Attendee: Open-source, self-hostable meeting bot API that sends bots into Zoom, Google Meet, and Microsoft Teams to capture recordings and transcripts. Транскрибатор: Russian-language AI bot that transcribes audio and video and produces meeting summaries and protocols. 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 Attendee when developers embedding meeting recording and transcription into their own saas products matters most, and Транскрибатор when producing meeting protocols and task lists in russian matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
Open-source, self-hostable meeting bot API that sends bots into Zoom, Google Meet, and Microsoft Teams to capture recordings and transcripts.
Russian-language AI bot that transcribes audio and video and produces meeting summaries and protocols.
Attendee is an open-source REST API, developed by Attendee Labs, that abstracts the engineering work of building meeting bots into a single developer-friendly interface. Instead of maintaining separate bot stacks for each video platform, developers send one API request and Attendee dispatches a bot that joins a Zoom, Google Meet, or Microsoft Teams call, then returns recordings, transcripts, and real-time media streams. It is built on widely used, battle-tested technologies such as Django, PostgreSQL, and Redis, and is designed to run from a single Docker image so teams can self-host it on their own infrastructure for data residency, compliance, and cost control. The project documents real-time transcription, webhooks, calendar integration, scheduled meetings, and websocket audio input/output. Because it is open source and self-hosted, organizations in regulated industries can keep meeting audio and transcripts inside their own environment rather than routing them through a third-party vendor. The repository is actively maintained with frequent releases, and the project markets itself as a lower-cost alternative to closed-source meeting-bot platforms for developers who want to embed meeting capture and transcription into their own applications. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Транскрибатор (transcribe-ai.ru) is a Russian-language AI tool that converts audio and video recordings into text and turns them into meeting summaries and protocols. It is delivered as a bot accessible through the Telegram and Max messaging platforms, so users send a recording and receive a transcription back without needing a separate web application. Beyond raw transcription, it generates summaries that highlight the main topics, decisions and action items of a meeting, and can assemble structured protocols with assigned tasks. The site also describes a deeper meeting-analysis output delivered as a PDF report covering responsibilities and recommendations. It accepts a wide range of common audio and video formats including MP3, WAV, OGG, MP4, WEBM, M4A, FLAC, AAC, OPUS, AVI, MKV and MOV, and emphasizes fast processing measured in minutes. A free tier is offered with a small monthly transcription allowance and the option to use the service without registration. The tool is primarily oriented toward Russian-speaking users who want meeting documentation produced directly inside a messaging app rather than a standalone dashboard. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Attendee is a free tier with paid upgrades (freemium); Транскрибатор is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Attendee | Транскрибатор |
|---|---|---|
| Core capability | Unified REST API for deploying bots to Zoom, Google Meet, and Microsoft Teams | Russian-language speech recognition |
| Standout feature | Meeting recording and transcript retrieval through API endpoints | Audio and video transcription across many formats |
| Team usage | Real-time media pipeline with websocket audio input/output | Meeting summaries with topics, decisions and action items |
| Integrations | Webhooks for event-driven workflows | Structured meeting protocols with assigned tasks |
| Languages & capture | Calendar integration and scheduled-meeting support | Telegram and Max bot delivery |
| Best-fit workflow | Single Docker image self-hosting built on Django, PostgreSQL, and Redis | PDF meeting-analysis reports |
Attendee
Choose Attendee if you need developers embedding meeting recording and transcription into their own saas products — strengths include fully open source and designed for convenient self-hosting, keeping meeting data on your own infrastructure.
Транскрибатор
Choose Транскрибатор if you need transcribing russian meetings sent through telegram or max — strengths include focused on russian-language transcription and meeting notes.
Attendee
Транскрибатор
It depends on your workflow. Attendee is strong for developers embedding meeting recording and transcription into their own saas products, while Транскрибатор is strong for transcribing russian meetings sent through telegram or max. Both transcribe and summarize meetings.
Attendee is a free tier with paid upgrades and Транскрибатор 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.
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