• TEXT
  • SOCIAL
  • NOTES
  • HUMAN

How to repurpose podcast audio with your AI

Connect your audio source once. From there, your AI handles the heavy lifting of turning speech into written content.

Ask AI about this page

Short answer

How can I turn my podcast audio into social posts?

You give your AI a link to your audio or video, and it generates transcripts and formatted content like show notes or social media drafts. You get a full suite of written assets ready for review.

Content outcomes

Where your content lands.

The AI processes the raw audio and organizes the output into these specific formats.

TEXT

Clean transcripts

The AI converts the audio into a text file. You get a readable version of everything said in the episode.

SOCIAL

Social media drafts

The AI pulls out the best quotes and hooks. You get ready-to-post text for your various channels.

NOTES

Formatted show notes

The AI summarizes the main points and timestamps. You get a structured outline for your episode descriptions.

HUMAN

Final polish

The AI provides the raw drafts. You step in to add your personal voice and fact-check the details.

The workflow

What your AI does when the audio arrives.

The AI moves from raw sound to structured text using two specific operations.

  1. Transcribe the audio

    The AI takes your URL and converts the spoken words into a text document.

    create_new_transcript

  2. Extract content

    The AI scans the text to find the most important segments and summaries.

    get_magic_content

  3. Draft social posts

    The AI uses the extracted insights to write short-form posts for your feeds.

    get_magic_content

  4. Generate show notes

    The AI organizes the transcript into a structured summary for your listeners.

    get_magic_content

Try it

Copy these to start.

Paste these directly into your chat to begin.

Starting points

These are basic commands. Swap out the bracketed text with your specific needs.

Castmagic Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_lJHbJkV4UxUTOf3y36ddvh9U3fVSWwavjbVfJTI0/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Castmagic capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "castmagic-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_lJHbJkV4UxUTOf3y36ddvh9U3fVSWwavjbVfJTI0/mcp"
    }
  }
}
Copy into chat04

  • Create a transcript for this podcast URL: [URL]

  • Using the transcript from [URL], write three LinkedIn posts.

  • Summarize the main topics from this audio: [URL]

  • Turn this transcript into a set of show notes with timestamps: [URL]

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Castmagic once, then ask.

Follow the link to link your account. Your credentials stay encrypted, and you can start chatting with your audio immediately.

Connect Castmagic to your AI

FAQ

How this task behaves.

  • 01

    Can the AI edit the audio file itself?

    No. The AI only works with the text derived from the audio.

  • 02

    Does the AI automatically post to my social media?

    No. The AI generates the text drafts, but you must manually post them to your accounts.

  • 03

    Can I provide a YouTube link?

    Yes, as long as the URL points to a valid audio or video source.

  • 04

    Will the AI delete my original podcast files?

    No. The AI only reads the content to create new text assets.

  • 05

    Can the AI change the speaker's names in the transcript?

    No. The AI generates the transcript based on the audio provided; you must manually edit names if they are incorrect.

  • More questions about Castmagic? The Connector page answers them. See everything the Castmagic Connector can do

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