io.github.HelgDemidov/refigure

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

What does this entry provide?

io.github.HelgDemidov/refigure is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 73/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding io.github.HelgDemidov/refigure to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.

Snapshot facts

Source: Official MCP Registry
Quality: 73/100
Install method: pypi
Repo: HelgDemidov/refigure
Repo updated: Aug 22, 2026

Install command

uvx refigure==0.3.5

Install method: pypi

Review the upstream source before running this command.

GitHub project

Quality

Repo stars

Repo updated

Aug 22, 2026

How is this score calculated?

Weighted across six dimensions, scored 0-100.
Provenance (25): listed in an official or curated registry.
Installability (25): a runnable install command beats a declared transport, which beats a source checkout.
Maintenance (20): recency of the last push; archived entries score zero here.
Adoption (20): repository stars on a log curve.

MCP manifest

{
  "_meta": {
    "io.modelcontextprotocol.registry/official": {
      "status": "active",
      "isLatest": true,
      "updatedAt": "2026-08-22T19:08:22.05513Z",
      "publishedAt": "2026-08-22T19:08:22.05513Z",
      "statusChangedAt": "2026-08-22T19:08:22.05513Z"
    }
  },
  "server": {
    "name": "io.github.HelgDemidov/refigure",
    "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
    "version": "0.3.5",
    "packages": [
      {
        "version": "0.3.5",
        "transport": {
          "type": "stdio"
        },
        "identifier": "refigure",
        "registryType": "pypi"
      },
      {
        "version": "0.3.5",
        "transport": {
          "url": "http://{--mcp-http-host}:{--mcp-http-port}/mcp",
          "type": "streamable-http"
        },
        "identifier": "refigure",
        "registryType": "pypi",
        "packageArguments": [
          {
            "name": "--transport",
            "type": "named",
            "value": "http",
            "description": "Use Streamable HTTP transport instead of the stdio default"
          },
          {
            "name": "--mcp-auth-token-file",
            "type": "named",
            "format": "filepath",
            "isRequired": true,
            "description": "Bearer-token file (one 'token = caller_id' pair per line) — refigure-mcp refuses to start over HTTP without one"
          },
          {
            "name": "--mcp-http-host",
            "type": "named",
            "default": "127.0.0.1",
            "description": "Bind host — loopback by default; a non-loopback value is accepted but logs a startup warning"
          },
          {
            "name": "--mcp-http-port",
            "type": "named",
            "format": "number",
            "default": "8000",
            "description": "Bind port"
          }
        ]
      }
    ],
    "repository": {
      "url": "https://github.com/HelgDemidov/refigure",
      "source": "github"
    },
    "description": "Convert DOCX/XLSX to Markdown — native chart-data extraction, optional VLM for figures"
  }
}

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