Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. 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. 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 Carv when transcribing and summarizing candidate interviews hands-free matters most, and joinly when self-hosted, privacy-first real-time meeting transcription for regulated teams matters most. Try them side by side on real calls before deciding — needs vary by team.
AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS.
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.
Carv is an AI platform for recruiters that records, transcribes, and takes notes during interviews, intake calls, and hiring meetings so recruiters can stay present in the conversation rather than typing notes. During candidate interviews it captures a full verbatim transcript, flags any planned questions that went unanswered at the end of the call, and uses the transcript to auto-generate a candidate profile. For intake calls with hiring managers, Carv captures the requirements discussed and can automatically draft a job description in the recruiter's own style and tone of voice. Beyond note-taking, Carv positions itself as an agentic recruiting assistant that takes over repetitive administrative work, from document creation to updating the applicant tracking system, and includes an AI companion that carries context about how the user works. The platform integrates with ATS and HR systems and offers analytics and insights across recruiting activity. By turning recruiting conversations into structured notes, profiles, and documents, Carv aims to cut down on coordination and admin time so recruiters can focus on connecting with candidates and hiring managers. 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
Carv 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 | Carv | joinly |
|---|---|---|
| Core capability | Records, transcribes, and takes notes during interviews, intakes, and meetings | MCP server that exposes meeting tools (join/leave, transcript, chat, audio control, snapshots) to AI agents |
| Standout feature | Full verbatim interview transcription with unanswered-question flagging | Real-time transcription with timestamps and speaker information, subscribable for live updates |
| Team usage | Auto-generated candidate profiles from interview transcripts | Cross-platform support for Google Meet, Zoom, Microsoft Teams, and browser-based calls |
| Integrations | Automatic job description drafting from intake calls | Modular speech-to-text and text-to-speech backends (Whisper, Deepgram, Kokoro, ElevenLabs) |
| Languages & capture | ATS and HR system integrations with automated updates | Model-agnostic: works with OpenAI, Anthropic, and local LLMs via Ollama |
| Best-fit workflow | AI companion that retains context on the recruiter's workflow | Docker-based self-hosting with optional CUDA GPU image |
Carv
Choose Carv if you need transcribing and summarizing candidate interviews hands-free — strengths include captures both candidate interviews and hiring-manager intake calls.
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.
Carv
joinly
It depends on your workflow. Carv is strong for transcribing and summarizing candidate interviews hands-free, while joinly is strong for building custom ai meeting agents that answer questions and run tasks during live calls. Both transcribe and summarize meetings.
Carv 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.
Often yes: teams combine tools when one handles capture and another handles analysis.
More head-to-head comparisons involving Carv and joinly.
Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. Castmagic: AI content platform that transcribes podcasts, videos, and recorded meetings with speaker diarization and turns them into show notes, summaries, and other assets. This comparison weighs them on pricing, features, and everyday workflow fit.
Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. Celeste AI: Brazilian Portuguese-focused AI voice and transcription platform offering on-demand transcription plus a meeting assistant and AI notes, with credit-based and subscription plans. This comparison weighs them on pricing, features, and everyday workflow fit.
Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. Choppity: AI video and audio platform that transcribes recordings, generates styled captions, and turns long-form content into short clips. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. Claap: Async video plus AI meeting recording and CRM updates Below, they line up on price, capture method, and how each fits a real meeting stack.
Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. Cleft Notes: AI voice-note app that turns spoken thoughts and meeting audio into structured, organized notes. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. ClickUp AI Notetaker: ClickUp's built-in AI Notetaker captures meeting recordings, transcripts, and summaries and connects them to ClickUp Docs and tasks. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. Clipto: Mac-based AI transcription and knowledge assistant that indexes and searches meetings, interviews, podcasts, lectures, and other audio/video locally on-device. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. Close Notetaker: An AI notetaker built into Close CRM that automatically transcribes and summarizes sales calls and meetings inside the CRM. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. Coach Pilot: AI sales coaching agent that joins calls, coaches reps in real time, updates the CRM, and scores deals. The right pick comes down to team size, budget, and the workflows you want to automate.
Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. Cockatoo: AI transcription and note-taking service that records and transcribes meetings and lectures, then turns them into structured notes and summaries. The right pick comes down to team size, budget, and the workflows you want to automate.
Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. Coconote: AI note taker by Quizlet that turns lectures, meetings, documents, videos, and audio into organized notes, transcripts, and study materials. This comparison weighs them on pricing, features, and everyday workflow fit.
Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. CogniCor: AI assistant for financial advisors that automates meeting prep, note-taking, follow-ups, and forms inside the CRM. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.