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

RegistryPackageVersionTransportEnvironment variables
PyPIrefigure0.3.5stdioNone declared
PyPIrefigure0.3.5HTTPNone declared

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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