Vespper ships DOCX MCP, a model fine-tuned specifically for editing Word documents and exposed as an MCP server. Where general agents struggle with tracked changes and formatting, Vespper targets the contracts and regulatory documents where a Word file is the actual deliverable, reporting three times faster and two times cheaper edits on its own benchmark.
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Let an agent revise Word documents without breaking formatting
Work with tracked changes instead of flattened text
Use a fine-tuned model rather than a general one for DOCX edits
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