Local Fireflies.ai Alternative: Secure Meeting Transcripts

Compare Fireflies.ai with justREC. Discover a secure, local-first meeting notes solution on macOS that uses your own OpenAI and Anthropic API keys.

Published on 2026-06-02

Fireflies.ai is a feature-rich, cloud-based meeting transcription and search tool. It integrates with your calendar and automatically sends an AI bot ("Fred") to record your video conferences. While powerful for corporate environments, Fireflies.ai is expensive, forces you to store sensitive company conversations on their cloud servers, and can clutter meetings with unwanted bots.

For individuals, freelancers, and privacy-conscious teams on macOS, justREC offers a secure, local-first alternative with Bring-Your-Own-Key (BYOK) AI pricing.


Quick Comparison: justREC vs. Fireflies.ai

Feature Fireflies.ai justREC
Storage Model Cloud-first (hosted on Fireflies servers) Local-first (stored in folders on your Mac)
Meeting Bot Yes (visible bot joins the call) No (records locally via macOS system audio)
Pricing $10 - $29+ per user/month subscription Free + One-time Lifetime Unlock ($49)
AI Models Pre-selected cloud models BYOK (Use your own OpenAI / Anthropic keys)
Offline Support No (requires internet and video platforms) Yes (works 100% offline for local recording)
Exports CSV, PDF, Docx, Slack/CRM push Markdown, DOCX, PDF, JSON, SRT

Why Choose justREC as a Fireflies Alternative?

1. Absolute Privacy and Security

Fireflies.ai hosts your meeting voice logs and transcripts in their cloud database. For businesses dealing with proprietary software, sensitive customer data, or client privacy, this is a massive compliance risk. justREC saves all audio recordings and transcripts on your Mac. It communicates directly with your chosen API providers (OpenAI or Anthropic) without any intermediary cloud servers.

2. Bypass Invasive Meeting Bots

Many meeting hosts now ban virtual assistants like Fireflies from joining because they clutter the interface and can make participants self-conscious. justREC records your microphone and system audio locally. It requires no bot, no calendar integration, and works silently in the background.

3. Drastically Lower Costs (BYOK)

Fireflies.ai subscriptions start at $10/month and scale quickly for teams. justREC uses a Bring-Your-Own-Key model. A typical 1-hour call transcribed with the OpenAI Whisper API costs less than $0.15. Combined with a one-time lifetime license of $49, justREC pays for itself in just a few months.


Limitations & Honest Fit

While justREC is a private and cost-effective alternative, Fireflies.ai may be a better option if:

  • You need calendar integration: Fireflies automatically scans your calendar and joins every meeting. justREC requires you to click "Record" to start capturing a call.
  • You need team search features: Fireflies lets you search across all team members' meetings in a shared cloud database. justREC is local-first, organizing files in project directories on your Mac.

How to Get Started

Take back control of your meeting records. Download justREC for macOS, connect your own API key, and start transcribing meetings locally without monthly fees or cloud bots.