"Understanding File Access" matching MCP connectors:

AI image processing: upscale, resize, crop, compress, convert file format, and generate SEO metadata

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

PDF, photo, email, and file comparison evidence checks with plain-language reports.

OCR, transcription, file extraction, and image generation for AI agents via MCP.

Hosted MCP server that gives AI agents (Claude, Cursor, Codex, etc.) access to the full Runware API — image generation, video generation, audio generation, 3D, upscaling, background removal, captioning, and more.

Video scene understanding for AI agents via the Primate Vision API.

Manage AI filmmaking projects, scenes, assets, and generations in Martini.