Efficlose: An AI meeting platform offering a bot-free Chrome extension plus desktop and web apps that transcribe, summarize, and extract action items from calls. MacParakeet: Free, open-source local voice app for Apple Silicon Macs offering on-device meeting recording, live transcripts, dictation, and file transcription powered by NVIDIA Parakeet. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Efficlose when recording calls without a visible bot via the chrome extension matters most, and MacParakeet when system-wide dictation across applications for privacy-conscious users matters most. Run both through a week of actual calls to see which suits your workflow.
An AI meeting platform offering a bot-free Chrome extension plus desktop and web apps that transcribe, summarize, and extract action items from calls.
Free, open-source local voice app for Apple Silicon Macs offering on-device meeting recording, live transcripts, dictation, and file transcription powered by NVIDIA Parakeet.
Efficlose is an AI meeting platform that captures, transcribes, and summarizes conversations through a combination of a Chrome extension, a desktop app, and a web platform. Its Chrome extension is positioned as a way to record meetings without a bot joining the call, capturing audio locally in the browser so no extra participant is announced or shown in the meeting; users can choose to capture a single tab, a specific window, or the full screen, and start or stop recording manually rather than relying on calendar triggers. For users who prefer automated joining, the desktop app and platform can connect to a calendar and send a bot to scheduled meetings on Zoom, Microsoft Teams, and Google Meet. Recordings are transcribed automatically with speaker identification, and the platform generates summaries with key decisions, next steps, and assigned action items. It also offers meeting search across past recordings and an AI assistant for querying conversations, plus integrations with business tools such as Salesforce, HubSpot, Slack, and Notion. Efficlose is aimed at teams across sales, customer success, recruiting, engineering, and project management who want flexible recording options and structured meeting outputs synced into their existing tools. Pricing varies by plan. Check the official website for current pricing.
Best suited for
MacParakeet is a free, open-source voice application for Apple Silicon Macs that runs speech recognition entirely on-device using NVIDIA's Parakeet TDT model via FluidAudio CoreML. Beyond system-wide dictation and file or URL transcription, it includes a meeting recording mode with live transcript preview, in-app note-taking, and export, plus meeting calendar integration through macOS EventKit that can show reminders and optionally auto-start recording. Because all speech recognition runs locally, the project states that audio remains on the device, with no cloud speech-to-text, no required accounts, and opt-out telemetry. It supports around 25 European languages with automatic detection and includes a text cleanup pipeline for filler removal, custom word replacements, and snippet expansion. Optional AI features such as summaries, chat, and text formatting can be enabled through cloud or local providers when the user chooses. Built with Swift and SwiftUI and distributed under the GPL-3.0 license, MacParakeet is actively maintained on GitHub and can be installed via a notarized DMG, a Homebrew cask, or built from source. It is positioned as a privacy-respecting, bot-free option for capturing meetings directly from the Mac. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Efficlose is a free tier with paid upgrades (freemium); MacParakeet is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Efficlose | MacParakeet |
|---|---|---|
| Core capability | Bot-free Chrome extension that records meetings locally in the browser | On-device meeting recording with live transcript preview and note-taking |
| Standout feature | Optional bot-based auto-join via desktop app for Zoom, Teams, and Meet | Meeting calendar integration via macOS EventKit with optional auto-start |
| Team usage | Automatic transcription with speaker identification | System-wide dictation with hotkey and push-to-talk modes |
| Integrations | AI summaries with key decisions, next steps, and assigned action items | File and URL transcription on the device |
| Languages & capture | Meeting search and an AI assistant to query past conversations | Local NVIDIA Parakeet TDT speech recognition with no cloud STT |
| Best-fit workflow | Integrations with Salesforce, HubSpot, Slack, and Notion | Text cleanup pipeline including filler removal and custom replacements |
Efficlose
Choose Efficlose if you need recording calls without a visible bot via the chrome extension — strengths include offers both bot-free browser recording and bot-based auto-join in one product.
MacParakeet
Choose MacParakeet if you need capturing and transcribing meetings locally on a mac without a bot — strengths include free and open source with on-device speech recognition.
Efficlose
MacParakeet
It depends on your workflow. Efficlose is strong for recording calls without a visible bot via the chrome extension, while MacParakeet is strong for capturing and transcribing meetings locally on a mac without a bot. Both transcribe and summarize meetings.
Efficlose is a free tier with paid upgrades and MacParakeet is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Often yes: teams combine tools when one handles capture and another handles analysis.
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