Bee: Wearable AI device that captures spoken conversations and turns them into transcripts, summaries, and reminders. joinly: Open-source, self-hostable connector that lets AI agents join Google Meet, Zoom, and Microsoft Teams calls to transcribe, listen, and act in real time via MCP. 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 Bee when capturing in-person meetings and follow-up action items hands-free matters most, and joinly when self-hosted, privacy-first real-time meeting transcription for regulated teams matters most. Try them side by side on real calls before deciding — needs vary by team.
Wearable AI device that captures spoken conversations and turns them into transcripts, summaries, and reminders.
Open-source, self-hostable connector that lets AI agents join Google Meet, Zoom, and Microsoft Teams calls to transcribe, listen, and act in real time via MCP.
Bee is a wearable personal AI device, now part of Amazon, that continuously captures the conversations happening around the wearer and processes them into transcripts, segmented summaries, suggested to-dos, and timely reminders. The hardware uses dual microphones with noise filtering and is designed to be worn as a wristband or clipped to clothing, with a button press to start and stop capture and an LED indicator to show when it is recording. Captured audio is processed by AI that segments discussions, identifies commitments, and surfaces personal insights over time, rather than leaving the user with a raw recording to comb through. Recordings sync to a companion mobile app on iOS and Android, with Apple Watch support, where users can review their day's conversations, search past discussions, and manage what is stored. Bee supports dozens of languages and emphasizes that only the user can access their own transcripts and summaries. It is aimed at professionals and individuals who want hands-free, in-person meeting and conversation capture without reaching for a phone or laptop. Pricing varies by plan. Check the official website for current pricing.
Best suited for
joinly is an open-source middleware project (by joinly-ai) that makes meetings accessible to AI agents. It runs as a Model Context Protocol (MCP) server that equips any agent with the tools to join a live video call, capture a real-time transcript, and interact by voice or chat during the meeting. Rather than being a finished notetaker app, joinly is a framework developers use to build interactive meeting agents that can listen, answer, search the web, draft documents, and post chat messages while the meeting is in progress. It works cross-platform across Google Meet, Zoom, and Microsoft Teams (and browser-based calls), and is model-agnostic, supporting OpenAI, Anthropic, and local models through Ollama. Speech-to-text and text-to-speech are modular, with Whisper or Deepgram for transcription and Kokoro, ElevenLabs, or Deepgram for synthesis. The project is MIT licensed and deployed via Docker (with a separate CUDA GPU image), giving teams full data sovereignty. The MCP server exposes join/leave controls, transcript and participant access, audio control, chat messaging, and video snapshots, making it a building block for custom, privacy-first meeting automation. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Bee is a free tier with paid upgrades (freemium); joinly is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Bee | joinly |
|---|---|---|
| Core capability | Wearable device with dual microphones and noise filtering | MCP server that exposes meeting tools (join/leave, transcript, chat, audio control, snapshots) to AI agents |
| Standout feature | Automatic transcription with segmented, per-section summaries | Real-time transcription with timestamps and speaker information, subscribable for live updates |
| Team usage | Suggested to-dos and reminders extracted from conversations | Cross-platform support for Google Meet, Zoom, Microsoft Teams, and browser-based calls |
| Integrations | Companion app on iOS, Android, and Apple Watch | Modular speech-to-text and text-to-speech backends (Whisper, Deepgram, Kokoro, ElevenLabs) |
| Languages & capture | Multi-language support across dozens of languages | Model-agnostic: works with OpenAI, Anthropic, and local LLMs via Ollama |
| Best-fit workflow | On-button capture control with recording indicator | Docker-based self-hosting with optional CUDA GPU image |
Bee
Choose Bee if you need capturing in-person meetings and follow-up action items hands-free — strengths include hands-free in-person capture without needing a phone or laptop.
joinly
Choose joinly if you need building custom ai meeting agents that answer questions and run tasks during live calls — strengths include fully open source (mit) and self-hostable for complete data control.
Bee
joinly
It depends on your workflow. Bee is strong for capturing in-person meetings and follow-up action items hands-free, while joinly is strong for building custom ai meeting agents that answer questions and run tasks during live calls. Both transcribe and summarize meetings.
Bee is a free tier with paid upgrades and joinly is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
More head-to-head comparisons involving Bee and joinly.
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