How we use the Good Tape MCP

How to unlock your audio archive and say good bye to copy-pasting

When we built the Good Tape MCP (Model Context Protocol), we became its very first users. Before it reached a single customer, it was quietly revolutionizing how our own team works: how we prepare, report, analyze data, and recall information.

Instead of just telling you what the MCP can do, we want to show you how it actively changes the game for our team and why it is becoming an essential workflow tool for journalists, academics, and researchers.

Here is how different minds use the Good Tape MCP to turn raw audio into actionable intelligence.

Why journalists and researchers are adopting MCP in 2026

For our primary users like journalists and academic researchers the biggest challenge isn’t recording audio; it’s the hours spent digging through transcripts to find a single source quote or identifying overarching themes across dozens of interviews.

By connecting your Good Tape archive directly to Claude via the MCP, your entire transcript library becomes an interactive, searchable database.

For Academic Researchers: Instead of manually coding qualitative data, you can ask Claude or Mistral to surface recurring sociological themes, cross-reference participant sentiment, or aggregate patterns across multi-hour research cohorts.
For Journalists: Fact-check in seconds. If a source mentioned a specific figure or timeline three months ago, you don’t need to scrub through audio or control-F through fifty PDF files. You simply ask ChatGPT to find it.

Leadership: A safety net for high-stakes context switching

Our CEO Lasse Finderup, manages a relentless schedule of back-to-back meetings, strategic partnerships, and product deep-dives. Carrying that much context means small, critical details can easily slip past in the moment, only to matter a great deal weeks later.

The Good Tape recording app serves as his cognitive safety net. Recording and transcribing conversations allows him to be 100% present in the room. By linking his secure archive to Claude using the Good Tape MCP, retrieving lost context takes seconds.

“I remembered that a specific number was mentioned in a meeting months ago, and it would have been superhuman to have it right there. I found it immediately because Claude could access my transcripts. I felt invincible pulling that number a few moments later. Like no one can beat me, because I’ll always be the most prepared.
Lasse Finderup, CEO Good Tape

Beyond simple search, Lasse uses the MCP to work across multiple conversations at once. After a round of team check-ins, he asks Claude to correlate the qualitative inputs, surface cultural or operational patterns, and visualize the data. For monthly reporting, he effortlessly pulls the core topics discussed across the organization without scrolling through endless text.

Research & sales: Transforming raw conversations into structured intelligence

On the operational side, Rebecca Johnson our sales director uses the Good Tape MCP to translate raw dialogue into shareable, high-value intelligence.

After attending the WNMC event in Marseille, she built comprehensive internal intelligence reports directly from her interview transcripts. By adjusting her AI prompts for different internal audiences, she ensured every stakeholder received a synthesized version tailored specifically to their needs.

The flexibility of the MCP shines in her daily automated workflows:

Top go-to prompts for audio analysis:

“Summarize this interview call for an immediate customer follow-up email.”
“Aggregate these five research calls and map out the top themes, objections, and user sentiment.”
“Extract every mention of [competitor/topic] and summarize exactly what the interviewees expressed.”

She also uses the tool to look forward. By analyzing past successful calls, she asks Claude to suggest “lookalike” profiles identifying organizations in similar regions facing identical research or business challenges.

Product development: Instant user insights

For our product team, value is measured by the speed from user conversation to core product understanding.

Instead of spending days synthesizing user testing sessions, transcripts go in, and highly structured insights come out. The Good Tape MCP instantly extracts user needs, prioritizes feature requests, and surfaces exact, impactful user quotes to back up product decisions.

From recording to insights in seconds

Across every industry whether you are a journalist protecting a source’s timeline, an academic synthesizing a thesis, or a startup founder scaling operations the pattern is identical: The recording is no longer the end of a conversation. It’s the start of the work.

The answer to your project’s next major breakthrough is already sitting in your audio archive. Now, it’s just one prompt away.

Good Tape was built with privacy first

The Good Tape MCP is completely read-only, opt-in, and turned off by default. Your data privacy and security are our absolute priority. The tool is currently included on Free Trial, Pro, and Business tiers during our public beta phase, and will later on be available for all paid and enterprise plans.

Ready to change the way you research and work? Connect your archive and ask your first real question today with the Good Tape MCP.