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Refigure

MCP server · by HelgDemidov

Data & Analytics Python v0.3.5

Convert DOCX/XLSX to Markdown — native chart-data extraction, optional VLM for figures

View source ↗ More servers

Install

Run one of the commands below, then add the client config underneath.

Pythonuvx refigure
Pythonuvx refigure

Client configuration

Paste into Claude Desktop, Cursor (mcp.json), VS Code or any MCP client, then restart the client.

mcpServers{
  "mcpServers": {
    "refigure": {
      "command": "uvx",
      "args": [
        "refigure"
      ]
    }
  }
}

About this server

Refigure is listed in the Data & Analytics category of the MCPNav directory. It is distributed as Python and can be loaded by any client that speaks the Model Context Protocol.

Typical uses include giving your assistant scoped access to the corresponding service so it can answer questions and take actions with real data instead of guessing. Always review what a server can access before you enable it — see our MCP security guide.

Frequently asked questions

What is the Refigure MCP server?

Refigure is an MCP server by HelgDemidov. Convert DOCX/XLSX to Markdown — native chart-data extraction, optional VLM for figures

How do I install Refigure?

Install it with: uvx refigure. Then add the JSON config to your client's MCP settings and restart the client.

Is Refigure free to use?

The MCP server itself is free to install. The source is public on https://github.com/HelgDemidov/refigure. Any third-party API it calls (such as a search or maps API) may require its own key and billing.

Which clients support Refigure?

Any MCP-compatible client can use it, including Claude Desktop, Cursor, VS Code, Windsurf and custom agents.