F
Warning
34/100
11 days ago

Warning. Serious findings were identified. Review the full report before connecting. 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

gaoflow

Source: github_code

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// key findings
🚨
Hardcoded credentials detected
1 live-looking API key in source: 1 AWS access key
🔐
You'll be asked for 1 credential: AWS_SECRET_ACCESS_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.
configXDG_CACHE_HOME
configGOOGLE_PROJECT
configGOOGLE_LOCATION
configCOLUMNS
configAWS_ACCESS_KEY_ID
🔐 secretAWS_SECRET_ACCESS_KEY
configAWS_BEARER_TOKEN_BEDROCK
// 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

13/13 tools missing one or more hints — mcp (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_image (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); toolsearch (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +10 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.

Tool inputs are validated

2/4 tool handlers declare input schemas (50%)

Declare an inputSchema with zod/joi/yup on every tool definition.

Tool handlers catch errors

Only 0/4 tool handlers wrap calls in try/catch (0%)

Wrap each tool handler body in try/catch and return a structured error response.

No hardcoded API keys

1 live-looking API key in source: 1 AWS access key

Move secrets to environment variables (process.env.X) or your secret manager.

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 6 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/gaoflow-pydantic-ai-groq-fix-0fh6sc?variant=verified)](https://m8ven.ai/mcp/gaoflow-pydantic-ai-groq-fix-0fh6sc)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: 0bb99d435dddd23cca369be09986a3bea35e6e70
code hash: 9a8691d2f0f66d20b255d93b13ad7b52bb419bc95e6f12886c9b76e4e2818f51
verified: 8/8/2026, 7:59:17 AM
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