"Prime Video" matching MCP servers:

Enables comprehensive video quality analysis including metadata extraction, GOP structure analysis, quality metrics comparison (PSNR, SSIM, VMAF), artifact detection, and transcoding effect assessment through FFmpeg-based tools.

MCP server for screen recording on macOS, iOS Simulator, and Android, with key-frame extraction via ffmpeg, enabling AI agents to capture UI motion and transient visual states.

Enables automated testing and demo video creation using Playwright, with login, session orchestration, narration, and video compilation.

Turn screen recordings into automated Playwright E2E reproduction tests, structured GitHub bug reports with clickable video timestamps, and SOP walkthroughs.

Local bug-reproduction video analysis tool that processes bug recordings frame-by-frame, producing a structured Bug Context Bundle, and exposes this capability over MCP for use by coding agents like VS Code and Claude.

MCP server that gives AI coding assistants the ability to see and interact with mobile devices. 49 tools for Android/iOS — AI-powered visual analysis (Claude + Gemini), smart tap/type by description, Flutter widget tree inspection, video recording, and test script generation. 4-tier element search with <1ms local matching. Free tier included, zero setup via npx.

Validates structured AI video briefs for subject, motion, camera, visual-detail, and audio-direction signals, then builds a portable preflight manifest. Runs locally over stdio and does not call any generation backend.

Quality gate for AI video renders: checks keyframes and clips for blur, flicker, frozen or black frames and look drift, and decides PASS / RETRY / SWITCH_TO_FALLBACK / HALT with a spend ledger.

Enables creating immersive, interactive websites from scratch and transforming existing sites into immersive experiences, with scroll-driven frame scrubbing, business modules, a video/frame pipeline, and automatic headless verification. Works across any MCP client such as Claude Code, Cursor, VS Code, Gemini CLI, and Codex.

Enables AI agents to operate and view the Vega Virtual Device through MCP: press remote keys, take screenshots, record video with sound, wait for screen changes, and check the TV safe area.

Enables an AI agent to inspect live browser scene graphs, materials, shaders, lights, textures, animation, performance and memory, preview changes without touching project code, and convert the approved ones into vanilla or React Three Fiber source. It also provides website audits, smooth video frame capture, and Playwright/Puppeteer helpers.

Enables AI agents to inspect Three.js and React Three Fiber scenes in a live browser and experiment with changes to objects, materials, shaders, textures, lighting, animation and performance without touching project code. Previewed adjustments can be converted into ready-to-paste vanilla Three.js or R3F source code, and the server also offers website performance audits, frame capture for video, and Playwright/Puppeteer helpers.

Enables AI agents to inspect and live-edit 3D browser scenes — objects, materials, shaders, lights, textures, animation, performance and memory — and to turn previewed tweaks into ready-to-paste React Three Fiber or vanilla code. It also adds website audits, virtualized 60 fps frame capture for video, and Playwright/Puppeteer helpers, with no changes required to the user's project.

Turns silent defects in AI-generated video and audio — wrong speaking pace, mismatched loudness, truncation, dead air, late captions, broken layout — into hard assertion failures inside tests and CI. Enables agents to check individual files or whole output directories against platform presets, returning pass/fail exit codes and human-readable bug reports instead of raw measurements.

Enables AI agents to inspect and edit Three.js scenes, materials, shaders, lights, textures, animation, performance, and memory in real time, with live previews convertible into vanilla Three.js or React Three Fiber code. Also supports website audits, video frame capture, and Playwright/Puppeteer workflows.

Enables AI agents to inspect and live-edit running Three.js or React Three Fiber scenes in the browser, covering objects, materials, shaders, textures, lights, animation, performance and memory without modifying the project. Previewed changes can be converted into ready-to-paste vanilla Three.js or React Three Fiber code, and it also supports website audits, video frame capture and Playwright helpers.

Enables AI agents to inspect live Three.js and React Three Fiber scenes, try material, shader, light and camera changes in the browser without touching project files, and then write the approved changes back into source code. It also covers performance and memory analysis, website audits, video frame capture, and Playwright/Puppeteer test helpers through 69 tools.

Enables AI agents to inspect, debug, and live-edit Three.js scenes — objects, materials, shaders, lights, animation, performance — in the browser, then convert those changes into ready-to-paste vanilla Three.js or React Three Fiber code without modifying the project. Also supports website audits, smooth video frame capture, and Playwright/Puppeteer integration.

Enables AI agents to inspect and edit live Three.js scenes — objects, materials, shaders, lighting, animation and performance — with zero project changes, previewing tweaks in the browser and converting them into ready-to-paste code. It also supports site performance audits, video frame capture, and Playwright/Puppeteer test integration.

Enables AI agents to inspect a running Three.js or React Three Fiber scene in the browser, preview material, shader, light and camera edits live, and turn approved changes into ready-to-paste source code. Also supports website performance audits, video frame capture, and Playwright/Puppeteer test hooks.