"Toll" matching MCP servers:

AI-powered music production toolkit enabling AI agents to generate, remix, separate stems, master tracks, and control DAWs via MCP.

Enables AI-powered music generation through natural language commands, supporting both inspiration mode (AI-generated lyrics and style) and custom mode (user-provided lyrics and parameters) to create songs with direct download links.

Enables AI agents to perceive and quantitatively verify physical hardware through USB webcams and RTSP/HTTP network streams, returning inline image content plus numerical metrics such as brightness, contrast, edge density, motion, SSIM baseline comparisons, and OCR text. Agents can watch feeds for visual conditions, correlate buffered frames with serial/log/MQTT events, and apply privacy masks and access controls.

Enables AI assistants to access and control network cameras to capture images and perform analysis including brightness detection, color distribution, and edge detection.

Enables AI agents to source real, license-labelled photos and video clips of the exact person, company, product, or place named in a script, with each candidate checked by a vision model and scored before returning download links or capture commands. It also plans b-roll across a whole transcript, matching each moment to the words it plays over.

Enables image and video processing through FFmpeg, including compression, format conversion, resizing, and batch processing operations for common media formats.