AudiosTranscribe: French-focused, bot-free meeting transcription tool with European inference, summaries, action plans, and automatic audio deletion. 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. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist AudiosTranscribe when transcribing french meetings without a visible bot in the call 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.
French-focused, bot-free meeting transcription tool with European inference, summaries, action plans, and automatic audio deletion.
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.
AudiosTranscribe is a meeting transcription tool from the French operator MTLabs, designed primarily for the French language. Rather than sending a bot into a call, it works by transcribing uploaded recordings or by capturing audio through a desktop recording app, which appeals to teams that prefer not to have a visible bot join their meetings. It processes recordings from sources such as Zoom, Teams and Google Meet and produces verbatim transcripts with timestamps, automatic speaker separation and naming, and analysis organized into tabs covering summary, action plan, context and full transcription. The platform emphasizes European data handling, stating that inference runs in Europe across multiple EU regions, with AES-256 encryption and native GDPR compliance, and it automatically deletes audio after transcription. It offers a free tier with a monthly minute allowance plus paid plans. AudiosTranscribe is aimed at French-speaking professionals and teams who want accurate French transcription, structured summaries and action items without disrupting meetings with a participating bot. 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
AudiosTranscribe 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 | AudiosTranscribe | joinly |
|---|---|---|
| Core capability | Bot-free transcription via uploads or a desktop recording app | MCP server that exposes meeting tools (join/leave, transcript, chat, audio control, snapshots) to AI agents |
| Standout feature | Verbatim transcripts with timestamps and automatic speaker naming | Real-time transcription with timestamps and speaker information, subscribable for live updates |
| Team usage | Analysis tabs for summary, action plan, context and transcription | Cross-platform support for Google Meet, Zoom, Microsoft Teams, and browser-based calls |
| Integrations | European inference across multiple EU regions with AES-256 encryption | Modular speech-to-text and text-to-speech backends (Whisper, Deepgram, Kokoro, ElevenLabs) |
| Languages & capture | Automatic deletion of audio after transcription | Model-agnostic: works with OpenAI, Anthropic, and local LLMs via Ollama |
| Best-fit workflow | Bot-free transcription via uploads or a desktop recording app | Docker-based self-hosting with optional CUDA GPU image |
AudiosTranscribe
Choose AudiosTranscribe if you need transcribing french meetings without a visible bot in the call — strengths include no bot joins the meeting, supporting more private, less disruptive capture.
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.
AudiosTranscribe
joinly
It depends on your workflow. AudiosTranscribe is strong for transcribing french meetings without a visible bot in the call, while joinly is strong for building custom ai meeting agents that answer questions and run tasks during live calls. Both transcribe and summarize meetings.
AudiosTranscribe 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.
Sure. Running both makes sense when their strengths don't overlap and the budget allows.
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