Gateway

Document OCR, captioning, and multi-modal chat: every visual capability behind one MCP server.

Pick a document type, page volume, and OCR model. See cost savings versus closed vision APIs.

2.5K image tokens per page; output includes reasoning at 2× OCR text.

Estimates vs typical OCR, Document AI, and frontier VLM pricing. Source: llm-prices.com

LLM routers and gateways route to 100s of LLMs, yet only a handful of VLMs, and often no OCR or classical CV models. Visual AI deserves its own stack.

One catalog spanning multi-modal inputs and multi-task outputs: OCR, detection, segmentation, pose, keypoints, and more.