Data · Local MCP server
Refigure
Convert DOCX/XLSX to Markdown — native chart-data extraction, optional VLM for figures.
What the MCP Registry states
The entry as published to the official MCP Registry (read 2026-10-04), latest version.
- Registry name
io.github.HelgDemidov/refigure- Version
- 0.3.5
- Status
- Active
- Category
- data
- Transport
- stdio (local process), Streamable HTTP
- Package
- PyPI
- Published
- 2026-08-22
- Updated
- 2026-08-22
- Publisher
- HelgDemidov (GitHub)
- Repository
- github.com/HelgDemidov/refigure
- Source
- Registry API entry
Packages
How to connect Refigure
Refigure runs locally from a Python package published to PyPI: refigure version 0.3.5. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Python; clients usually start it with uvx (from uv) or after pip install — the usual command is uvx refigure.
Refigure runs locally from a Python package published to PyPI: refigure version 0.3.5. The package starts a local server that speaks MCP over Streamable HTTP; the client then connects to it by URL. Required arguments: --mcp-auth-token-file.
In the mcpServers JSON format that many desktop and editor MCP clients read, the entry looks like this (placeholders in angle brackets):
{
"mcpServers": {
"refigure": {
"command": "uvx",
"args": [
"refigure"
]
}
}
}Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect
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