"How to Write Django Unit Tests" matching MCP servers:

Enables MCP-capable AI models to write, validate, and render Manic animations using the Manic platform's authoring guide and API, without any AI generation credits.

Enables AI assistants to convert CSS-animated SVGs into videos (MP4/WebM/MKV/MOV) and animated images (aPNG/GIF) with frame-accurate rendering and transparency support.

Enables conversion between Strudel mini-notation patterns and MIDI notes, allowing Claude to generate and manipulate musical patterns and write them into Ableton clips via integration with AbletonMCP.

A video enhancement MCP server that supports creating tasks, querying status, and synchronously enhancing videos with URL or local file input.

The first MCP server for Final Cut Pro. 53 tools that parse, edit, and generate FCPXML timelines via natural language. Health checks, flash frame detection, chapter markers, rough cuts, NLE export. 912 tests, MIT licensed.

MCP server for Blender that connects to the official Blender Lab add-on, exposing 27 tools for scene manipulation, object editing, materials, rendering, and Python execution through the add-on's actual wire protocol.

Lets Claude drive Adobe After Effects to build comps, animate layers, apply effects, write expressions, and render frames back so the model can see its own work.

A local MCP server bridging Bitwig Studio for agent-assisted music workflows, read-only by default with configurable write-policy gates.

MCP server for controlling TouchDesigner from AI coding agents like Claude Code and Codex CLI, enabling operator manipulation, parameter control, and screenshot capture.

An MCP server that converts Markdown files containing Mermaid diagrams into PDF documents by rendering diagrams as SVG images. It provides a specialized tool to automate document conversion while ensuring all visual charts are correctly embedded in the final output.

Enables conversion of YouTube videos to MP3 format through the Youtube To Mp315 API. Supports checking conversion status, retrieving video titles, and asynchronous video-to-audio conversion with customizable quality and time range settings.

A local MCP server for Cursor that converts Markdown files and Mermaid diagrams to JPEG images with configurable dimensions and quality.

Enables interaction with Volcengine's TOS (Object Storage) service through MCP protocol. Supports bucket management, object operations, pre-signed URLs, and media processing including image manipulation and video frame extraction.

Enables downloading videos from platforms like YouTube and converting them to text using OpenAI Whisper and ffmpeg. It supports multiple output formats including TXT, JSON, SRT, and VTT for transcriptions.

A Model Context Protocol server that converts PDF documents into PNG images through a simple MCP tool call.

Enables agents to create, inspect and edit Kdenlive project files, import and relink media, query installed MLT effects/transitions, author subtitles, and run asynchronous MLT renders, plus drive the live Kdenlive editor UI. Edits always write new files, and rendering is job-based with verification of the output.

A stdio MCP server for Claude Desktop that provides an interactive media player, a local command runner, and file read/write/edit tools.

Enables creating, editing, reading, and converting Word, Excel, PowerPoint, PDF, and plain-text documents, including live editing of open Office documents, template-based document generation, and high-fidelity PDF/PNG rendering.

A local MCP bridge that lets AI agents build and edit real TouchDesigner networks by creating and wiring operators, setting parameters and expressions, validating the network, and viewing rendered image previews to iterate on results.

Enables AI agents to control a Live2D desktop pet's expressions and actions via MCP protocol.