BarRaiser: AI interview intelligence platform that records interviews and coaches interviewers for better hiring. 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. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist BarRaiser when hiring teams running structured, repeatable interview processes 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 interview intelligence platform that records interviews and coaches interviewers for better hiring.
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.
BarRaiser is an AI interview intelligence platform that records and transcribes job interviews and analyzes them to support structured, more consistent hiring. During interviews, an AI copilot can provide real-time guidance and suggested questions, and the platform automates interview note-taking so interviewers can focus on the candidate. After the conversation, BarRaiser generates structured feedback that can be filled into applicant tracking systems, and it offers interviewer coaching and bias-reduction features that use interview data to help hiring managers improve their interviewing skills over time. The platform integrates with many applicant tracking systems so it fits into existing recruiting workflows. BarRaiser is built for recruiters, hiring managers, interview coordinators, and HR leaders at organizations that want to standardize interviews and raise interview quality. It is actively operating in 2025 and 2026, serving hundreds of customers worldwide, and combines self-service software with optional access to expert interviewers, making it a vertical tool focused specifically on the hiring conversation. 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
BarRaiser 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 | BarRaiser | joinly |
|---|---|---|
| Core capability | Recording and transcription of interviews with audio and video | MCP server that exposes meeting tools (join/leave, transcript, chat, audio control, snapshots) to AI agents |
| Standout feature | AI interview copilot with real-time guidance and questions | Real-time transcription with timestamps and speaker information, subscribable for live updates |
| Team usage | Automated interview notes and structured feedback into the ATS | Cross-platform support for Google Meet, Zoom, Microsoft Teams, and browser-based calls |
| Integrations | Interviewer coaching and bias-reduction tooling | Modular speech-to-text and text-to-speech backends (Whisper, Deepgram, Kokoro, ElevenLabs) |
| Languages & capture | Integrations with many applicant tracking systems | Model-agnostic: works with OpenAI, Anthropic, and local LLMs via Ollama |
| Best-fit workflow | Recording and transcription of interviews with audio and video | Docker-based self-hosting with optional CUDA GPU image |
BarRaiser
Choose BarRaiser if you need hiring teams running structured, repeatable interview processes — strengths include combines interview capture with interviewer coaching.
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.
BarRaiser
joinly
It depends on your workflow. BarRaiser is strong for hiring teams running structured, repeatable interview processes, while joinly is strong for building custom ai meeting agents that answer questions and run tasks during live calls. Both transcribe and summarize meetings.
BarRaiser 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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