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530 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Academic-Research-MCP-Suite sercantas/Academic-Research-MCP-Suite generaterefinerun | 3 | 2025-06-18+ | 49/100 | F |
| 2 | Agent-Scrivener Keerthivasan-Venkitajalam/Agent-Scrivener extract_contentformat_citationget_page_metadata+2 | 5 | <=2025-11-25 |
| 49/100 |
| F |
| 3 | Arxiv-MCP emi-dm/Arxiv-MCP analyze_trendsdownload_paperget_paper_details+1 | 4 | <=2025-11-25 | 49/100 | F |
| 4 | Canvas-MCP AdityaPrakash-26/Canvas-MCP get_course_announcementsget_course_assignmentsget_course_calendar_events+7 | 10 | <=2025-11-25 | 49/100 | F |
| 5 | Copilot-MCP-Server-Learn ven0482/Copilot-MCP-Server-Learn get_activitiessignup_for_activityunregister_from_activity | 3 | 2026-07-28+ | 49/100 | F |
| 6 | TySVA Maurellone/TySVA deepsearch_tooldocumentation_search_tool | 2 | 2026-07-28+ | 49/100 | F |
| 7 | YouTubeMCPServer robalexclark/YouTubeMCPServer RetrieveYoutubeTranscript | 1 | <=2025-11-25 | 49/100 | F |
| 8 | arxiv-deep-research freyzo/arxiv-deep-research download_paperlist_papersread_paper+1 | 4 | <=2025-11-25 | 49/100 | F |
| 9 | cml-mcp xorrkaz/cml-mcp configure_nodecreate_annotationcreate_group+36 | 39 | <=2025-11-25 | 49/100 | F |
| 10 | curso-mcp scops/curso-mcp analyze_paper_with_confirmationchiste_de_padrecompare_papers+33 | 36 | 2025-06-18+ | 49/100 | F |
| 11 | expertiza_mcp_server efg/expertiza_mcp_server accept_reviewcreate_reviewget_review+2 | 5 | <=2025-11-25 | 49/100 | F |
| 12 | matchmaker EOSC-Data-Commons/matchmaker get_dataset_filesget_task_resultget_tool_config+5 | 8 | 2026-07-28+ | 49/100 | F |
| 13 | mcp-otzaria-server Sivan22/mcp-otzaria-server full_text_search | 1 | <=2025-11-25 | 49/100 | F |
| 14 | mcp-server-jsxgraph dxd214/mcp-server-jsxgraph generate_conic_sectiongenerate_equation_systemgenerate_exponential_logarithm+11 | 14 | 2026-07-28+ | 49/100 | F |
| 15 | mcp-server-weread Rodinian/mcp-server-weread clean_cacheget_book_best_reviewsget_book_notes_and_highlights+3 | 6 | 2026-07-28+ | 49/100 | F |
| 16 | mcp_testlab jimthompson5802/mcp_testlab addanalyze_sentimentanalyze_situation+2 | 5 | 2025-06-18+ | 49/100 | F |
| 17 | mcp_training hadro/mcp_training format_searchgenerate_search_promptget_item_details+3 | 6 | 2026-07-28+ | 49/100 | F |
| 18 | mochi-flashcards-mcp-server d42me/mochi-flashcards-mcp-server mochi_create_cardmochi_delete_cardmochi_get_card+2 | 5 | 2026-07-28+ | 49/100 | F |
| 19 | multi-agent-mcp pengfeiyu112/multi-agent-mcp calculatelist_supported_formatsparse_document+3 | 6 | <=2025-11-25 | 49/100 | F |
| 20 | music21-mcp-server kokoye2007/music21-mcp-server chord_analysiscounterpoint_generatordelete_score+2 | 5 | 2026-07-28+ | 49/100 | F |
| 21 | nlobby-mcp minagishl/nlobby-mcp debug_connectiondownload_news_attachmentfinish_exam_day_mode+25 | 28 | <=2025-11-25 | 49/100 | F |
| 22 | notebooklm-mcp-server alexjiaguo/notebooklm-mcp-server add_source_textadd_source_urlchat_ask+3 | 6 | 2026-07-28+ | 49/100 | F |
| 23 | notebooklm-mcp-structured paolodalprato/notebooklm-mcp-structured add_notebookask_questioncleanup_data+13 | 16 | 2026-07-28+ | 49/100 | F |
| 24 | ns-mcp tHeMaskedMan981/ns-mcp get_todays_eventsget_upcoming_eventsregister_for_event+2 | 5 | 2026-07-28+ | 49/100 | F |
| 25 | nuces-flex-MCP ahtishamdilawar/nuces-flex-MCP check_login_statusget_attendanceget_courses+5 | 8 | 2026-07-28+ | 49/100 | F |
| 26 | scholar_mcp_server Seelly/scholar_mcp_server getScholarPapersearchScholarPapers | 2 | <=2025-11-25 | 49/100 | F |
| 27 | sky-culture-mcp nishanthabimanyu/sky-culture-mcp convert_culture_to_coordinatesconvert_dategenerate_stellarium_script+5 | 8 | <=2025-11-25 | 49/100 | F |
| 28 | springboot-mcp-server Hywzy/springboot-mcp-server pageInfoqueryListByName | 2 | 2026-07-28+ | 49/100 | F |
| 29 | LitLens strivn/LitLens continue_searchfetch_resultssearch_papers | 3 | <=2025-11-25 | 48/100 | F |
| 30 | MCP-YouTube-Transcribe JackHP/MCP-YouTube-Transcribe get_youtube_transcript | 1 | <=2025-11-25 | 48/100 | F |
| 31 | MCP-for-Research-paper KaxitPandya/MCP-for-Research-paper analyze_papersask_paperscompare_papers+8 | 11 | <=2025-11-25 | 48/100 | F |
| 32 | MCP-for-VuFind jaohbib/MCP-for-VuFind frontend_linkfrontend_link__articleget_availability+2 | 5 | <=2025-11-25 | 48/100 | F |
| 33 | PaperMate memecrypto/PaperMate add_termarxiv_searchsearxng_search+1 | 4 | <=2025-11-25 | 48/100 | F |
| 34 | aippt-mcp iguangyu/aippt-mcp create_outlinecreate_outline_by_doccreate_ppt_by_outline+3 | 6 | 2026-07-28+ | 48/100 | F |
| 35 | anki-connect-mcp spacholski1225/anki-connect-mcp add_noteadd_notesadd_tags+46 | 49 | 2026-07-28+ | 48/100 | F |
| 36 | anki-mcp arielbk/anki-mcp answer_cardscheck_card_suspendedcheck_cards_due+10 | 13 | <=2025-11-25 | 48/100 | F |
| 37 | class-notes-mcp Charly-bite/class-notes-mcp analyze_textgenerate_noteget_performance_stats+5 | 8 | 2026-07-28+ | 48/100 | F |
| 38 | cyberedu-mcp CyberEDU-Cyber-Range/cyberedu-mcp cyberedu_clear_sessioncyberedu_download_filecyberedu_extend_service+17 | 20 | 2026-07-28+ | 48/100 | F |
| 39 | d2l-mcp-server bencered/d2l-mcp-server download_fileget_announcementsget_assignment+9 | 12 | 2026-07-28+ | 48/100 | F |
| 40 | doggybee_mcp-server-leetcode lwsinclair/doggybee_mcp-server-leetcode get-contest-detailsget-daily-challengeget-problem+4 | 7 | 2026-07-28+ | 48/100 | F |
| 41 | emeritus-mcp Emeritus-China/emeritus-mcp activate_tag_groupassign_user_tagcreate_tag_group+14 | 17 | <=2025-11-25 | 48/100 | F |
| 42 | geogebra-mcp-server YZDame/geogebra-mcp-server echoperformance_benchmarkperformance_clear_metrics+5 | 8 | <=2025-11-25 | 48/100 | F |
| 43 | latex-mcp-server Yeok-c/latex-mcp-server compile_latexdownload_bibliographyextract_bibliography+6 | 9 | 2026-07-28+ | 48/100 | F |
| 44 | lit-mcp gauravfs-14/lit-mcp arxiv_searchdblp_search | 2 | 2026-07-28+ | 48/100 | F |
| 45 | mcp-coding-test-reminder grilled-swampert/mcp-coding-test-reminder add_contest_to_calendardelete_calendar_eventfetch_contests+2 | 5 | 2026-07-28+ | 48/100 | F |
| 46 | mcp-for-udir trymhaak/mcp-for-udir fetch_resourceget_by_idsearch_resources | 3 | <=2025-11-25 | 48/100 | F |
| 47 | mcp-git-course gdkrmr/mcp-git-course clear_git_course_stateget_git_course_statusnext_git_course_step+2 | 5 | 2026-07-28+ | 48/100 | F |
| 48 | mcp-notebooks ShathisKannan19/mcp-notebooks extract_infosearch_papers | 2 | 2026-07-28+ | 48/100 | F |
| 49 | mcp-server-maimemo A11Might/mcp-server-maimemo create_interpretationcreate_notecreate_notepad+15 | 18 | 2026-07-28+ | 48/100 | F |
| 50 | mcp-server-yt-dlp-transcript ril3y/mcp-server-yt-dlp-transcript get_transcriptget_video_info | 2 | 2026-07-28+ | 48/100 | F |