SERVER

refigure

Rank #9,178

io.github.HelgDemidov/refigure

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

5 versions

by HelgDemidov (1 servers)View repository ↗Claim this server

First listed

Aug 21, 2026

Last publish date

Aug 22, 2026

OVERVIEW

refigure is a Model Context Protocol (MCP) server published by HelgDemidov. It ranks #9,178 of 132,046 servers tracked on MCP Toplist. refigure is listed across 2 registries — Official MCP and Glama, with 5 tracked versions. It was first listed on Aug 21, 2026 and most recently updated on Aug 22, 2026.

STANDING

#9,178of 132,046 tracked serversTop 10%

Ranks ahead of 122,868 of 132,046 servers on MCP Toplist.

CONNECT

Use refigure

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

Python package (PyPI)

claude mcp add refigure -- uvx refigure

Python package (PyPI)

claude mcp add refigure -- uvx refigure --transport http --mcp-auth-token-file --mcp-http-host 127.0.0.1 --mcp-http-port 8000

Python package (PyPI)

[mcp_servers.refigure]
command = "uvx"
args = ["refigure"]

Add to ~/.codex/config.toml.

Python package (PyPI)

[mcp_servers.refigure]
command = "uvx"
args = ["refigure", "--transport", "http", "--mcp-auth-token-file", "--mcp-http-host", "127.0.0.1", "--mcp-http-port", "8000"]

Add to ~/.codex/config.toml.

Python package (PyPI)

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

Add to claude_desktop_config.json (Settings → Developer → Edit Config).

Python package (PyPI)

{
  "mcpServers": {
    "refigure": {
      "command": "uvx",
      "args": [
        "refigure",
        "--transport",
        "http",
        "--mcp-auth-token-file",
        "--mcp-http-host",
        "127.0.0.1",
        "--mcp-http-port",
        "8000"
      ]
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config).

Python package (PyPI)

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

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Python package (PyPI)

{
  "mcpServers": {
    "refigure": {
      "command": "uvx",
      "args": [
        "refigure",
        "--transport",
        "http",
        "--mcp-auth-token-file",
        "--mcp-http-host",
        "127.0.0.1",
        "--mcp-http-port",
        "8000"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Python package (PyPI)

{
  "servers": {
    "refigure": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "refigure"
      ]
    }
  }
}

Save as .vscode/mcp.json in your workspace.

Python package (PyPI)

{
  "servers": {
    "refigure": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "refigure",
        "--transport",
        "http",
        "--mcp-auth-token-file",
        "--mcp-http-host",
        "127.0.0.1",
        "--mcp-http-port",
        "8000"
      ]
    }
  }
}

Save as .vscode/mcp.json in your workspace.

Python package (PyPI)

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

Add to ~/.codeium/windsurf/mcp_config.json.

Python package (PyPI)

{
  "mcpServers": {
    "refigure": {
      "command": "uvx",
      "args": [
        "refigure",
        "--transport",
        "http",
        "--mcp-auth-token-file",
        "--mcp-http-host",
        "127.0.0.1",
        "--mcp-http-port",
        "8000"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Python package (PyPI)

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

Python package (PyPI)

{
  "mcpServers": {
    "refigure": {
      "command": "uvx",
      "args": [
        "refigure",
        "--transport",
        "http",
        "--mcp-auth-token-file",
        "--mcp-http-host",
        "127.0.0.1",
        "--mcp-http-port",
        "8000"
      ]
    }
  }
}

BADGE

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Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.HelgDemidov%2Frefigure.svg)](https://mcptoplist.com/server/io.github.HelgDemidov%2Frefigure)

HTML

<a href="https://mcptoplist.com/server/io.github.HelgDemidov%2Frefigure"><img src="https://mcptoplist.com/badge/io.github.HelgDemidov%2Frefigure.svg" alt="MCP Toplist: Top 10% of 132,046" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 2 registries

Official MCP

Glama

ORGANIZATION

HelgDemidov

Organization

HelgDemidov

Servers in org

Versions across org

VERSIONS

Available versions (5)

Version	Published
0.3.5	Aug 22, 2026
0.3.4	Aug 22, 2026
0.3.3	Aug 22, 2026
0.3.2	Aug 22, 2026
0.3.1	Aug 21, 2026

FAQ

Frequently asked questions

Who maintains refigure?: refigure is maintained by HelgDemidov, which publishes 1 MCP server (5 total versions) tracked on MCP Toplist.
Is refigure listed on the Official MCP Registry?: Yes — refigure is listed on the Official MCP Registry, alongside Glama.
How many versions does refigure have?: MCP Toplist tracks 5 versions of refigure, most recently published on Aug 22, 2026.
Where can I find the source code for refigure?: The source code for refigure is hosted at github.com/HelgDemidov/refigure.

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