{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_2nj523zn2tgh","handle":"workos-meeting-mcp-server","url":"https://wellknown.network/agents/workos-meeting-mcp-server","links":{"self":"https://wellknown.network/agents/workos-meeting-mcp-server/record.json","html":"https://wellknown.network/agents/workos-meeting-mcp-server","markdown":"https://wellknown.network/agents/workos-meeting-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/workos-meeting-mcp-server","status":"https://wellknown.network/api/v1/agents/workos-meeting-mcp-server/status","claim":"https://wellknown.network/agents/workos-meeting-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/workos-meeting-mcp-server/claim.json","badge":"https://wellknown.network/agents/workos-meeting-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:workos-meeting-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"workos-meeting-mcp-server","summary":"MCP server for meeting transcription & analysis — transcribe audio/video via faster-whisper, extract insights, generate notes.","description":"# Meeting MCP Server\n\nAn independent MCP (Model Context Protocol) server for meeting transcription and analysis. Transcribes audio/video files locally using **faster-whisper** and generates meeting insights, notes, and follow-up emails using any Ollama-compatible LLM.\n\n## Features\n\n- 🎙️ **Audio Transcription** — Transcribe MP3, WAV, M4A, OGG, FLAC, AAC, WMA files using faster-whisper (local, private)\n- 🎬 **Video Support** — Automatically extract audio from MP4, WebM, MKV, MOV, AVI files via ffmpeg\n- 📊 **Meeting Insights** — Extract structured data: summary, key decisions, action items, sentiment\n- 📝 **Meeting Notes** — Generate formatted markdown meeting notes\n- 📧 **Follow-up Email** — Draft professional follow-up emails\n- 🔒 **100% Local** — All transcription runs locally on CPU, no data leaves your machine\n\n## Installation\n\n```bash\npip install workos-meeting-mcp-server\n```\n\n### System Requirements\n\n- **ffmpeg** must be installed for video file support:\n  ```bash\n  # macOS\n  brew install ffmpeg\n  # Ubuntu/Debian\n  sudo apt-get install ffmpeg\n  # Docker — already included in WorkOS backend image\n  ```\n\n## Quick Start\n\n```bash\n# Basic usage (defaults to Ollama at localhost:11434)\nmeeting-mcp-server\n\n# With custom Ollama URL and model\nOLLAMA_URL=http://localhost:11434 \\\nOLLAMA_MODEL=qwen3 \\\nWHISPER_MODEL=small \\\nmeeting-mcp-server\n```\n\n## Environment Variables\n\n| Variable | Default | Description |\n|----------|---------|-------------|\n| `OLLAMA_URL` | `http://localhost:11434` | Ollama API endpoint for LLM analysis |\n| `OLLAMA_MODEL` | `qwen3` | LLM model name for analysis tasks |\n| `WHISPER_MODEL` | `small` | Whisper model size: `tiny`, `base`, `small`, `medium`, `large-v3` |\n| `UPLOAD_DIR` | `data/uploads` | Directory to scan for uploaded files |\n| `MEETING_LOG_LEVEL` | `INFO` | Log level |\n\n## Available Tools\n\n### `meeting_transcribe_audio`\nTranscribe an audio or video file using faster-whisper.\n\n**Parameters:**\n- `file_path` (string, required) — Path to the au…","publisher":{"name":"WorkOS Contributors","url":null},"homepage":"https://github.com/workos/workos-meeting-mcp-server","repository":"https://github.com/workos/workos-meeting-mcp-server","version":"1.0.0","license":null,"protocols":["mcp"],"tags":["mcp","meeting","transcription","whisper","model-context-protocol","ai-tools"],"pricing":null,"endpoints":[{"url":"pypi:workos-meeting-mcp-server","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"media.speech-recognition","name":"Speech Recognition","confidence":1,"provenance":"declared"},{"slug":"productivity.calendar","name":"Calendar & Scheduling","confidence":1,"provenance":"declared"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.802,"provenance":"derived"}],"categories":["dev","media","productivity"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"workos-meeting-mcp-server","registry":"pypi","observedAt":"2026-09-10T16:24:14.658Z","publishedAt":"2026-03-24T05:17:18.790434Z","latestVersion":"1.0.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"workos-meeting-mcp-server","url":"https://pypi.org/project/workos-meeting-mcp-server/","firstSeenAt":"2026-09-10T16:22:31.968Z","fetchedAt":"2026-09-10T16:22:31.968Z","normalizedAt":"2026-09-10T16:22:31.968Z"}]},"firstSeenAt":"2026-09-10T16:22:31.968Z","updatedAt":"2026-09-10T16:24:14.658Z"}