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"Automating Testing and Debugging for LLMs in Production" matching MCP servers:
- AlicenseAqualityAmaintenanceFast MCP Telegram — Production-grade Telegram MCP server with direct MTProto API, multi-user ACL, dual transport (stdio + HTTP SSE), voice transcription, and context-optimized design. One-command setup with uvx fast-mcp-telegramLast updated848MIT
- AlicenseAqualityBmaintenanceProvides browser automation, audio transcription, and LLM chat as MCP tools for any agent.Last updated7MIT
- AlicenseAqualityCmaintenanceProvides accurate meeting transcription with speaker diarization and multilingual support, allowing users to submit audio URLs, poll transcription status, get transcripts, and summarize via MCP tools in their IDE.Last updated81MIT
- AlicenseAqualityDmaintenanceExtracts and formats Bilibili video content into structured text, optimized for LLM processing and analysis.Last updated14MIT
- AlicenseAqualityDmaintenanceLocal speech-to-text transcription using Microsoft's VibeVoice-ASR model with speaker diarization, enabling audio transcription directly in AI tools like Claude Code, Cursor, and OpenCode.Last updated32MIT
- AlicenseAqualityFmaintenanceEnables LLMs to provide voice status updates via OpenAI TTS, ideal for background task progress reports.Last updated18MIT
- FlicenseAqualityDmaintenanceA Python-based server that provides access to Whissle API endpoints for speech-to-text, diarization, translation, and text summarization.Last updated52
- AlicenseAqualityDmaintenanceA cross-platform MCP server that enables Claude to speak using Microsoft Edge TTS with support for over 300 voices across 50+ languages. It requires no API keys and allows for customization of speech rate, volume, and pitch.Last updated32MIT
- AlicenseAqualityAmaintenanceOfficial MCP server for the Vocametrix voice analysis API. Gives AI assistants direct access to clinical voice metrics (AVQI, DSI, jitter/shimmer, CPP), pronunciation assessment, speech transcription, prosody similarity, and AI-powered therapy planning. More than 40 endpoints for SLPs, voice researchers, and healthtech developers.Last updated3996MIT
- AlicenseAqualityCmaintenanceUnofficial MCP server for Memobot, enabling access to user profile, recordings, transcripts, summaries, and account usage through reverse-engineered API endpoints.Last updated111MIT
- AlicenseAqualityAmaintenanceTranscribes videos from 1000+ platforms (YouTube, TikTok, Vimeo, etc.) and local video files using OpenAI's Whisper model, with support for 90+ languages and multiple output formats.Last updated83371MIT
Speak AI MCP Serverofficial
AlicenseAqualityBmaintenanceConnects Speak AI transcription and insight data to Claude and ChatGPT, enabling natural language queries for summaries, action items, and quotes from recordings.Last updated100348MIT- AlicenseAqualityDmaintenanceExtracts and formats Bilibili video content into structured text for LLM processing and analysis.Last updated14MIT
- FlicenseAqualityCmaintenanceGives Claude Desktop a maid personality with Japanese-accented text-to-speech, an interactive visual avatar with 16+ poses and animations, and speech recognition for voice input. Designed for fun rather than productivity.Last updated111
- AlicenseAqualityDmaintenanceAn MCP server that enables LLMs to generate spoken audio from text using OpenAI's Text-to-Speech API, supporting various voices, models, and audio formats.Last updated131MIT
Anam MCP Serverofficial
AlicenseBqualityFmaintenanceEnables managing AI personas, avatars, voices, and sessions from any MCP client, for integration with Anam AI.Last updated5429MIT- AlicenseBqualityDmaintenanceProvides intelligent transcript processing capabilities for Claude, featuring natural formatting, contextual repair, and smart summarization powered by Deep Thinking LLMs.Last updated419MIT
- AlicenseBqualityDmaintenanceAn MCP server that enables LLMs to access the NijiVoice API for text-to-speech generation, supporting features like fetching available voice actors and checking credit balance.Last updated32MIT
- AlicenseBqualityCmaintenanceDownloads YouTube audio and transcribes it locally using faster-whisper, saving transcripts as Markdown and JSON files for Obsidian and Hermes ingestion.Last updated4Apache 2.0