"Understanding and Writing Unit Tests" matching MCP servers:

Enables local video inspection and offline transcription with timestamped JSON and Markdown output, enforced filesystem boundaries, and reproducible content-addressed caching.

Enables Claude AI to control Ableton Live and Max for Live, allowing music production tasks like track management, MIDI editing, and pattern generation directly from conversation.

Discover audio and LLM services, compare seven voices, and check prices for free. Generate speech, transcribe audio and request LLM text with optional capped USDC payments on Base; voice-cloning requirements are also available.

Enables AI agents to analyze, summarize, and extract text from videos and images using the Qwen3-VL-8B-Instruct model deployed on Blaxel. It supports media analysis via URL, including video Q\&A and speech transcription capabilities.

A server that allows Claude to control audio playback on your computer, supporting MP3, WAV, and OGG files with features like play, list, and stop commands.

Enables an AI agent to compose chiptune music by directly reading and writing Lovely Composer's .jsonl project files, including melodies, bass, drums, chords, tempo, and loop points.

Enables AI assistants to control a live REAPER DAW session on macOS in real time, including track creation, MIDI writing, FX management, and transport control.

MCP server for reading, writing, and compiling music notation, enabling multi-agent collaboration on scores without conflicts.

Enables AI assistants to control Ableton Live through MCP, allowing MIDI writing, audio import, device parameter adjustment, clip arrangement, and playback control over a localhost-only connection.

MCP server that transcribes local media files and URLs via Deepgram, writing Markdown transcripts to disk with strict per-job cost ceilings and caching. It also provides a CLI and optional transcript formatting through a language model.

Enables reading and writing a running Ableton Live session by creating MIDI, device chains, automation, and arrangement markers while verifying each write by reading it back. It also measures the user's own projects and library to answer with counts and evidence rather than guesses.

Enables AI agents to produce professional promo videos by providing tools for capture, media search, scene writing, rendering, editing, and incremental revision.

Enables agents to control FL Studio through an MCP interface, including running Python inside FL, capturing screenshots, sending clicks and keystrokes, writing multi-channel piano roll notes, and building full arrangements from a song spec without moving the cursor.

An MCP server that turns Claude into a hands-on video editor for short-form videos, enabling music generation, script writing, voiceover synthesis, and video stitching with FFmpeg. It also features a text-to-documentary skill that converts long-form text into structured documentary videos.

An AI-powered creative studio for writing lyrics, finding beats, and tracking recording sessions, integrating with AI assistants via the Model Context Protocol.

MCP server for controlling Renoise via OSC. Lets Claude compose music by writing patterns, triggering notes, and controlling playback.

Enables asking questions about image, audio, or video files using state-of-the-art multimodal models. Powered by fal.ai for advanced media analysis and understanding capabilities.

An MCP server that enables analysis of local media files, including video, audio, and documents, by uploading them to EnriProxy for server-side extraction. It supports various complex file formats and provides structured model analysis for media types often unsupported by standard MCP clients.

Enables spoken conversations with Claude on a Mac: Claude speaks through speakers, listens to the user's natural replies, and transcribes them locally. No audio leaves the computer, and it includes tools for voice setup and a hands-free voice mode.

Generate music with Suno (v5.5) from any MCP client — async, and billed only on successful renders (a failed render auto-refunds). Hosted Streamable-HTTP server; tools generate_song / wait_for_song / check_song.