# io.github.HelgDemidov/refigure (pypi · refigure)

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

- Trust score: 36/100 (low)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-22

## Components

- pypi · `refigure`: 36/100 (this document), [markdown](https://verifymcp.io/servers/helgdemidov-refigure/refigure.md), [page](https://verifymcp.io/servers/helgdemidov-refigure/refigure)

## Channel facts

- Registry: `pypi`
- Package: `refigure`
- Version: `0.3.5`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-22.

- **Supply Chain Security**: 100/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs hatchling.build at install time, a recognised native-build step with no shell scripting around it.
  - 0 of 1 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 32/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - License check failed: the license (Apache Software License) isn't a recognized OSI-approved license.
  - Actively maintained (last published 0 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 0/100
  - Schema quality not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet.
- **Tool Coverage**: 0/100
  - Tool coverage not yet verified: we do not have a sandbox capture of the tool definitions this version of the package serves yet.
- **Capabilities**: 0/100
  - Protocol version not yet verified: we do not have a sandbox capture of the MCP handshake this version of the package performs yet.

**Unverified: 4 categories.** Categories scored 0 because our sandbox run of this package has not given us the schema these checks need to read. That is a gap on our side rather than a finding about the package, and we only credit what we can confirm, so the score stands at 0 until the capture succeeds. We are working through the fleet, so this normally clears without any action from you.

## Install

### How do I install the io.github.HelgDemidov/refigure MCP server?

io.github.HelgDemidov/refigure runs locally as a PyPI package, launched with uvx refigure. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add helgdemidov-refigure -- uvx refigure
```

### Cursor

```json
{
  "mcpServers": {
    "helgdemidov-refigure": {
      "command": "uvx",
      "args": [
        "refigure"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "helgdemidov-refigure": {
      "command": "uvx",
      "args": [
        "refigure"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add helgdemidov-refigure -- uvx refigure
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "helgdemidov-refigure": {
      "type": "local",
      "command": [
        "uvx",
        "refigure"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add helgdemidov-refigure --command uvx --arg refigure
```

### Hermes

```yaml
mcp_servers:
  helgdemidov-refigure:
    command: "uvx"
    args: ["refigure"]
```

### Netclaw

```json
{
  "McpServers": {
    "helgdemidov-refigure": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "refigure"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add helgdemidov-refigure -t stdio -c uvx -a refigure
```

### Other

```json
{
  "mcpServers": {
    "helgdemidov-refigure": {
      "command": "uvx",
      "args": [
        "refigure"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-22 (score 36, +15)

- [security improvement] Malware scan: unverified → pass
- [security] Stability: Stability not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet.
- [functional] Capabilities: Protocol version not yet verified: we do not have a sandbox capture of the MCP handshake this version of the package performs yet.
- [functional] Tool coverage: Tool coverage not yet verified: we do not have a sandbox capture of the tool definitions this version of the package serves yet.
- [functional] Schema quality: Schema quality not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet.
- [functional] Package version: 0.3.1 → 0.3.5
- [functional] Package version: 0.3.1 → 0.3.4
- [functional] Package version: 0.3.1 → 0.3.3
- [functional] Package version: 0.3.1 → 0.3.2

### 2026-08-21 (score 21)

First indexed and scored.

## MCP tools (0)

Tools for package channels are captured by running the package in an isolated sandbox. The most recent sandbox run could not capture a tool list from this package.

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/helgdemidov-refigure/refigure#diagnostics

## Score history

- 2026-08-22: 36
- 2026-08-21: 21

## Common questions

### What is the io.github.HelgDemidov/refigure MCP server?

io.github.HelgDemidov/refigure is an MCP server listed in the public MCP registry as io.github.HelgDemidov/refigure. Convert DOCX/XLSX to Markdown, native chart-data extraction, optional VLM for figures. This page covers its PyPI package (refigure).

### Is the io.github.HelgDemidov/refigure MCP server safe to use?

io.github.HelgDemidov/refigure scores 36 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 22 August 2026. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### Is the io.github.HelgDemidov/refigure MCP server still maintained?

io.github.HelgDemidov/refigure is still listed as active in the MCP registry. We last reached this channel on 22 August 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- PyPI project: https://pypi.org/project/refigure/
- Socket report: https://socket.dev/pypi/package/refigure
- Repository: https://github.com/HelgDemidov/refigure
- Changelog RSS feed: https://verifymcp.io/servers/helgdemidov-refigure/refigure.xml
- Changelog JSON feed: https://verifymcp.io/servers/helgdemidov-refigure/refigure.json
- HTML version of this page: https://verifymcp.io/servers/helgdemidov-refigure/refigure