.docx files as HTML. This approach results in
faster, cheaper and more accurate edits.
The three primitives
Read document
Return a range of pages as HTML.
Search document
Regex-match blocks without loading the whole document.
Edit document
Apply
old → new edits as Word tracked changes.MCP server
The document is not a tool argument. Upload it once when you open a session,
then let the Vespper SDK auto-patch supported MCP clients so each call carries
the session metadata and the latest DOCX is retained automatically. The model
sees clean schemas and never spends context on DOCX bytes. The
Quickstart includes recommended auto-patching and manual wiring
for every framework and native integration. See
Document sessions for the underlying
protocol.
For coding agents
- Quickstart - framework (OpenAI Agents SDK, Mastra, Vercel AI SDK) and native loops
- API reference - endpoint,
_metatransport, parameters, and return shapes - llms.txt - machine-readable index

