Clipto: Mac-based AI transcription and knowledge assistant that indexes and searches meetings, interviews, podcasts, lectures, and other audio/video locally on-device. 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. This comparison weighs them on pricing, features, and everyday workflow fit.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Clipto when creators and editors transcribing and searching large libraries of footage, podcasts, and interviews matters most, and joinly when self-hosted, privacy-first real-time meeting transcription for regulated teams matters most. Run both through a week of actual calls to see which suits your workflow.
Mac-based AI transcription and knowledge assistant that indexes and searches meetings, interviews, podcasts, lectures, and other audio/video locally on-device.
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.
Clipto is an AI-powered transcription and knowledge assistant built exclusively for Mac that functions as a fully local, searchable media library for audio and video. It transcribes and indexes a range of content including videos, audio files, podcasts, meetings, interviews, and lectures, with automatic transcription, speaker labeling, and AI summaries that condense long recordings. Its standout capability is search: users can run natural-language queries across large volumes of media, jump to exact timecodes for spoken dialogue, and surface people, scenes, and objects across their library. Processing is fully local and works offline with no cloud uploads, which the product positions as a privacy-focused architecture for creators and professionals who manage large media collections. Clipto integrates with creative and storage tools, including Adobe Premiere Pro, Dropbox, Google Drive, NAS, and local folders, and offers auto-tagging to keep footage organized. It targets content creators such as photographers, video editors, filmmakers, agencies, and marketers, but its transcription of meetings and interviews makes it relevant for capturing and revisiting conversations as well. The app is actively operating, requires Apple Silicon Macs with sufficient memory and a recent macOS version, and also offers an iOS app. Free and paid plans are referenced. 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
Clipto 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 | Clipto | joinly |
|---|---|---|
| Core capability | On-device AI transcription with no cloud uploads, works offline | MCP server that exposes meeting tools (join/leave, transcript, chat, audio control, snapshots) to AI agents |
| Standout feature | Automatic speaker labeling in transcripts | Real-time transcription with timestamps and speaker information, subscribable for live updates |
| Team usage | One-click AI summaries of long recordings | Cross-platform support for Google Meet, Zoom, Microsoft Teams, and browser-based calls |
| Integrations | Natural-language search across large media libraries with timecode jumping | Modular speech-to-text and text-to-speech backends (Whisper, Deepgram, Kokoro, ElevenLabs) |
| Languages & capture | Scene, object, and person recognition across content | Model-agnostic: works with OpenAI, Anthropic, and local LLMs via Ollama |
| Best-fit workflow | Integrations with Adobe Premiere Pro, Dropbox, Google Drive, NAS, and local folders | Docker-based self-hosting with optional CUDA GPU image |
Clipto
Choose Clipto if you need creators and editors transcribing and searching large libraries of footage, podcasts, and interviews — strengths include fully local, offline processing for privacy-conscious users.
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.
Clipto
joinly
It depends on your workflow. Clipto is strong for creators and editors transcribing and searching large libraries of footage, podcasts, and interviews, while joinly is strong for building custom ai meeting agents that answer questions and run tasks during live calls. Both transcribe and summarize meetings.
Clipto 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.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
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