Mumble AI and joinly are both AI meeting assistants for recording, transcription, and summaries, compared here on pricing, features, and workflow fit. Mumble AI: A voice-first AI workspace for Mac that records meetings without a bot, transcribes audio, and turns conversations and dictation into structured notes. 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. They overlap on ai-meeting-assistants, so the right pick depends on team size, budget, and which meeting workflows you automate.
How Hosiqo compares and tests toolsFinal recommendation
For ai-meeting-assistants workflows, shortlist Mumble AI when capturing structured notes from zoom, meet, teams, or slack calls without adding a bot matters most, and joinly when building custom ai meeting agents that answer questions and run tasks during live calls matters most. Both record across Zoom, Google Meet, and Microsoft Teams; trial each on real meetings before committing.
A voice-first AI workspace for Mac that records meetings without a bot, transcribes audio, and turns conversations and dictation into structured notes.
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.
Mumble AI 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 | Mumble AI | joinly |
|---|---|---|
| Core capability | Bot-free meeting capture recorded directly from Mac system audio | MCP server that exposes meeting tools (join/leave, transcript, chat, audio control, snapshots) to AI agents |
| Standout feature | Live transcript with speaker labels during the call | Real-time transcription with timestamps and speaker information, subscribable for live updates |
| Team usage | Automatic summaries with decisions and action items | Cross-platform support for Google Meet, Zoom, Microsoft Teams, and browser-based calls |
| Integrations | 100% local on-device mode that works offline | Modular speech-to-text and text-to-speech backends (Whisper, Deepgram, Kokoro, ElevenLabs) |
| Languages & capture | System-wide dictation that works in any text field | Model-agnostic: works with OpenAI, Anthropic, and local LLMs via Ollama |
| Best-fit workflow | Customizable note templates and Google Calendar auto-detection | Docker-based self-hosting with optional CUDA GPU image |
Mumble AI
Choose Mumble AI if you need capturing structured notes from zoom, meet, teams, or slack calls without adding a bot — strengths include no bot joins the call, so meetings stay private and uninterrupted.
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.
Mumble AI
joinly
It depends on your workflow. Mumble AI is strong for capturing structured notes from zoom, meet, teams, or slack calls without adding a bot, while joinly is strong for building custom ai meeting agents that answer questions and run tasks during live calls. Both transcribe and summarize meetings.
Mumble AI 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 and the budget is justified.