Loading ToolBench
36 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | transcriptor-mcp samson-art/transcriptor-mcp get_available_subtitlesget_chaptersget_raw_subtitles+5 | 8 | 2025-06-18+ | 67/100 |
| 2 | YT_Trans_MCP earl562/YT_Trans_MCP add_youtube_videoclear_all_videosget_video_transcript+4 | 7 | 2026-07-28+ | 66/100 | C |
| 3 | orchid-youtube-mcp pablitxn/orchid-youtube-mcp delete_videoget_ingestion_statusget_sources+3 | 6 | 2026-07-28+ | 66/100 | C |
| 4 | chatterbox-mcp anand-92/chatterbox-mcp clone_voice_from_youtubedelete_voicegenerate_conversation+3 | 6 | 2026-07-28+ | 62/100 | C |
| 5 | mcp-eval lastmile-ai/mcp-eval fda_drug_lookupget_current_timeget_greeting+10 | 13 | 2026-07-28+ | 61/100 | C |
| 6 | video-transcript-mcp marc-shade/video-transcript-mcp analyze_speakersclean_transcriptextract_concepts+3 | 6 | <=2025-11-25 | 61/100 | C |
| 7 | prism-insight dragon1086/prism-insight append_insightconvert_timecreate_table+10 | 13 | <=2025-11-25 | 59/100 | D |
| 8 | elevenlabs-scribe-transcriber shuntagami/elevenlabs-scribe-transcriber transcribe-audio | 1 | 2026-07-28+ | 58/100 | D |
| 9 | yt-transcript-dl-mcp jedarden/yt-transcript-dl-mcp clear_cacheformat_transcriptget_bulk_transcripts+4 | 7 | <=2025-11-25 | 58/100 | D |
| 10 | media-mcp woosal1337/media-mcp add_filter_ruleadd_user_to_monitorcheck_follow_relationship+28 | 31 | 2026-07-28+ | 56/100 | D |
| 11 | deeplook OSOJDJD/deeplook lookupresearch | 2 | <=2025-11-25 | 55/100 | D |
| 12 | mcp-youtube-transcript sinco-lab/mcp-youtube-transcript get_available_languagesget_timed_transcriptget_transcript+2 | 5 | 2026-07-28+ | 55/100 | D |
| 13 | psibot DmacMcgreg/psibot agent_memory_appendagent_memory_listagent_memory_read+10 | 13 | <=2025-11-25 | 55/100 | D |
| 14 | youtube-summarizer-mcp yongkangc/youtube-summarizer-mcp analyze_transcriptextract_video_id_toolget_transcript+5 | 8 | <=2025-11-25 | 55/100 | D |
| 15 | mcp-podcast-scraper walid-koleilat/mcp-podcast-scraper add_trackingcheck_new_episodesget_summary_prompt+7 | 10 | 2026-07-28+ | 53/100 | D |
| 16 | x-reader runesleo/x-reader detect_platformlist_inboxread_batch+1 | 4 | 2026-07-28+ | 53/100 | D |
| 17 | socialia ywatanabe1989/socialia analytics_pageviewsanalytics_realtimeanalytics_sources+7 | 10 | 2026-07-28+ | 52/100 | D |
| 18 | socialia scitex-ai/socialia analytics_pageviewsanalytics_realtimeanalytics_sources+7 | 10 | 2026-07-28+ | 52/100 | D |
| 19 | Youtube-MCP IA-Programming/Youtube-MCP get-transcriptsearch-transcriptssearch-youtube+1 | 4 | <=2025-11-25 | 47/100 | F |
| 20 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 21 | academia_mcp IlyaGusev/academia_mcp anthology_searcharxiv_downloadarxiv_search+25 | 28 | 2026-07-28+ | 46/100 | F |
| 22 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 23 | aio-mcp athapong/aio-mcp maps_directionsmaps_geocodingmaps_location_search+3 | 6 | <=2025-11-25 | 45/100 | F |
| 24 | chatvideo-yucut laozuzhen/chatvideo-yucut browser_closebrowser_navigatebrowser_screenshot+4 | 7 | <=2025-11-25 | 45/100 | F |
| 25 | 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 |
| 26 | Zen-Citizen-mcp-server itismohan08/Zen-Citizen-mcp-server get-fruit-detailsresearch-government-querysearch-all+3 | 6 | 2025-06-18+ | 39/100 | F |
| 27 | precis-mcp retospect/precis-mcp deleteeditget+5 | 8 | 2026-07-28+ | 38/100 | F |
| 28 | adk-gas tanaikech/adk-gas add_label_to_Gmailanalytics_admin_accountSummaries_listanalytics_admin_properties_get+18 | 21 | 2026-07-28+ | 32/100 | F |
| 29 | scopegate alifanov/scopegate ahrefs_get_dataairtable_create_recordairtable_list_records+42 | 45 | 2026-07-28+ | 31/100 | F |
| 30 | luna-chatbot-backend Satharva2004/luna-chatbot-backend convertSpeechToTextcreateFeedbackcreateUser+26 | 29 | 2026-07-28+ | 29/100 | F |
| 31 | swift-patterns-mcp efremidze/swift-patterns-mcp enable_sourceget_patreon_patternsget_swift_pattern+3 | 6 | <=2025-11-25 | 19/100 | F |
| 32 | anysite-mcp-server anysiteio/anysite-mcp-server crm_*discoverexecute+3 | 6 | 2026-07-28+ | 17/100 | F |
| 33 | transcript-mcp-claude monthop-gmail/transcript-mcp-claude | 0 | <=2025-11-25 | 16/100 | F |
| 34 | CognivAgent costiash/CognivAgent approve_mergeask_about_graphbootstrap_kg_project+14 | 17 | 2026-07-28+ | 11/100 | F |
| 35 | github-copilot-sdk-demos 0GiS0/github-copilot-sdk-demos get_utc_dateget_youtube_feedlist_active_sessions+1 | 4 | 2026-07-28+ | 8/100 | F |
| 36 | mcp_connectors Hari-Krishnan-06/mcp_connectors get_channel_detailsget_linkedin_profileget_linkedin_profile_picture+14 | 17 | 2026-07-28+ | 8/100 | F |