Bubbles: Async video and AI meeting notes with action items 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. 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 Bubbles when teams replacing status meetings with async video updates 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.
Async video and AI meeting notes with action items
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.
Bubbles is an AI meeting notetaker combined with an asynchronous screen and video recorder. For live meetings, it can automatically join and record calls on Google Meet, Microsoft Teams and Zoom, then produce AI-generated summaries and extract action items so participants do not have to take notes manually. Recordings, transcripts and notes are organized in a centralized workspace and tied to calendar events, making it easy to find and share what was discussed. Beyond live meetings, Bubbles is built around reducing the number of meetings teams hold: users can record short async videos with screen capture and voice, then collect threaded video and text replies, which lets routine updates, design feedback and quick questions happen without scheduling a call. It connects with calendars such as Google Calendar and Outlook and integrates with a wide range of other tools including Slack, Notion and Asana for routing notes and recordings into existing workflows. Bubbles is aimed at marketers, designers, product managers and other collaborative teams that want to cut meeting time while keeping a clear record of decisions and next steps. 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
Bubbles 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 | Bubbles | joinly |
|---|---|---|
| Core capability | Automatic meeting recording across Google Meet, Microsoft Teams and Zoom | MCP server that exposes meeting tools (join/leave, transcript, chat, audio control, snapshots) to AI agents |
| Standout feature | AI-generated summaries and action item extraction | Real-time transcription with timestamps and speaker information, subscribable for live updates |
| Team usage | Async screen and video recording for replacing live meetings | Cross-platform support for Google Meet, Zoom, Microsoft Teams, and browser-based calls |
| Integrations | Threaded video and text replies on recordings | Modular speech-to-text and text-to-speech backends (Whisper, Deepgram, Kokoro, ElevenLabs) |
| Languages & capture | Calendar integration with note and recording organization | Model-agnostic: works with OpenAI, Anthropic, and local LLMs via Ollama |
| Best-fit workflow | Integrations with Slack, Notion, Asana and many other tools | Docker-based self-hosting with optional CUDA GPU image |
Bubbles
Choose Bubbles if you need teams replacing status meetings with async video updates — strengths include combines live meeting notes with async video collaboration in one tool.
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.
Bubbles
joinly
It depends on your workflow. Bubbles is strong for teams replacing status meetings with async video updates, while joinly is strong for building custom ai meeting agents that answer questions and run tasks during live calls. Both transcribe and summarize meetings.
Bubbles 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.
Often yes: teams combine tools when one handles capture and another handles analysis.
More head-to-head comparisons involving Bubbles and joinly.
Bubbles: Async video and AI meeting notes with action items BuildBetter: A no-bot meeting recorder (BB Recorder) that captures and processes calls locally on Mac, with optional cloud upload for team collaboration. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Bubbles: Async video and AI meeting notes with action items Buzz: Popular open-source desktop app that transcribes and translates audio offline on your own computer using OpenAI's Whisper. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
Bubbles: Async video and AI meeting notes with action items CLOVA Note: South Korean AI meeting-minutes service by Naver that records meetings, transcribes speech, separates speakers, and generates summaries and action items. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Bubbles: Async video and AI meeting notes with action items Calendly Notetaker: An AI meeting notetaker built into the Calendly scheduling platform that records meetings and generates summaries, transcripts, and action items. Below, they line up on price, capture method, and how each fits a real meeting stack.
Bubbles: Async video and AI meeting notes with action items CallBro: Bot-free AI meeting assistant that transcribes calls from system audio and produces structured notes without joining the call. This comparison weighs them on pricing, features, and everyday workflow fit.
Bubbles: Async video and AI meeting notes with action items Callabo: Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams. The right pick comes down to team size, budget, and the workflows you want to automate.
Bubbles: Async video and AI meeting notes with action items Canopy Notetaker: AI meeting assistant built for accounting firms that records client calls and produces accounting-specific summaries and tasks. The right pick comes down to team size, budget, and the workflows you want to automate.
Bubbles: Async video and AI meeting notes with action items CaptureMyMeeting: AI meeting assistant that imports Zoom and Webex cloud recordings to generate notes, action items, and insights. This comparison weighs them on pricing, features, and everyday workflow fit.
Bubbles: Async video and AI meeting notes with action items Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Bubbles: Async video and AI meeting notes with action items Castmagic: AI content platform that transcribes podcasts, videos, and recorded meetings with speaker diarization and turns them into show notes, summaries, and other assets. Below, they line up on price, capture method, and how each fits a real meeting stack.
Bubbles: Async video and AI meeting notes with action items Celeste AI: Brazilian Portuguese-focused AI voice and transcription platform offering on-demand transcription plus a meeting assistant and AI notes, with credit-based and subscription plans. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Bubbles: Async video and AI meeting notes with action items Choppity: AI video and audio platform that transcribes recordings, generates styled captions, and turns long-form content into short clips. Below, they line up on price, capture method, and how each fits a real meeting stack.