problem_detailsget_submission_statuslist_my_submissions+2 | 5 | 2026-07-28+ | 58/100 | D |
| 58 | paper-distill-mcp Eclipse-Cj/paper-distill-mcp collect_to_zoterofilter_duplicatesgenerate_digest+4 | 7 | <=2025-11-25 | 58/100 | D |
| 59 | paper-intelligence Strand-AI/paper-intelligence convert_pdfembed_documentget_header_context+5 | 8 | 2026-07-28+ | 58/100 | D |
| 60 | refcheck benchoi93/refcheck get_bibtexsearch_referencesverify_reference | 3 | 2026-07-28+ | 58/100 | D |
| 61 | research-paper-mcp marc-shade/research-paper-mcp analyze_citationsdownload_paperextract_insights+3 | 6 | <=2025-11-25 | 58/100 | D |
| 62 | scix-mcp adsabs/scix-mcp add_documents_by_querycreate_librarydelete_annotation+19 | 22 | 2026-07-28+ | 58/100 | D |
| 63 | smithsonian-mcp-server AlexLin1234/smithsonian-mcp-server get_category_termsget_itemsearch_collection | 3 | 2026-07-28+ | 58/100 | D |
| 64 | test-remote-mcp jaystarz1/test-remote-mcp extract_infogenerate_search_promptsearch_papers | 3 | 2026-07-28+ | 58/100 | D |
| 65 | vocabulary-mcp cdrc1103/vocabulary-mcp add_hanziadd_vocabularybulk_add_vocabulary+1 | 4 | 2026-07-28+ | 58/100 | D |
| 66 | winston-ai-mcp-server gowinston-ai/winston-ai-mcp-server ai-image-detectionai-text-detectionplagiarism-detection+1 | 4 | 2026-07-28+ | 58/100 | D |
| 67 | wol-mcp-server LeomaiaJr/wol-mcp-server wol_browse_publicationswol_get_bible_textwol_get_document+2 | 5 | 2026-07-28+ | 58/100 | D |
| 68 | youtube_transcribe_mcp_server rroos64/youtube_transcribe_mcp_server delete_itemlist_session_itemspin_item+9 | 12 | 2026-07-28+ | 58/100 | D |
| 69 | yt-transcript-dl-mcp jedarden/yt-transcript-dl-mcp clear_cacheformat_transcriptget_bulk_transcripts+4 | 7 | <=2025-11-25 | 58/100 | D |
| 70 | yt-transcript-mcp fucurry00/yt-transcript-mcp extract_framesget_transcriptget_transcript_json+1 | 4 | 2026-07-28+ | 58/100 | D |
| 71 | zotmcp nicsuzor/zotmcp get_document_full_textget_document_metadatasemantic_search | 3 | <=2025-11-25 | 58/100 | D |
| 72 | AI-Powered-PDF-Accessibility AIScientists-Dev/AI-Powered-PDF-Accessibility add_alt_textadd_latex_alt_textadd_latex_preamble+7 | 10 | <=2025-11-25 | 57/100 | D |
| 73 | MCP-TRIVIA Oduo24/MCP-TRIVIA admin_datacalculate_scorecreate_temp_user+10 | 13 | 2026-07-28+ | 57/100 | D |
| 74 | MUSTer_MCP Cosmostima/MUSTer_MCP download_resourceget_all_coursesget_class_schedule+4 | 7 | 2026-07-28+ | 57/100 | D |
| 75 | RLM-Agent byBasiliosP/RLM-Agent memory_forgetmemory_getmemory_lookup+6 | 9 | <=2025-11-25 | 57/100 | D |
| 76 | VidSnatch sahajamit/VidSnatch download_audiodownload_transcriptdownload_video+6 | 9 | <=2025-11-25 | 57/100 | D |
| 77 | archilles kasssandr/archilles compute_annotation_hashdetect_duplicatesexport_bibliography+11 | 14 | <=2025-11-25 | 57/100 | D |
| 78 | canvas-ed-mcp r1ckyIn/canvas-ed-mcp create_threadget_courseget_discussion_threads+13 | 16 | 2026-07-28+ | 57/100 | D |
| 79 | dorar-hadith-mcp ibnsaleem29/dorar-hadith-mcp get_alternate_hadith_sahihget_book_by_idget_books_data+12 | 15 | 2026-07-28+ | 57/100 | D |
| 80 | flibusta-mcp arhangel66/flibusta-mcp flibusta_download_bookflibusta_get_author_seriesflibusta_get_book_details+4 | 7 | 2026-07-28+ | 57/100 | D |
| 81 | gns3-mcp-server Wael-Rd/gns3-mcp-server gns3_close_projectgns3_create_projectgns3_delete_project+8 | 11 | <=2025-11-25 | 57/100 | D |
| 82 | ksj-mcp ChavezAILabs/ksj-mcp assert_connectionassert_entityaudit_knowledge_status+33 | 36 | 2026-07-28+ | 57/100 | D |
| 83 | mcp-books smeet666/mcp-books get_itemsearch_insidesearch_items | 3 | <=2025-11-25 | 57/100 | D |
| 84 | mcp-canvas-lms DMontgomery40/mcp-canvas-lms canvas_create_assignmentcanvas_create_coursecanvas_get_assignment+6 | 9 | 2026-07-28+ | 57/100 | D |
| 85 | mcp-video-analyzer guimatheus92/mcp-video-analyzer analyze_momentanalyze_videoanalyze_videos+5 | 8 | 2026-07-28+ | 57/100 | D |
| 86 | notebooklm-skill jakubs2623/notebooklm-skill nlm_add_sourcenlm_asknlm_create_notebook+9 | 12 | 2026-07-28+ | 57/100 | D |
| 87 | open-notebook-mcp Epochal-dev/open-notebook-mcp ask_questionask_simplecreate_model+20 | 23 | <=2025-11-25 | 57/100 | D |
| 88 | open-paper-machine TobiasBlask/open-paper-machine convert_multiplededuplicate_entriesdetect_duplicates+18 | 21 | 2026-07-28+ | 57/100 | D |
| 89 | openalex-mcp-tool skazo4ny/openalex-mcp-tool get_publication_by_doisearch_openalex_authorssearch_openalex_concepts+1 | 4 | <=2025-11-25 | 57/100 | D |
| 90 | poke-canvas-mcp Shashwatpog/poke-canvas-mcp get_course_assignmentsget_dashboard_cardsget_recent_announcements+3 | 6 | 2026-07-28+ | 57/100 | D |
| 91 | sahay-mcp-server StraightOuttaVellore-Google/sahay-mcp-server analyze_pomodoro_effectivenessanalyze_task_distributionanalyze_user_study_patterns+15 | 18 | 2026-07-28+ | 57/100 | D |
| 92 | vault-search drpwchen/vault-search graph_querytextbook_searchvault_search+2 | 5 | <=2025-11-25 | 57/100 | D |
| 93 | weread-mcp aixiasang/weread-mcp get_book_bookmarksget_book_chaptersget_book_info+11 | 14 | 2026-07-28+ | 57/100 | D |
| 94 | youtube-mcp Prajwal-ak-0/youtube-mcp youtube/get-transcriptyoutube/queryyoutube/search+1 | 4 | 2026-07-28+ | 57/100 | D |
| 95 | youtube-transcript-mcp ergut/youtube-transcript-mcp get_transcript | 1 | 2026-07-28+ | 57/100 | D |
| 96 | zoteus oscardvs/zoteus search_toolszotero_exportzotero_import+1 | 4 | 2025-06-18+ | 57/100 | D |
| 97 | MindTrain shigella520/MindTrain apply_knowledge_catalog_importconfirm_training_domaincreate_candidate_question+20 | 23 | 2026-07-28+ | 56/100 | D |
| 98 | StudyDocs-MCP Deepika-Partha/StudyDocs-MCP list_documentsread_documentsearch_documents | 3 | 2026-07-28+ | 56/100 | D |
| 99 | TALect tangpanpan23/TALect batch_create_materialsbatch_update_materialscreate_material+10 | 13 | <=2025-11-25 | 56/100 | D |
| 100 | academic-mcp LinXueyuanStdio/academic-mcp paper_downloadpaper_readpaper_search | 3 | <=2025-11-25 | 56/100 | D |