llm-vision-mcp (me9rez/llm-vision-mcp) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it yet. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100

llm-vision-mcp

Provides vision capabilities to text-only LLMs by analyzing image files via Qwen-VL and returning textual descriptions, with support for OCR, UI analysis, diagram/chart understanding, and code extraction through MCP stdio.

→ me9rez/llm-vision-mcp· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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Who stands behind it

me9rez

Source: Glama

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Install from

Glamanot scored here

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 1 credential: API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies1 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

lowvitest@4.1.10GHSA-82fw-gwwq-j7x9

Vitest: Path Traversal / Arbitrary File Read via @vitest/mocker Redirect Mock

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
🔐 secretAPI_KEY5. 令牌格式为 ms-xxxxxxxxxxxx，保留 ms- 前缀原样作为 使用
configBASE_URL支持任意 OpenAI 兼容的视觉模型供应商（默认 ModelScope 免费的通义千问VL，国内直连，每天 2000 次调用，单模型 500 次），可通过 / VISION_MODEL 切换
configMAX_TOKENS最大生成长度（正整数）
configTOOLS只启用部分工具（减少 agent 上下文占用）→ 见「工具白名单（）」。
configVISION_MODEL支持任意 OpenAI 兼容的视觉模型供应商（默认 ModelScope 免费的通义千问VL，国内直连，每天 2000 次调用，单模型 500 次），可通过 BASE_URL / 切换
// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/me9rez/llm-vision-mcp)](https://m8ven.ai/mcp/me9rez/llm-vision-mcp)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: a42c2b3cf7b4bc4242b374dd7cf422d63e7d5aa1
code hash: 2edcf169ca83dfe54ae97b85186edacabe7749c92bf14afb4a45ad8219529147
view raw JSON →
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