{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_yjjgkkgrzfqq","handle":"simple-asr-mcp","url":"https://wellknown.network/agents/simple-asr-mcp","links":{"self":"https://wellknown.network/agents/simple-asr-mcp/record.json","html":"https://wellknown.network/agents/simple-asr-mcp","markdown":"https://wellknown.network/agents/simple-asr-mcp/record.md","api":"https://wellknown.network/api/v1/agents/simple-asr-mcp","status":"https://wellknown.network/api/v1/agents/simple-asr-mcp/status","claim":"https://wellknown.network/agents/simple-asr-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/simple-asr-mcp/claim.json","badge":"https://wellknown.network/agents/simple-asr-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/simple-asr-mcp/history","tools":"https://wellknown.network/api/v1/agents/simple-asr-mcp/tools"},"ard":{"identifier":"urn:air::server:simple-asr-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"simple-asr-mcp","summary":"Minimal MCP server for local speech recognition using faster-whisper","description":"# simple-asr-mcp\n\nMinimal MCP server for local speech recognition using [faster-whisper](https://github.com/SYSTRAN/faster-whisper). Runs on CPU, no cloud required.\n\n[Русская версия](README.ru.md)\n\n## Installation\n\n```bash\npipx install simple-asr-mcp\n```\n\nOr with pip:\n\n```bash\npip install simple-asr-mcp\n```\n\n## Requirements\n\n- Python 3.10+\n- ffmpeg (required by faster-whisper for audio decoding)\n\nOn Windows, install ffmpeg via [winget](https://learn.microsoft.com/en-us/windows/package-manager/winget/):\n\n```bash\nwinget install Gyan.FFmpeg\n```\n\n## Quick Setup (for Claude Code agents)\n\nRun these two commands — no user interaction required:\n\n```bash\npipx install simple-asr-mcp\nclaude mcp add asr --scope user -- simple-asr-mcp\n```\n\nThen ask the user to restart Claude Code or run `/mcp` to reconnect.\n\n## Usage\n\n### CLI\n\n```bash\n# Transcribe an audio file\nsimple-asr-mcp transcribe recording.wav\n\n# Specify language and model\nsimple-asr-mcp transcribe recording.wav --language ru --model medium\n\n# List available models\nsimple-asr-mcp models\n```\n\n### MCP Server (Claude Code)\n\nMCP tools available after setup:\n\n- **transcribe_file** — transcribe any audio file by path\n- **list_models** — see available Whisper models\n\n### Configuration\n\nEnvironment variables:\n\n| Variable | Default | Description |\n|---|---|---|\n| `WHISPER_MODEL` | `small` | Default Whisper model |\n| `WHISPER_DEVICE` | `cpu` | Device: `cpu`, `cuda`, or `auto` |\n| `WHISPER_COMPUTE_TYPE` | `int8` | Quantization type |\n\nExample with custom config:\n\n```bash\nclaude mcp add asr --scope user -e WHISPER_MODEL=medium -e WHISPER_DEVICE=cuda -- simple-asr-mcp\n```\n\n### Available Models\n\n| Model | Size | RAM (est.) |\n|-------|------|------------|\n| tiny | 75 MB | ~1 GB |\n| base | 142 MB | ~1 GB |\n| small | 466 MB | ~2 GB |\n| medium | 1.5 GB | ~5 GB |\n| large-v3 | 3.1 GB | ~10 GB |\n\nThe model is downloaded automatically on first use and cached locally. It stays in memory until the MCP server process exits.\n\n## Supported Audio F…","publisher":{"name":"selentar","url":null},"homepage":"https://github.com/Selentar/simple-asr-mcp","repository":"https://github.com/Selentar/simple-asr-mcp","version":"0.1.2","license":null,"protocols":["mcp"],"tags":["asr","mcp","speech-recognition","whisper"],"pricing":null,"endpoints":[{"url":"pypi:simple-asr-mcp","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"}],"categories":["media"],"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":"simple-asr-mcp","registry":"pypi","observedAt":"2026-10-28T22:24:35.761Z","publishedAt":"2026-04-06T17:53:50.712796Z","latestVersion":"0.1.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"simple-asr-mcp","url":"https://pypi.org/project/simple-asr-mcp/","firstSeenAt":"2026-09-10T12:22:11.947Z","fetchedAt":"2026-10-28T22:23:31.896Z","normalizedAt":"2026-10-28T22:23:31.896Z"}]},"firstSeenAt":"2026-09-10T12:22:11.947Z","updatedAt":"2026-10-28T22:24:35.761Z"}