io.github.blutrich/podlearn

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Au dernier audit MCP Hub, le serveur MCP « io.github.blutrich/podlearn » est classé « Non encore testé ». Référencé dans l'annuaire. Seul le pentest comportemental fait foi, et il n'a pas encore été exécuté sur ce serveur. Le verdict est réévalué en continu ; consultez la fiche pour l'état à jour.

Méthode : MCP Hub analyse la description de chaque outil (couche 1) et, pour le verdict fort, exécute le serveur dans une micro-VM isolée avec leurres et réseau bloqué (couche 2). On publie des noms et des compteurs, jamais le contenu brut renvoyé par un outil.

Les 25 outils

• browse_episodes≈ 175 tokens

  Open an interactive episode picker (cards with show, title, and status) for the user to pick an episode to read. On hosts that render MCP Apps the grid is clickable; everywhere else a markdown table is returned. Optional query filters by title/host.

  Paramètres, retour & exemple (2)

  Paramètres

  • limit · integer · optionnel
  • query · string · optionnel
    Optional title/host filter

  Exemple d'appel

  {"name": "browse_episodes", "arguments": {"limit": 1, "query": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• generate_lesson≈ 166 tokens

  Generate a structured AI lesson (summary, key takeaways, sections) from a completed transcription. Requires the episode to have transcription_status "completed". Consumes 1 credit, or one unit of subscription quota, on first generation for an episode; subsequent calls return the cached lesson at no cost.

  Paramètres, retour & exemple (1)

  Paramètres

  • episode_id · string · requis

  Exemple d'appel

  {"name": "generate_lesson", "arguments": {"episode_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• generate_linkedin_post≈ 157 tokens

  Turn an already-generated lesson into a LinkedIn-ready share post. Pass lesson_id directly OR episode_id (uses the most recent lesson generated by the caller for that episode). Lesson must exist — chain after generate_lesson if needed.

  Paramètres, retour & exemple (2)

  Paramètres

  • lesson_id · string · optionnel
  • episode_id · string · optionnel

  Exemple d'appel

  {"name": "generate_linkedin_post", "arguments": {"lesson_id": "texte", "episode_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• get_episode_details≈ 187 tokens

  Fetch full metadata for one episode including transcription_status and lesson_generation_status. Tells you whether get_transcription is ready or you need to transcribe first: start_transcription(episode_id) for an in-library episode (inherits its existing show/artwork/feed linkage automatically) or transcribe_url(audio_url, title, feed_id, podcast_name) for a URL not yet in the library.

  Paramètres, retour & exemple (1)

  Paramètres

  • episode_id · string · requis

  Exemple d'appel

  {"name": "get_episode_details", "arguments": {"episode_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• get_episode_usage≈ 130 tokens

  Get the caller's episode-access usage stats — how many episodes they've transcribed/read this billing period.

  Paramètres, retour & exemple (2)

  Paramètres

  • limit · integer · optionnel
  • offset · integer · optionnel

  Exemple d'appel

  {"name": "get_episode_usage", "arguments": {"limit": 1, "offset": 1}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• get_lesson_content≈ 134 tokens

  Fetch the full body of one AI-generated lesson (title, summary, key takeaways, structured sections). Use to retrieve prior synthesis — for creating a NEW one call generate_lesson.

  Paramètres, retour & exemple (1)

  Paramètres

  • lesson_id · string · requis

  Exemple d'appel

  {"name": "get_lesson_content", "arguments": {"lesson_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• get_podcast_details≈ 138 tokens

  Fetch full metadata for one podcast in the PodLearn library, including its episode count. The podcast must already be in the local DB (source=local in search_podcasts results).

  Paramètres, retour & exemple (1)

  Paramètres

  • podcast_id · integer · requis
    Local podcast id

  Exemple d'appel

  {"name": "get_podcast_details", "arguments": {"podcast_id": 1}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• get_saved_items≈ 104 tokens

  List the caller's saved/bookmarked episodes and lessons.

  Paramètres, retour & exemple (2)

  Paramètres

  • limit · integer · optionnel
  • offset · integer · optionnel

  Exemple d'appel

  {"name": "get_saved_items", "arguments": {"limit": 1, "offset": 1}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• get_subscription_status≈ 82 tokens

  Get the caller's subscription plan + active/expired status + period end.

  Paramètres, retour & exemple (0)

  Exemple d'appel

  {"name": "get_subscription_status", "arguments": {}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• get_transcription≈ 256 tokens

  Fetch transcript text for a completed episode. PAGINATED — returns up to 120,000 characters per call (Claude.ai/Desktop caps a tool result at ~150k chars). Most transcripts fit in one call; only very long episodes page. If the response has `has_more: true`, call again with `offset: <next_offset>`. For focused look-up (a topic, quote, timestamp) prefer search_transcription.

  Paramètres, retour & exemple (3)

  Paramètres

  • offset · integer · optionnel
    Character offset to start from (default 0). Use next_offset from a prior page.
  • max_chars · integer · optionnel
    Max characters to return this call (default & max 120000).
  • episode_id · string · requis

  Exemple d'appel

  {"name": "get_transcription", "arguments": {"episode_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• get_transcription_segments≈ 174 tokens

  Fetch timestamped transcript segments. Use when the user wants timestamps — "jump to where they discuss X", chapter boundaries, durations of specific parts.

  Paramètres, retour & exemple (3)

  Paramètres

  • end_time · number · optionnel
    End time in seconds (optional)
  • episode_id · string · requis
  • start_time · number · optionnel
    Start time in seconds (optional)

  Exemple d'appel

  {"name": "get_transcription_segments", "arguments": {"episode_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• get_user_credits≈ 73 tokens

  Get the caller's remaining transcription credits.

  Paramètres, retour & exemple (0)

  Exemple d'appel

  {"name": "get_user_credits", "arguments": {}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• list_episodes≈ 214 tokens

  List episodes already in the local DB for a specific podcast. Requires podcast_id (use search_podcasts first if you only have a name). For cross-podcast search use search_episodes; for canonical PodcastIndex listings use list_feed_episodes.

  Paramètres, retour & exemple (4)

  Paramètres

  • limit · integer · optionnel
  • offset · integer · optionnel
  • status · string · optionnel · completed | processing | failed | not_started
  • podcast_id · integer · requis
    Local podcast_id from search_podcasts

  Exemple d'appel

  {"name": "list_episodes", "arguments": {"podcast_id": 1}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• list_feed_episodes≈ 284 tokens

  Fetch the canonical episode list for a podcast directly from PodcastIndex (the upstream RSS index). NO COST — pure discovery. Each episode is enriched with `in_library`, `episode_id` (if already ingested), and `transcription_status`. For episodes you want to ingest: call transcribe_url(audio_url, title, feed_id, podcast_name) — passing feed_id/podcast_name lands the episode under its real show. For episodes already in_library, use start_transcription(episode_id) instead.

  Paramètres, retour & exemple (4)

  Paramètres

  • max · integer · optionnel
  • since · integer · optionnel
    Unix seconds — published AFTER
  • before · integer · optionnel
    Unix seconds — published BEFORE (pagination)
  • feed_id · string · requis
    PodcastIndex feed_id (the `id` from a search_podcasts result)

  Exemple d'appel

  {"name": "list_feed_episodes", "arguments": {"feed_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• list_lessons≈ 142 tokens

  List the calling user's saved AI-generated lessons.

  Paramètres, retour & exemple (3)

  Paramètres

  • limit · integer · optionnel
  • offset · integer · optionnel
  • episode_id · string · optionnel
    Optional: only lessons for this episode UUID

  Exemple d'appel

  {"name": "list_lessons", "arguments": {"limit": 1, "offset": 1, "episode_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• list_podcasts≈ 166 tokens

  List podcasts already in the PodLearn library, optionally filtered by category. Returns most-recently-added first. For discovery beyond the library use search_podcasts.

  Paramètres, retour & exemple (3)

  Paramètres

  • limit · integer · optionnel
  • offset · integer · optionnel
  • category · string · optionnel
    Filter by category (e.g. "Technology")

  Exemple d'appel

  {"name": "list_podcasts", "arguments": {"limit": 1, "offset": 1, "category": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• remove_saved_item≈ 124 tokens

  Permanently remove a saved/bookmarked episode or lesson from the caller's collection. The saved_item_id comes from get_saved_items.

  Paramètres, retour & exemple (1)

  Paramètres

  • saved_item_id · string · requis

  Exemple d'appel

  {"name": "remove_saved_item", "arguments": {"saved_item_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• save_item≈ 124 tokens

  Bookmark an episode or lesson for the caller.

  Paramètres, retour & exemple (2)

  Paramètres

  • item_id · string · requis
    UUID of the episode or lesson to save
  • item_type · string · requis · episode | lesson

  Exemple d'appel

  {"name": "save_item", "arguments": {"item_id": "texte", "item_type": "episode"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• search_episodes≈ 238 tokens

  Cross-podcast episode search by title/description AND parent podcast name/author. Returns local episodes only — for podcasts discoverable on PodcastIndex that aren't yet ingested, use list_feed_episodes instead. `status: "transcribed"` filters to ready-to-read; `status: "untranscribed"` to available-to-transcribe.

  Paramètres, retour & exemple (4)

  Paramètres

  • limit · integer · optionnel
  • query · string · requis
    Topic, keyword, or host name
  • offset · integer · optionnel
  • status · string · optionnel · transcribed | untranscribed | completed | processing | failed | not_started

  Exemple d'appel

  {"name": "search_episodes", "arguments": {"query": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• search_podcasts≈ 157 tokens

  Search PodLearn library AND PodcastIndex.org (4M+ podcasts) by keyword. Also resolves Spotify/Apple Podcasts URLs. Returns rows tagged with `source: local|podcastindex|spotify`. First move when the user names a podcast/host but you don't have its id.

  Paramètres, retour & exemple (1)

  Paramètres

  • query · string · requis
    Search keywords or a podcast URL

  Exemple d'appel

  {"name": "search_podcasts", "arguments": {"query": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• search_transcription≈ 173 tokens

  Keyword search WITHIN a single episode's transcript. Returns matching chunks with surrounding context. Use instead of get_transcription when the user asked about a specific topic — server does this faster + cheaper on context.

  Paramètres, retour & exemple (2)

  Paramètres

  • query · string · requis
    Topic, phrase, or speaker name
  • episode_id · string · requis

  Exemple d'appel

  {"name": "search_transcription", "arguments": {"query": "texte", "episode_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• search_youtube≈ 192 tokens

  Discover YouTube videos by topic/keyword across all of YouTube. Use when the user wants to learn from a talk/interview/lecture and has no URL — especially when search_podcasts / search_episodes find nothing (much long-form content is YouTube-first). NO COST: pure discovery. Returns rows with a ready-to-transcribe `url`; to ingest one, confirm cost and call transcribe_url(url, title).

  Paramètres, retour & exemple (2)

  Paramètres

  • max · integer · optionnel
  • query · string · requis

  Exemple d'appel

  {"name": "search_youtube", "arguments": {"query": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• start_transcription≈ 179 tokens

  Kick off transcription on an episode ALREADY in the library. Use only when the episode row exists and transcription_status is not "completed". Inherits the episode's existing show, artwork, and feed linkage automatically — no need to pass podcast context. For audio not yet in the library, use transcribe_url. COSTS 1 CREDIT (or subscription quota).

  Paramètres, retour & exemple (1)

  Paramètres

  • episode_id · string · requis

  Exemple d'appel

  {"name": "start_transcription", "arguments": {"episode_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• transcribe_feed≈ 310 tokens

  Bulk/season transcription — kick off transcription for up to `max` (cap 25) not-yet-transcribed episodes of a podcast feed in ONE call. Pass the `feed_id` from search_podcasts / list_feed_episodes. Already-transcribed episodes are skipped free. COSTS 1 credit per newly enqueued episode (or subscription quota) — CONFIRM the cost with the user first. Enqueue-and-poll: returns each enqueued episode_id; poll get_episode_details until transcription_status is "completed".

  Paramètres, retour & exemple (4)

  Paramètres

  • max · integer · optionnel
    Max episodes to enqueue (default 10, cap 25)
  • since · integer · optionnel
    Optional unix-seconds; only episodes published AFTER
  • before · integer · optionnel
    Optional unix-seconds; only episodes published BEFORE (page back)
  • feed_id · string · requis
    PodcastIndex feed id (from a search_podcasts / list_feed_episodes result)

  Exemple d'appel

  {"name": "transcribe_feed", "arguments": {"feed_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• transcribe_url≈ 482 tokens

  Ingest and transcribe an EXTERNAL / arbitrary audio URL — a URL the user pasted, or audio not reachable through the index. Creates a STANDALONE episode row. If the episode is already in the library (it has an episode_id), prefer start_transcription(episode_id) instead — it inherits the episode's existing show, artwork, and feed linkage automatically. Consumes 1 transcription credit, or one unit of subscription quota; the credit is refunded automatically if transcription fails. Pass feed_id / podcast_name when you already know the parent show (e.g. from search_podcasts or list_feed_episodes) so the episode lands under its real show instead of appearing as unidentified "External audio". Returns the new episode_id. Transcription is asynchronous on the fallback path — poll get_episode_details until transcription_status is "completed".

  Paramètres, retour & exemple (6)

  Paramètres

  • title · string · requis
    Episode title — shown in the user's library
  • feed_id · string · optionnel
    Optional: local podcasts.id / PodcastIndex feed id of the parent show, if known. Looked up only — never creates a show.
  • language · string · optionnel
    BCP-47 hint (e.g. "en", "he"). Auto-detect if omitted.
  • audio_url · string · requis
    Direct audio URL (mp3, m4a, or platform URL)
  • podcast_id · integer · optionnel
    Existing parent podcast_id, if any
  • podcast_name · string · optionnel
    Optional: exact parent show title, if known and feed_id is unavailable. Matched only when it resolves to EXACTLY ONE existing show.

  Exemple d'appel

  {"name": "transcribe_url", "arguments": {"title": "texte", "audio_url": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

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Source

https://podlearn.ai/mcp