Daisy: Local-first, open-source macOS meeting recorder and AI notes app that transcribes on-device and exposes meetings to AI tools through a local MCP server. UserBit: UserBit is a qualitative UX research platform that transcribes user-interview recordings and helps teams organize, tag, and analyze research data in one repository. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Daisy when recording and transcribing meetings privately on a mac without cloud upload matters most, and UserBit when tagging and coding interview transcripts to synthesize insights across a study matters most. Run both through a week of actual calls to see which suits your workflow.
Local-first, open-source macOS meeting recorder and AI notes app that transcribes on-device and exposes meetings to AI tools through a local MCP server.
UserBit is a qualitative UX research platform that transcribes user-interview recordings and helps teams organize, tag, and analyze research data in one repository.
Daisy, from Addicted Studio, is a local-first meeting recorder and AI notes application for macOS that records meetings on the Mac, transcribes them on the device, and then exposes the captured conversations as a local MCP server for AI tools. It captures both microphone and system audio from any source, including Zoom, Google Meet, Telegram, and other apps, using ScreenCaptureKit, and performs on-device transcription with WhisperKit plus speaker identification via Pyannote diarization, so audio never leaves the Mac unless the user explicitly enables a cloud LLM provider. Beyond raw transcription, Daisy generates structured notes with action items and follow-ups and supports multiple summarization backends including Apple Intelligence, Anthropic, and OpenAI, as well as MCP. Because it runs a local MCP server, tools such as Claude Desktop and Cursor can read recorded meetings directly, and Daisy can export results to Notion, Linear, Attio, Slack, or arbitrary webhooks. It offers several capture modes covering meeting recording, voice dictation, and quick voice notes. Daisy is a native Mac application (not Electron) for Apple Silicon, is fully open source on GitHub under the Apache 2.0 license, and emphasizes privacy with no telemetry, tracking, or required account. The project maintains a product site at mydaisy.io with installation, FAQ, and support documentation. Pricing varies by plan. Check the official website for current pricing.
Best suited for
UserBit is a qualitative user-research platform for product, design, and UX teams, agencies, and freelancers. Users upload audio or video recordings of user interviews, and UserBit's AI generates transcripts in many languages, automatically splitting the text by speaker. A companion video player stays synced to the transcript, so scrolling the text moves the recording and clicking the video seek bar jumps to the matching words. Researchers can add custom vocabulary to improve accuracy and edit transcripts inline. Beyond transcription, the platform manages interview participants, questions, and responses, and lets teams capture qualitative notes and files. Tagging a portion of a transcript automatically creates a video clip of that moment, and a taxonomy/coding system supports synthesis. Analysis tools include charts and correlation maps to surface insights, and UserBit also offers journey-mapping and persona-building modules. It is web-based and centralizes the full research workflow from raw interviews to shareable findings in a single repository.
Best suited for
Daisy is a free tier with paid upgrades (freemium); UserBit is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Daisy | UserBit |
|---|---|---|
| Core capability | Local recording of mic and system audio from any source via ScreenCaptureKit | AI transcription of uploaded interview audio/video with automatic speaker separation |
| Standout feature | On-device transcription with WhisperKit and speaker diarization via Pyannote | Video player synced to the transcript for analysis |
| Team usage | Structured AI notes with action items and follow-ups | Tagging that auto-generates video clips, plus taxonomy and coding for synthesis |
| Integrations | Multiple summarization backends: Apple Intelligence, Anthropic, OpenAI, and MCP | Interview participant, question, and response management |
| Languages & capture | Local MCP server so Claude Desktop, Cursor, and similar tools can read meetings | Qualitative notes and file organization in a central repository |
| Best-fit workflow | Exports to Notion, Linear, Attio, Slack, or custom webhooks | Insight analysis tools including charts and correlation maps, plus journey maps and personas |
Daisy
Choose Daisy if you need recording and transcribing meetings privately on a mac without cloud upload — strengths include fully local-first with audio kept on-device unless a cloud llm is explicitly enabled.
UserBit
Choose UserBit if you need transcribing and analyzing recorded user interviews for ux and product research — strengths include combines transcription with full qualitative-research workflow (tagging, coding, analysis) in one place.
Daisy
UserBit
It depends on your workflow. Daisy is strong for recording and transcribing meetings privately on a mac without cloud upload, while UserBit is strong for transcribing and analyzing recorded user interviews for ux and product research. Both transcribe and summarize meetings.
Daisy is a free tier with paid upgrades and UserBit 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.
More head-to-head comparisons involving Daisy and UserBit.
Daisy: Local-first, open-source macOS meeting recorder and AI notes app that transcribes on-device and exposes meetings to AI tools through a local MCP server. Deepting: Real-time AI transcription and meeting summary app for meetings, interviews, and lectures across mobile and web. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Daisy: Local-first, open-source macOS meeting recorder and AI notes app that transcribes on-device and exposes meetings to AI tools through a local MCP server. Demodesk: AI sales meeting platform that records, transcribes, coaches reps, and automates note-taking, follow-ups, and CRM updates. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Daisy: Local-first, open-source macOS meeting recorder and AI notes app that transcribes on-device and exposes meetings to AI tools through a local MCP server. DepoDash: Cloud court-reporting platform delivering verbatim deposition transcription via AI, stenographers, or voice writers. The right pick comes down to team size, budget, and the workflows you want to automate.
Daisy: Local-first, open-source macOS meeting recorder and AI notes app that transcribes on-device and exposes meetings to AI tools through a local MCP server. Deposely: AI deposition platform for litigators covering prep, real-time insights, and transcript review and summaries. This comparison weighs them on pricing, features, and everyday workflow fit.
Daisy: Local-first, open-source macOS meeting recorder and AI notes app that transcribes on-device and exposes meetings to AI tools through a local MCP server. Descript: Video/podcast editor with transcription and meeting recording Below, they line up on price, capture method, and how each fits a real meeting stack.
Daisy: Local-first, open-source macOS meeting recorder and AI notes app that transcribes on-device and exposes meetings to AI tools through a local MCP server. Dialpad: AI-powered communications platform with a sales dialer that provides real-time transcription, live coaching cards, and post-call summaries. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Daisy: Local-first, open-source macOS meeting recorder and AI notes app that transcribes on-device and exposes meetings to AI tools through a local MCP server. Dicte: Privacy-focused AI meeting assistant that records, transcribes, and summarizes meetings and voice notes on mobile and desktop. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
Daisy: Local-first, open-source macOS meeting recorder and AI notes app that transcribes on-device and exposes meetings to AI tools through a local MCP server. Dovetail: Customer insights platform that centralizes interviews and feedback, with AI transcription, analysis, search, and a research repository. The right pick comes down to team size, budget, and the workflows you want to automate.
Daisy: Local-first, open-source macOS meeting recorder and AI notes app that transcribes on-device and exposes meetings to AI tools through a local MCP server. Dscout: Experience research platform for moderated interviews, diary studies, and usability testing with AI transcription, themes, and analysis. The right pick comes down to team size, budget, and the workflows you want to automate.
Daisy: Local-first, open-source macOS meeting recorder and AI notes app that transcribes on-device and exposes meetings to AI tools through a local MCP server. Echometer: Psychology-based platform for agile retrospectives, recurring team health checks, and structured 1:1 meetings with AI-assisted suggestions. Below, they line up on price, capture method, and how each fits a real meeting stack.
Daisy: Local-first, open-source macOS meeting recorder and AI notes app that transcribes on-device and exposes meetings to AI tools through a local MCP server. Edisyn: Real-time AI meeting assistant from a Turkish-founded team that listens to calls and provides live notes, summaries, and suggested questions and answers. Below, they line up on price, capture method, and how each fits a real meeting stack.
Daisy: Local-first, open-source macOS meeting recorder and AI notes app that transcribes on-device and exposes meetings to AI tools through a local MCP server. 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. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.