Attendee: Open-source, self-hostable meeting bot API that sends bots into Zoom, Google Meet, and Microsoft Teams to capture recordings and transcripts. Munsit: Munsit is an Arabic-focused voice AI platform from CNTXT that transcribes meetings and audio into structured notes and provides text-to-speech and voice tools. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Attendee when developers embedding meeting recording and transcription into their own saas products matters most, and Munsit when building arabic voice agents and virtual assistants for contact centers and customer support matters most. Run both through a week of actual calls to see which suits your workflow.
Open-source, self-hostable meeting bot API that sends bots into Zoom, Google Meet, and Microsoft Teams to capture recordings and transcripts.
Munsit is an Arabic-focused voice AI platform from CNTXT that transcribes meetings and audio into structured notes and provides text-to-speech and voice tools.
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
Munsit is an Arabic voice AI platform built by CNTXT (FZCO) in the UAE, centered on a next-generation Arabic speech-to-text model that recognizes more than 25 Arabic dialects in both clean and noisy conditions. For meetings, it offers file and live transcription that turns Arabic conversations into structured minutes with speaker labels, decisions, and action items, and supports real-time transcription with low latency for live calls. Beyond transcription, the platform includes a text-to-speech studio, a voices library with voice cloning, translation into Arabic, and an Arabic AI chatbot. Munsit is available as a web dashboard and as a mobile "Super App" (MunsitAI on the App Store) for recording interviews and transcribing meetings, alongside REST and streaming APIs and on-device SDKs for iOS, Android, macOS, Windows, and Linux. It targets enterprises, governments, contact centers, content creators, and developers building Arabic voice applications, with on-premise and VPC deployment options for organizations with strict data requirements.
Best suited for
Attendee is a free tier with paid upgrades (freemium); Munsit is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Attendee | Munsit |
|---|---|---|
| Core capability | Unified REST API for deploying bots to Zoom, Google Meet, and Microsoft Teams | Arabic speech-to-text supporting 25+ dialects |
| Standout feature | Meeting recording and transcript retrieval through API endpoints | Meeting transcription with structured minutes, speakers, decisions, and action items |
| Team usage | Real-time media pipeline with websocket audio input/output | File upload and live/real-time transcription |
| Integrations | Webhooks for event-driven workflows | Text-to-speech studio with voice cloning |
| Languages & capture | Calendar integration and scheduled-meeting support | Translation into Arabic |
| Best-fit workflow | Single Docker image self-hosting built on Django, PostgreSQL, and Redis | Web dashboard, mobile app, APIs, and on-device SDKs |
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.
Munsit
Choose Munsit if you need transcribing arabic meetings and interviews into structured minutes and notes — strengths include specialized, high-accuracy arabic recognition across many regional dialects.
Attendee
Munsit
It depends on your workflow. Attendee is strong for developers embedding meeting recording and transcription into their own saas products, while Munsit is strong for transcribing arabic meetings and interviews into structured minutes and notes. Both transcribe and summarize meetings.
Attendee is a free tier with paid upgrades and Munsit is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
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