"Methods to Improve Development Productivity Using MPC (Model Predictive Control)" matching MCP connectors:

Create long-form YouTube videos end to end: script, storyboard, voiceover, final MP4.

Give AI random access to video: timestamped contact sheets + zoom into any start/end range.

Render HTML, Markdown, or URLs to images, PDF, or branded artifacts; extract and watch pages.

Transcribe audio and video with Speechmatics speech-to-text from Claude and any MCP client.

Extract structured insights from videos, podcasts, articles, and PDFs with multi-model AI

Screenshot & HTML-to-PDF rendering API for AI agents — capture any URL or raw HTML as PNG/JPEG/PDF via a managed Chromium fleet. Free tier.

Video transcoding and document conversion for AI agents. Transcode to MP4 (H.264), WebM/VP9, ProRes 422, GIF, or MP3 audio. Convert PDFs, DOCX, PPTX, XLSX, HTML, Markdown, and images. Prepaid wallet with per-job billing — no FFmpeg, no storage, no infrastructure to manage.

AI audio tools for music producers — stem splitting, vocal removal, BPM & key detection, audio-to-MIDI, format conversion, trimming, video-to-audio extraction and AI song generation.

Transform and optimize images by resizing, compressing, and converting across multiple formats. Streamline complex editing workflows using a multi-step pipeline for efficient sequential processing.

The Reap MCP server connects your AI agent directly to your Reap workspace. Once connected, your agent can run the full pipeline for you — upload a video, generate clips, add captions, reframe, dub, transcribe, and publish to social platforms — all from inside your chat. Works with Cursor, Claude Code, VS Code, GitHub Copilot, Codex, Gemini CLI, and any other MCP-compatible agent.

A one-stop creative pipeline for AI agents: generate, upscale, enrich, sign, store, mint. 24 paid MCP tools powered by Stable Diffusion, Imagen 3, ESRGAN, and Gemini — plus 53K+ museum artworks from Alexandria Aeternum. Three payment rails, volume discounts, and a free trial to start.

Creative agent that plans and executes across image, video, audio, and motion graphics with agentic video editing, craft specializations, and multi-model orchestration.

130+ AI models for image, video, music, and audio — 18 model families, one RunAPI account.

Create shareable clips from public YouTube videos using exact start and end times.

Visualize • Animate • Explain Ever been stuck on a math problem you can’t quite picture? Wished you could illustrate an algorithm, but don’t have time to animate everything by hand? VideoZero generates the video you need to learn, visualize, and explain complex concepts.

Converts raster images (JPG/PNG/BMP/WEBP/AVIF) to SVG on the server, then exports to PDF/EPS/DXF/PNG/JPG/WEBP/AVIF. Two tracing engines (direct, planar) plus explicit detail-level, shape-style, and colour controls. Tools: vectorize_image, vectorize_batch, export_svg, get_usage, get_capabilities, get_status. Pay-per-conversion pricing, no subscription

run any ai model. compose agents, stack knowledge, connect tools. one api, pay per run.

Control Unreal Engine to browse assets, import content, and manage levels and sequences. Automate…

Generate music, separate stems, transcribe audio to MIDI, build Logic and Ableton sessions

Create videos with prompts, and use Rendley’s video editor to adjust anything you need.