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73/100
2 months ago

Gemini Media MCP

MCP server for generating images and videos using Google Gemini and VEO models, with support for multiple AI models and credential modes.

→ CxOAGI/gemini-media-mcp· listed on glama

Limited view. Automated analysis covers part of this stack. Findings reflect what we verified. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

Limited view: static analysis for Python is partially covered.

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Who stands behind it

CxOAGI

Source: Glama

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Install from

Glama

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// 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: GEMINI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// 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.
configGCS_ALLOWED_BUCKETS
configVIDEO_GCS_BUCKET
configGOOGLE_GENAI_USE_VERTEXAI"-e", "=true",
configGOOGLE_SERVICE_ACCOUNT_JSON
configGOOGLE_APPLICATION_CREDENTIALS"-e", "=/credentials.json",
🔐 secretGEMINI_API_KEY"-e", "=your-api-key",
configRUNNING_IN_CONTAINER
configDATA_FOLDER"-e", "=/Users/yourusername/gemini-output",
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

5/5 tools missing one or more hints — generate_image (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); generate_video (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); generate_transition (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +2 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tests exist

No test files found

Add tests that exercise each declared tool.

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 3 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 Score](https://m8ven.ai/badge/mcp/cxoagi-gemini-media-mcp-14w5n4)](https://m8ven.ai/mcp/cxoagi-gemini-media-mcp-14w5n4)
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commit: a2ab18c0785a9d4598f1a47e0990025fe4257815
code hash: 91d1043b0e66c20ceb692f9b682cdc42c0176d061173a6ee23c4ee2bc8ea9637
verified: 6/16/2026, 1:27:06 PM
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