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136 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | 2025_python-mcp-agent glassesholder/2025_python-mcp-agent get_channel_infoget_youtube_transcriptsearch_youtube_videos | 3 | 2026-07-28+ | 49/100 | F |
| 2 | ServerMCP CiudadAlex/ServerMCP ask_wikipediaask_wikipedia_short_answercomplete_task+9 | 12 | 2026-07-28+ |
| 49/100 |
| F |
| 3 | Simple-MCP karar-hayder/Simple-MCP click_mousecreate_filecreate_folder+26 | 29 | <=2025-11-25 | 49/100 | F |
| 4 | YouTubeMCPServer robalexclark/YouTubeMCPServer RetrieveYoutubeTranscript | 1 | <=2025-11-25 | 49/100 | F |
| 5 | crawl-mcp sruckh/crawl-mcp crawl_urlextract_structured_dataextract_youtube_transcript+4 | 7 | <=2025-11-25 | 49/100 | F |
| 6 | crawl-mcp walksoda/crawl-mcp batch_crawlbatch_extract_youtube_transcriptsbatch_search_google+17 | 20 | 2026-07-28+ | 49/100 | F |
| 7 | javis-os blogminhquy/javis-os javis_read_file | 1 | 2026-07-28+ | 49/100 | F |
| 8 | smartest-tv inquisitive-genusvedalia144/smartest-tv tv_casttv_nexttv_play+4 | 7 | 2026-07-28+ | 49/100 | F |
| 9 | swarmvault swarmclawai/swarmvault blast_radiusfind_graph_cyclesgraph_diff+3 | 6 | 2026-07-28+ | 49/100 | F |
| 10 | yolo-ffmpeg-mcp StigLau/yolo-ffmpeg-mcp create_analysis_comparisoncreate_music_videocreate_side_by_side_comparison+14 | 17 | <=2025-11-25 | 49/100 | F |
| 11 | youtube-vision-transcriber lucidprogrammer/youtube-vision-transcriber prepare_youtube_videotranscribe_video_file | 2 | <=2025-11-25 | 49/100 | F |
| 12 | Langchain-Chatchat Kestrong/Langchain-Chatchat built_in_toolschat_routerchild_tools+5 | 8 | <=2025-11-25 | 48/100 | F |
| 13 | MCP-YouTube-Transcribe JackHP/MCP-YouTube-Transcribe get_youtube_transcript | 1 | <=2025-11-25 | 48/100 | F |
| 14 | mcp-server socialneuron/mcp-server check_statuscreate_autopilot_configdelete_content_plan+22 | 25 | 2025-06-18+ | 48/100 | F |
| 15 | mcp-server-yt-dlp-transcript ril3y/mcp-server-yt-dlp-transcript get_transcriptget_video_info | 2 | 2026-07-28+ | 48/100 | F |
| 16 | youtube-obsidian-mcp mohsinkhadim59/youtube-obsidian-mcp process_youtube_lecture | 1 | 2026-07-28+ | 48/100 | F |
| 17 | yt-mcp-server SnehaSJagadal/yt-mcp-server fetch_instructionsfetch_video_transcript | 2 | 2026-07-28+ | 48/100 | F |
| 18 | Memwyre memwyreai/Memwyre delete_memorygenerate_promptget_all_tags+7 | 10 | 2026-07-28+ | 47/100 | F |
| 19 | Youtube-MCP IA-Programming/Youtube-MCP get-transcriptsearch-transcriptssearch-youtube+1 | 4 | <=2025-11-25 | 47/100 | F |
| 20 | get-youtube-video-transcript-mcp Mizstik/get-youtube-video-transcript-mcp get-youtube-video-commentsget-youtube-video-title-onlyget-youtube-video-transcript-and-title | 3 | 2026-07-28+ | 47/100 | F |
| 21 | mcp-video-digest R-lz/mcp-video-digest get_video_content | 1 | 2026-07-28+ | 47/100 | F |
| 22 | mcp_youtube_dlp yorickchan/mcp_youtube_dlp download_youtube_audiodownload_youtube_videoget_current_download_path | 3 | 2026-07-28+ | 47/100 | F |
| 23 | noapi-google-search-mcp VincentKaufmann/noapi-google-search-mcp check_feedsextract_video_clipget_feed_items+25 | 28 | 2026-07-28+ | 47/100 | F |
| 24 | puch-tool Pranav910/puch-tool aboutcreate_taskdelete_task+4 | 7 | 2026-07-28+ | 47/100 | F |
| 25 | First-MCP banzom-fc/First-MCP FreeCodeCamp News Fetcheradddivide+11 | 14 | 2026-07-28+ | 46/100 | F |
| 26 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 27 | Trends-MCP rugvedp/Trends-MCP get_comments_ytget_this_weeks_reels_trendsget_yt_trending_by_region+3 | 6 | 2026-07-28+ | 46/100 | F |
| 28 | academia_mcp IlyaGusev/academia_mcp anthology_searcharxiv_downloadarxiv_search+25 | 28 | 2026-07-28+ | 46/100 | F |
| 29 | adk-mcp-gemma3 arjunprabhulal/adk-mcp-gemma3 search_youtube | 1 | 2026-07-28+ | 46/100 | F |
| 30 | lennys-quotes bluzername/lennys-quotes data_statusget_episodelist_guests+3 | 6 | 2026-07-28+ | 46/100 | F |
| 31 | openquok-monorepo Ratimon/openquok-monorepo schedulePostTooltriggerTool | 2 | 2025-06-18+ | 46/100 | F |
| 32 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 33 | youtube-music-mcp-server mondweep/youtube-music-mcp-server play_song | 1 | 2026-07-28+ | 46/100 | F |
| 34 | youtube-transcript-mcp mybuddymichael/youtube-transcript-mcp get-transcript | 1 | 2026-07-28+ | 46/100 | F |
| 35 | yt-mcp-server kdr/yt-mcp-server get_normalized_urlget_thumbnail_urlget_watch_url | 3 | 2026-07-28+ | 46/100 | F |
| 36 | Youtube-Vision-MCP minbang930/Youtube-Vision-MCP ask_about_youtube_videoextract_key_momentslist_supported_models+1 | 4 | 2026-07-28+ | 45/100 | F |
| 37 | aio-mcp athapong/aio-mcp maps_directionsmaps_geocodingmaps_location_search+3 | 6 | <=2025-11-25 | 45/100 | F |
| 38 | chatvideo-yucut laozuzhen/chatvideo-yucut browser_closebrowser_navigatebrowser_screenshot+4 | 7 | <=2025-11-25 | 45/100 | F |
| 39 | deep-research-mcp Hajime-Y/deep-research-mcp archive_searchdeep_researchfind+7 | 10 | <=2025-11-25 | 45/100 | F |
| 40 | infio-copilot infiolab/infio-copilot COMPOSIO_SEARCH_DUCK_DUCK_GO_SEARCHCOMPOSIO_SEARCH_EVENT_SEARCHCOMPOSIO_SEARCH_EXA_SIMILARLINK+22 | 25 | 2026-07-28+ | 45/100 | F |
| 41 | youtube-transcript-mcp chrislee973/youtube-transcript-mcp get_transcriptget_transcript_sectionget_video_info+1 | 4 | 2026-07-28+ | 45/100 | F |
| 42 | Companian Aaaabhinav/Companian createWordDocumentfileOperationsplayYouTubeVideo+1 | 4 | 2026-07-28+ | 44/100 | F |
| 43 | MCP-latest-subscribed-youtube-videos ryanrflores/MCP-latest-subscribed-youtube-videos get_channel_videosget_latest_youtube_videosget_subscribed_channels | 3 | 2026-07-28+ | 44/100 | F |
| 44 | anything-to-notebooklm joeseesun/anything-to-notebooklm get_doc_inforead_feishu_doc | 2 | <=2025-11-25 | 44/100 | F |
| 45 | youtube-downloader-mcp-server SamuelBFavarin/youtube-downloader-mcp-server check_download_statusdownload_youtube_video | 2 | 2026-07-28+ | 44/100 | F |
| 46 | youtube-mcp-server PrajwalPrashanth/youtube-mcp-server get_youtube_transcript | 1 | 2026-07-28+ | 44/100 | F |
| 47 | youtube-video-summarizer-mcp nabid-pf/youtube-video-summarizer-mcp get-video-info-for-summary-from-url | 1 | 2026-07-28+ | 44/100 | F |
| 48 | Rini-MCP-server mori-mmmm/Rini-MCP-server rini_code_generationrini_create_and_execute_mcp_serverrini_get_all_from_url+9 | 12 | <=2025-11-25 | 43/100 | F |
| 49 | markdownify-mcp-http-server anis-marrouchi/markdownify-mcp-http-server audio-to-markdownbing-search-to-markdowndocx-to-markdown+10 | 13 | 2026-07-28+ | 43/100 | F |
| 50 | mcp_transcribe_online_vids shivvor2/mcp_transcribe_online_vids get_bilibili_transcriptget_youtube_transcript | 2 | <=2025-11-25 | 43/100 | F |