gemini-vision-mcp-safe (nianshou555qiansui/gemini-vision-mcp-safe) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: there is no public source to read and no endpoint we can reach, so there is nothing for us to inspect. No publisher has claimed this listing.

Back to MCP Trust Indexm8ven
C
Caution
74/100
2 months ago

gemini-vision-mcp-safe

A privacy-conscious MCP server that enables image analysis via Google Gemini with safety features like two-step confirmation and SSRF defenses.

→ nianshou555qiansui/gemini-vision-mcp-safe· listed on glama

Caution. Specific findings reduced this grade. They are listed on the page. 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

nianshou555qiansui

Source: Glama

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// key findings
⚠️
Known vulnerabilities in dependencies: 2 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
✅
2 tools verified — handlers match their declared behaviour
2 read-only tools verified — handlers contain no write/delete/exec
✅
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: GEMINI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies2 high1 low

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

highundici@8.3.0GHSA-38rv-x7px-6hhq

undici WebSocket client vulnerable to denial of service via cumulative fragment bypass

highundici@8.3.0GHSA-vmh5-mc38-953g

undici vulnerable to TLS certificate validation bypass via dropped requestTls in SOCKS5 ProxyAgent

lowundici@8.3.0GHSA-pr7r-676h-xcf6

undici vulnerable to cross-user information disclosure via shared cache whitespace bypass

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.
🔐 secretGEMINI_API_KEY(required) Your key from Google AI Studio.
configGEMINI_VISION_ALLOW_LOCAL_FILEtrue Set false to refuse local file inputs.
configGEMINI_VISION_ALLOW_URLtrue Set false to refuse URL inputs entirely.
configGEMINI_VISION_BLOCK_LOCAL_URLStrue Set false to disable SSRF/private-IP blocking (not recommended).
configGEMINI_VISION_MODELmodel no Override the model for this call (e.g. gemini-2.5-flash). Falls back to .
configHTTPS_PROXYProxy aware via / HTTP_PROXY. Useful where Google APIs
configHTTP_PROXYProxy aware via HTTPS_PROXY / . Useful where Google APIs
confighttp_proxy
confighttps_proxy
// quality suggestions

Tests exist

No test files found

Add tests that exercise each declared tool.

Production dependencies are patched

0 critical, 2 high severity in production deps — undici@8.3.0 (high), undici@8.3.0 (high)

Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// 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.
// improvement guidance — verified publishers only
We have 2 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Verified](https://m8ven.ai/badge/mcp/nianshou555qiansui-gemini-vision-mcp-safe-1a6gyn?variant=verified)](https://m8ven.ai/mcp/nianshou555qiansui-gemini-vision-mcp-safe-1a6gyn)
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commit: f319bf9523eac8a6e2f98b729ecb173d9300f3b0
code hash: edb8ea8ed8d4e09a398f04c706ade9863b7efaa42d61005e80e8d96965f34535
verified: 6/19/2026, 10:48:26 AM
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