Refigure

Overview

Refigure is a Model Context Protocol (MCP) server: Convert DOCX/XLSX to Markdown — native chart-data extraction, optional VLM for figures. As an MCP server it plugs straight into AI assistants, exposing its functionality as tools the model can invoke on your behalf.

It runs locally: the Python package refigure (via uvx) speaks MCP over stdio on your machine. No credentials are required — it works out of the box. The current release is v0.3.5, published under the Apache-2.0 license, with source at HelgDemidov/refigure on GitHub.

You'll find Refigure in the Development category here on mcp.site; it connects to Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, Zed, and any other MCP client — see the install snippets below. If you maintain Refigure for HelgDemidov, claim this listing to verify ownership, earn the Verified badge, and keep the details current.

Installation

// claude_desktop_config.json
{
  "mcpServers": {
    "refigure": {
      "command": "uvx",
      "args": [
        "refigure"
      ]
    }
  }
}