How do I get my Descript API token?

Log in to your Descript account at **descript.com**. Navigate to **Settings** (click your profile icon). In the left sidebar, select **API tokens**. Click the **Create token** button, give it a descriptive name, and select the specific **Drive** you want it associated with. Copy the token immediately — it will **not** be shown again after you close the window. Paste it into the configuration field below.

Can I convert a podcast transcript into a blog post automatically?

Yes. Ask your AI agent to pull the full transcript from a Descript project, then instruct it to reformat the content into a structured blog post. It retrieves speaker labels, timestamps, and the complete text — perfect for creating show notes, summaries, or full articles from your recordings.

What if I work across multiple Descript drives?

Each API token is tied to a specific Drive. If you work across multiple drives (e.g., separate drives for different shows or clients), generate a separate token for each drive and configure multiple integrations. Your AI agent can then query projects from any of your drives.

Is this useful for agencies producing video content for clients?

Absolutely. Agencies can use the AI agent to pull transcripts across client projects, track export statuses, and retrieve download links — all from a single conversational interface. No need to log in and out of different client workspaces or manually download files from the Descript dashboard.

Descript MCP Server for AutoGen 8 tools — connect in under 2 minutes

Name: Descript
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 8 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Descript as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="descript_agent",
            tools=tools,
            system_message=(
                "You help users with Descript. "
                "8 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Descript MCP Server

Connect Descript to your AI agent and manage your video and podcast production pipeline conversationally.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Descript tools. Connect 8 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

Project Management — List, search, and retrieve project details including compositions, transcripts, and media files.
Transcript Access — Pull full transcriptions from any Descript project for repurposing into blog posts, social content, or subtitles.
Media Exports — Retrieve exported audio and video files, download links, and export statuses.
Drive Organization — Navigate your Descript drives and projects to find specific recordings or compositions.

The Descript MCP Server exposes 8 tools through the Vinkius. Connect it to AutoGen in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Descript to AutoGen via MCP

Follow these steps to integrate the Descript MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 8 tools from Descript automatically

Why Use AutoGen with the Descript MCP Server

AutoGen provides unique advantages when paired with Descript through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Descript tools to solve complex tasks

Role-based architecture lets you assign Descript tool access to specific agents. a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive Descript tool calls

Code execution sandbox: AutoGen agents can write and run code that processes Descript tool responses in an isolated environment

Descript + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Descript MCP Server delivers measurable value.

Collaborative analysis: one agent queries Descript while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Descript, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Descript data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process Descript responses in a sandboxed execution environment

Descript MCP Tools for AutoGen (8)

These 8 tools become available when you connect Descript to AutoGen via MCP:

create_export

Export a project

create_transcription

Supports audio and video files. Transcribe a media file

get_project

Get project details

get_transcription

Get transcription result

list_drives

List team drives

list_exports

List project exports

list_projects

List all Descript projects

list_templates

List available templates

Example Prompts for Descript in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Descript immediately.

"List all my Descript projects."

"Get the full transcript of 'Podcast Ep 47'."

"Check if my latest video export is ready for download."

Troubleshooting Descript MCP Server with AutoGen

Common issues when connecting Descript to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Descript + AutoGen FAQ

Common questions about integrating Descript MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Descript tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.