EkaScribe: EkaScribe is an AI medical scribe by Eka Care that records doctor-patient conversations and automatically generates structured clinical notes, summaries, and prescriptions. 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 EkaScribe when doctors generating clinical notes and summaries automatically from patient consultations 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.
EkaScribe is an AI medical scribe by Eka Care that records doctor-patient conversations and automatically generates structured clinical notes, summaries, and prescriptions.
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.
EkaScribe is an AI-powered medical scribe developed by Eka Care, built for doctors and clinicians. It captures clinical consultations through live in-app voice recording or audio file upload, then transcribes the speech and converts it into structured clinical documentation such as consultation summaries, SOAP notes, and prescriptions rather than producing plain transcripts. The tool is built on Eka Care's in-house "Parrotlet" model and is designed for medical accents and noisy clinical environments, supporting 20+ languages including English, Hindi, Bengali, Telugu, Tamil, Marathi, Gujarati, Kannada, Malayalam, Punjabi, and Urdu, and handling code-mixed speech where doctors switch between English and regional languages. It is available as a web application, a Chrome extension, and a mobile app (Google Play). The Chrome extension enables one-click insertion of generated notes into web-based EMR systems, with clipboard copy-paste for offline systems, and it integrates with Eka Care's own Eka Doc EMR. It is aimed at doctors across specialties, with a particular focus on the Indian healthcare market.
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
EkaScribe 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 | EkaScribe | joinly |
|---|---|---|
| Core capability | Ambient/live voice recording and audio file upload capture | MCP server that exposes meeting tools (join/leave, transcript, chat, audio control, snapshots) to AI agents |
| Standout feature | Converts speech into structured clinical notes, SOAP notes, summaries, and prescriptions | Real-time transcription with timestamps and speaker information, subscribable for live updates |
| Team usage | Multilingual support for 20+ languages including code-mixed English and regional Indian languages | Cross-platform support for Google Meet, Zoom, Microsoft Teams, and browser-based calls |
| Integrations | Built on Eka Care's in-house 'Parrotlet' AI model tuned for medical accents and noisy clinical settings | Modular speech-to-text and text-to-speech backends (Whisper, Deepgram, Kokoro, ElevenLabs) |
| Languages & capture | Chrome extension for one-click note insertion into web-based EMR systems | Model-agnostic: works with OpenAI, Anthropic, and local LLMs via Ollama |
| Best-fit workflow | Available on web, Chrome extension, and Android mobile app | Docker-based self-hosting with optional CUDA GPU image |
EkaScribe
Choose EkaScribe if you need doctors generating clinical notes and summaries automatically from patient consultations — strengths include purpose-built for clinical documentation, producing emr-ready structured notes rather than raw transcripts.
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.
EkaScribe
joinly
It depends on your workflow. EkaScribe is strong for doctors generating clinical notes and summaries automatically from patient consultations, while joinly is strong for building custom ai meeting agents that answer questions and run tasks during live calls. Both transcribe and summarize meetings.
EkaScribe 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.
Sure. Running both makes sense when their strengths don't overlap and the budget allows.
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