Xdroid VoiceAnalytics: AI-powered speech analytics platform that transcribes and analyzes contact-center calls for quality monitoring, sentiment, and compliance. 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 Xdroid VoiceAnalytics when automated call-center quality monitoring and agent scoring 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-powered speech analytics platform that transcribes and analyzes contact-center calls for quality monitoring, sentiment, and compliance.
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.
Xdroid VoiceAnalytics is an AI- and machine-learning-based speech analytics platform built for contact centers and customer-service teams. It captures audio from recorded agent-customer calls and applies proprietary speech-to-text transcription, then layers on speaker separation, keyword and semantic detection, language-independent emotion and sentiment analysis, call categorization, and call visualization. Managers use it for automated quality monitoring, compliance checking, agent performance management, and customer-experience insight across large call volumes. An OperatorAssist capability delivers real-time transcription, sentiment detection, in-call compliance coaching, and automated call summarization to the agent's desktop, while companion TextAnalytics extends the same analysis to chat, email, social media, and reviews for omnichannel coverage. The platform supports a broad set of languages (reported around 31, including Arabic, Mandarin, English, French, German, and Spanish) and integrates with common contact-center telephony platforms. Developed by Xdroid Kft., a Budapest-based company founded in 2008, it targets enterprise contact centers and customer-care operations rather than individual users.
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
Xdroid VoiceAnalytics is custom pricing (contact sales); joinly is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Xdroid VoiceAnalytics | joinly |
|---|---|---|
| Core capability | Proprietary speech-to-text call transcription | MCP server that exposes meeting tools (join/leave, transcript, chat, audio control, snapshots) to AI agents |
| Standout feature | Sentiment and language-independent emotion analysis | Real-time transcription with timestamps and speaker information, subscribable for live updates |
| Team usage | Speaker separation and call categorization | Cross-platform support for Google Meet, Zoom, Microsoft Teams, and browser-based calls |
| Integrations | Keyword and semantic detection for compliance and QA | Modular speech-to-text and text-to-speech backends (Whisper, Deepgram, Kokoro, ElevenLabs) |
| Languages & capture | Real-time agent assist with automated call summarization | Model-agnostic: works with OpenAI, Anthropic, and local LLMs via Ollama |
| Best-fit workflow | Omnichannel text analytics for chat, email, and social | Docker-based self-hosting with optional CUDA GPU image |
Xdroid VoiceAnalytics
Choose Xdroid VoiceAnalytics if you need automated call-center quality monitoring and agent scoring — strengths include deep analytics tailored to contact-center quality management and compliance.
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.
Xdroid VoiceAnalytics
joinly
It depends on your workflow. Xdroid VoiceAnalytics is strong for automated call-center quality monitoring and agent scoring, while joinly is strong for building custom ai meeting agents that answer questions and run tasks during live calls. Both transcribe and summarize meetings.
Xdroid VoiceAnalytics is custom pricing 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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