F
Warning
39/100
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

tarunmovva

Source: github_code

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// key findings
⚠️
Tool descriptions don’t match what handlers do
1 tool describes read intent but its handler mutates — simple_form_extraction (line 166: with open(output_path, 'w', encoding='utf-8') as f:)
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.
// 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.
configPYTHONIOENCODING
// 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 — simple_form_extraction (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); simple_form_filling (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); create_cover_letter (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.

Destructive tools are labelled

1 tool perform destructive updates without destructiveHint — simple_form_filling deletes at line 412 (temp_path.unlink())

Add destructiveHint:true to any tool whose handler calls .delete(), .upsert(), .update(), unlink, rm, DELETE, DROP, REPLACE INTO, or any operation that overwrites existing data.

Descriptions match behaviour

1 tool describes read intent but its handler mutates — simple_form_extraction (line 166: with open(output_path, 'w', encoding='utf-8') as f:)

Rename the tool, rewrite the description, or move the side-effect into a separate clearly-named tool.

Tool inputs are validated

3/5 tool handlers declare input schemas (60%)

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

Tool handlers catch errors

4/5 tool handlers wrap calls in try/catch (80%)

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

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 7 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/tarunmovva-job-application-automator-gsf09q?variant=verified)](https://m8ven.ai/mcp/tarunmovva-job-application-automator-gsf09q)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: 3b470cb8257f90f6d4c1544bfc73736128ad2a46
code hash: d55dca31ef9a996c5f8e54fd1cdc1b15f2ddfff0709a37f8d64adabb5d387ee7
verified: 8/8/2026, 8:29:05 AM
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