Choppity: AI video and audio platform that transcribes recordings, generates styled captions, and turns long-form content into short clips. 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. Below, they line up on price, capture method, and how each fits a real meeting stack.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Choppity when transcribing and captioning recorded interviews and podcast episodes matters most, and joinly when self-hosted, privacy-first real-time meeting transcription for regulated teams matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
AI video and audio platform that transcribes recordings, generates styled captions, and turns long-form content into short clips.
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.
Choppity is an AI-powered video and audio platform that combines automated transcription with short-form content creation. Users upload video or audio files, or paste links from sources like YouTube, and Choppity transcribes the recording with speaker identification and timestamps before turning the spoken transcript into an editable workspace. Although it is best known for automatically extracting dozens of short, social-ready clips from long-form videos and podcasts, it also serves transcription and captioning needs directly: it generates styled subtitles for video, supports transcript-based editing where you edit the footage by editing the text, and offers dedicated tools for transcribing meeting recordings from platforms such as Zoom, Microsoft Teams, and Google Meet. The platform supports a large number of languages and includes features like automatic reframing for vertical formats, profanity detection, and one-click social publishing and scheduling. Choppity offers a free tier alongside paid plans and an API, making it usable by individual creators, podcasters, and teams that want to repurpose recorded conversations, interviews, and meetings into both transcripts and shareable video content. 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
Choppity 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 | Choppity | joinly |
|---|---|---|
| Core capability | Automated transcription of uploaded video and audio with speaker identification and timestamps | MCP server that exposes meeting tools (join/leave, transcript, chat, audio control, snapshots) to AI agents |
| Standout feature | Dedicated tools for transcribing meeting recordings from Zoom, Microsoft Teams, and Google Meet | Real-time transcription with timestamps and speaker information, subscribable for live updates |
| Team usage | AI-generated, customizable subtitles and captions with styling options | Cross-platform support for Google Meet, Zoom, Microsoft Teams, and browser-based calls |
| Integrations | Transcript-based editing where the video is edited by changing the text | Modular speech-to-text and text-to-speech backends (Whisper, Deepgram, Kokoro, ElevenLabs) |
| Languages & capture | Automatic short-clip generation and vertical reframing for social platforms | Model-agnostic: works with OpenAI, Anthropic, and local LLMs via Ollama |
| Best-fit workflow | Multi-language support and direct social publishing and scheduling | Docker-based self-hosting with optional CUDA GPU image |
Choppity
Choose Choppity if you need transcribing and captioning recorded interviews and podcast episodes — strengths include combines transcription, captioning, and content repurposing in a single tool.
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.
Choppity
joinly
It depends on your workflow. Choppity is strong for transcribing and captioning recorded interviews and podcast episodes, while joinly is strong for building custom ai meeting agents that answer questions and run tasks during live calls. Both transcribe and summarize meetings.
Choppity 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.
You can — some teams pair them when each covers a different part of the meeting workflow.
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