Attendee: Open-source, self-hostable meeting bot API that sends bots into Zoom, Google Meet, and Microsoft Teams to capture recordings and transcripts. Jamworks: AI note-taking and captioning tool that turns lectures and meetings into transcripts, summaries, captions and interactive study aids. 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 Attendee when developers embedding meeting recording and transcription into their own saas products matters most, and Jamworks when generating summaries and flashcards from recorded classes matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
Open-source, self-hostable meeting bot API that sends bots into Zoom, Google Meet, and Microsoft Teams to capture recordings and transcripts.
AI note-taking and captioning tool that turns lectures and meetings into transcripts, summaries, captions and interactive study aids.
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
Jamworks is an AI-powered note-taking application focused on lectures, classes and meetings, with a strong emphasis on accessibility for students and educational institutions. It records or ingests spoken sessions and produces live captions and word-for-word transcripts with speaker titles, while automatically enhancing a user's own typed or handwritten notes using the lecture transcript. From each recording Jamworks generates AI summaries and highlights, breaks long sessions into digestible chapters, and lets users review content as captioned video clips, audio chapters and full transcripts. A built-in personal AI tutor, JamAI, uses the transcript of each session as reference material so learners can ask follow-up questions and get explanations on demand in many languages, and the tool can turn highlights into interactive flashcards and quiz-style study modes. Jamworks supports transcription and learning features across a range of languages and is designed with accessibility in mind, including screen-reader compatibility and standards-based compliance, making it especially useful for neurodivergent and disabled students. It works across mobile, tablet, laptop and web and integrates with major learning management systems, serving students, universities and other learners who need to capture and revisit spoken material. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Attendee is a free tier with paid upgrades (freemium); Jamworks is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Attendee | Jamworks |
|---|---|---|
| Core capability | Unified REST API for deploying bots to Zoom, Google Meet, and Microsoft Teams | Live captioning and word-for-word transcripts with speaker titles |
| Standout feature | Meeting recording and transcript retrieval through API endpoints | AI summaries and automatic chaptering of lectures and meetings |
| Team usage | Real-time media pipeline with websocket audio input/output | Note enhancement that refines a user's own notes using the transcript |
| Integrations | Webhooks for event-driven workflows | JamAI personal tutor that answers questions using session transcripts in many languages |
| Languages & capture | Calendar integration and scheduled-meeting support | Interactive flashcards and quiz-style study modes generated from content |
| Best-fit workflow | Single Docker image self-hosting built on Django, PostgreSQL, and Redis | Captioned video clips and audio chapters for review |
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.
Jamworks
Choose Jamworks if you need capturing and captioning university lectures for later study — strengths include strong accessibility focus suited to neurodivergent and disabled learners.
Attendee
Jamworks
It depends on your workflow. Attendee is strong for developers embedding meeting recording and transcription into their own saas products, while Jamworks is strong for capturing and captioning university lectures for later study. Both transcribe and summarize meetings.
Attendee is a free tier with paid upgrades and Jamworks 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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