Loading ToolBench
76 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 | YouTubeMCPServer robalexclark/YouTubeMCPServer RetrieveYoutubeTranscript |
| 1 |
| <=2025-11-25 |
| 49/100 |
| F |
| 3 | yolo-ffmpeg-mcp StigLau/yolo-ffmpeg-mcp create_analysis_comparisoncreate_music_videocreate_side_by_side_comparison+14 | 17 | <=2025-11-25 | 49/100 | F |
| 4 | youtube-vision-transcriber lucidprogrammer/youtube-vision-transcriber prepare_youtube_videotranscribe_video_file | 2 | <=2025-11-25 | 49/100 | F |
| 5 | MCP-YouTube-Transcribe JackHP/MCP-YouTube-Transcribe get_youtube_transcript | 1 | <=2025-11-25 | 48/100 | F |
| 6 | mcp-server socialneuron/mcp-server check_statuscreate_autopilot_configdelete_content_plan+22 | 25 | 2025-06-18+ | 48/100 | F |
| 7 | mcp-server-yt-dlp-transcript ril3y/mcp-server-yt-dlp-transcript get_transcriptget_video_info | 2 | 2026-07-28+ | 48/100 | F |
| 8 | yt-mcp-server SnehaSJagadal/yt-mcp-server fetch_instructionsfetch_video_transcript | 2 | 2026-07-28+ | 48/100 | F |
| 9 | Youtube-MCP IA-Programming/Youtube-MCP get-transcriptsearch-transcriptssearch-youtube+1 | 4 | <=2025-11-25 | 47/100 | F |
| 10 | 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 |
| 11 | mcp-video-digest R-lz/mcp-video-digest get_video_content | 1 | 2026-07-28+ | 47/100 | F |
| 12 | mcp_youtube_dlp yorickchan/mcp_youtube_dlp download_youtube_audiodownload_youtube_videoget_current_download_path | 3 | 2026-07-28+ | 47/100 | F |
| 13 | Trends-MCP rugvedp/Trends-MCP get_comments_ytget_this_weeks_reels_trendsget_yt_trending_by_region+3 | 6 | 2026-07-28+ | 46/100 | F |
| 14 | adk-mcp-gemma3 arjunprabhulal/adk-mcp-gemma3 search_youtube | 1 | 2026-07-28+ | 46/100 | F |
| 15 | lennys-quotes bluzername/lennys-quotes data_statusget_episodelist_guests+3 | 6 | 2026-07-28+ | 46/100 | F |
| 16 | openquok-monorepo Ratimon/openquok-monorepo schedulePostTooltriggerTool | 2 | 2025-06-18+ | 46/100 | F |
| 17 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 18 | youtube-music-mcp-server mondweep/youtube-music-mcp-server play_song | 1 | 2026-07-28+ | 46/100 | F |
| 19 | youtube-transcript-mcp mybuddymichael/youtube-transcript-mcp get-transcript | 1 | 2026-07-28+ | 46/100 | F |
| 20 | yt-mcp-server kdr/yt-mcp-server get_normalized_urlget_thumbnail_urlget_watch_url | 3 | 2026-07-28+ | 46/100 | F |
| 21 | Youtube-Vision-MCP minbang930/Youtube-Vision-MCP ask_about_youtube_videoextract_key_momentslist_supported_models+1 | 4 | 2026-07-28+ | 45/100 | F |
| 22 | chatvideo-yucut laozuzhen/chatvideo-yucut browser_closebrowser_navigatebrowser_screenshot+4 | 7 | <=2025-11-25 | 45/100 | F |
| 23 | youtube-transcript-mcp chrislee973/youtube-transcript-mcp get_transcriptget_transcript_sectionget_video_info+1 | 4 | 2026-07-28+ | 45/100 | F |
| 24 | 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 |
| 25 | anything-to-notebooklm joeseesun/anything-to-notebooklm get_doc_inforead_feishu_doc | 2 | <=2025-11-25 | 44/100 | F |
| 26 | youtube-downloader-mcp-server SamuelBFavarin/youtube-downloader-mcp-server check_download_statusdownload_youtube_video | 2 | 2026-07-28+ | 44/100 | F |
| 27 | youtube-mcp-server PrajwalPrashanth/youtube-mcp-server get_youtube_transcript | 1 | 2026-07-28+ | 44/100 | F |
| 28 | youtube-video-summarizer-mcp nabid-pf/youtube-video-summarizer-mcp get-video-info-for-summary-from-url | 1 | 2026-07-28+ | 44/100 | F |
| 29 | 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 |
| 30 | mcp_transcribe_online_vids shivvor2/mcp_transcribe_online_vids get_bilibili_transcriptget_youtube_transcript | 2 | <=2025-11-25 | 43/100 | F |
| 31 | music-distro ExpertVagabond/music-distro distro_add_trackdistro_auth_soundclouddistro_auth_status+9 | 12 | <=2025-11-25 | 43/100 | F |
| 32 | youtube-free-deep-research-cli usemanusai/youtube-free-deep-research-cli background_service_startbackground_service_statusbackground_service_stop+19 | 22 | 2026-07-28+ | 43/100 | F |
| 33 | youtube-transcript-mcp lucasliet/youtube-transcript-mcp transcript_yt | 1 | <=2025-11-25 | 43/100 | F |
| 34 | youtube-transcript-mcp SeanPedersen/youtube-transcript-mcp transcribe | 1 | 2026-07-28+ | 43/100 | F |
| 35 | youtube_mcp_server krillinkills/youtube_mcp_server get_top_videos | 1 | <=2025-11-25 | 43/100 | F |
| 36 | ytrnscrpt-mcp-server index01d/ytrnscrpt-mcp-server get-transcript | 1 | 2026-07-28+ | 43/100 | F |
| 37 | biliscribe mcp-server-summary/biliscribe bili_scribe | 1 | 2026-07-28+ | 42/100 | F |
| 38 | llm-jukebox jabberjabberjabber/llm-jukebox cleanup_librarydownload_songlist_library+3 | 6 | <=2025-11-25 | 42/100 | F |
| 39 | biznagafest-mcp 0GiS0/biznagafest-mcp generate_video_titlesearch_channelsearch_video | 3 | <=2025-11-25 | 41/100 | F |
| 40 | mcp-client-and-server shivamangina/mcp-client-and-server add_to_sheetcreate_sheetgenerate_audio+3 | 6 | 2026-07-28+ | 41/100 | F |
| 41 | mcp-youtube sparfenyuk/mcp-youtube DownloadClosedCaptions | 1 | <=2025-11-25 | 41/100 | F |
| 42 | youtube-knowledge-mcp teobouancheau/youtube-knowledge-mcp ask_brainbuild_braincheck_health+41 | 44 | 2025-06-18+ | 41/100 | F |
| 43 | mcp-github-copilot heblasco/mcp-github-copilot get-youtube-channelsearchVideo | 2 | 2026-07-28+ | 40/100 | F |
| 44 | meme_generator_mcp_server janakmandavgade/meme_generator_mcp_server addcreateVideodownload_random_meme | 3 | 2026-07-28+ | 40/100 | F |
| 45 | youtubeinsights-mcp-server dabidstudio/youtubeinsights-mcp-server get_channel_infoget_youtube_transcriptsearch_youtube_videos | 3 | 2026-07-28+ | 39/100 | F |
| 46 | go_mcp_server_youtube_search hightemp/go_mcp_server_youtube_search youtube_get_subtitlesyoutube_get_video_infoyoutube_search | 3 | 2026-07-28+ | 38/100 | F |
| 47 | mcp-server-azure-function 0GiS0/mcp-server-azure-function get_youtube_channelsearch_youtube_video | 2 | <=2025-11-25 | 38/100 | F |
| 48 | precis-mcp retospect/precis-mcp deleteeditget+5 | 8 | 2026-07-28+ | 38/100 | F |
| 49 | youtube-mcp serkanh/youtube-mcp get_transcriptget_transcript_with_timestamps | 2 | <=2025-11-25 | 38/100 | F |
| 50 | youtube-subtitles-mcp setkyar/youtube-subtitles-mcp download_subtitlesget_video_infolist_subtitle_languages | 3 | <=2025-11-25 | 38/100 | F |