Vespper DOCX MCP is a model fine‑tuned for editing Word documents, delivered as an MCP.
On internal tests it speeds up agent processing by 3× compared to the nearest competitor.
It also reduces cost by 2× while improving accuracy for document editing tasks.
Today we're launching Vespper DOCX MCP: the first model fine-tuned specifically for editing Word documents, shipped as an MCP. On our internal benchmark, it allows agents to be 3× faster, 2× cheaper, and more accurate than the closest alternative.