F
Warning
20/100
3 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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Code Verified⚡ Live Monitored: not connected

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⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

KimEunOh

Source: github_code

Is this your MCP?

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// key findings
🚨
Secret credentials may flow to a network call
1 flow detected: OPENAI_API_KEY. We can’t prove the destination matches the brand the credential belongs to.
🚨
Code appears obfuscated
26 files are unreadable to a human reviewer. Cannot audit what they do.
🔐
You'll be asked for 6 credentials: ANTHROPIC_API_KEY, OPENAI_API_KEY, DB_PASSWORD, TOGETHER_API_KEY, BROWSERBASE_API_KEY, SCRAPYBARA_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.
🔐 secretANTHROPIC_API_KEY
🔐 secretOPENAI_API_KEYyour_openai_api_key
configDB_USERNAME
🔐 secretDB_PASSWORD
configDB_HOSTNAME
configDB_PORT
configDB_NAME
configBASE_URLyour_groupware_api_base_url
configWIDTH
configHEIGHT
configDISPLAY_NUM
🔐 secretTOGETHER_API_KEY
configPROMETHEUS_URL
configAPI_URL
configAPI_TIMEOUT
configAPI_MAX_RETRIES
configAPI_RETRY_DELAY
configMAX_TOKENS
configCACHE_ENABLED
configCACHE_MAX_SIZE
configHOST
configLOCAL_RANK
configRANK
configWORLD_SIZE
configOPENAI_ORG
configPIN_MEMORY
configYOLOv5_DATASETS_DIR
configYOLOv5_AUTOINSTALL
configYOLOv5_VERBOSE
configNUMEXPR_MAX_THREADS
configOMP_NUM_THREADS
configTF_CPP_MIN_LOG_LEVEL
configTORCH_CPP_LOG_LEVEL
configKINETO_LOG_LEVEL
configKAGGLE_URL_BASE
configCUBLAS_WORKSPACE_CONFIG
configPYTHONHASHSEED
configCUDA_VISIBLE_DEVICES
🔐 secretBROWSERBASE_API_KEY
configBROWSERBASE_PROJECT_ID
🔐 secretSCRAPYBARA_API_KEY
configAPI_PROVIDER
configHIDE_WARNING
configCLOUD_ML_REGION
configCOMET_PROJECT_NAME
configCOMET_MODE
configCOMET_MODEL_NAME
configCOMET_UPLOAD_DATASET
configCOMET_LOG_CONFUSION_MATRIX
configCOMET_LOG_PREDICTIONS
configCOMET_MAX_IMAGE_UPLOADS
configCONF_THRES
configIOU_THRES
configCOMET_LOG_BATCH_METRICS
configCOMET_BATCH_LOGGING_INTERVAL
configCOMET_PREDICTION_LOGGING_INTERVAL
configCOMET_LOG_PER_CLASS_METRICS
configCOMET_DEFAULT_CHECKPOINT_FILENAME
configCOMET_OPTIMIZER_ID
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployNEXT_PUBLIC_INCLUDE_LEFT_SIDEBAR
deployNEXT_PUBLIC_INCLUDE_RIGHT_SIDEBAR
deployPORT
// 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

4/4 tools missing one or more hints — bashtool20250124 (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); computertool20241022 (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); computertool20250124 (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +1 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 test coverage

Only 0/4 tools referenced in tests (0%)

Write tests that reference each tool by name so every tool has at least one test.

Shell command execution

18 child_process/subprocess calls in production code — runs shell commands (03_cv-multimodal/OCR/yolov5/benchmarks.py:147, 03_cv-multimodal/OCR/yolov5/export.py:1399, 03_cv-multimodal/OCR/yolov5/val.py:286)

Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.

Readable source code

26 files appear obfuscated

Ship unminified, readable source.

Secrets not logged

6 secret values sent to console.log

Redact or omit secret values from log output.

Domain consistency

npm scope @fortawesome doesn't match GitHub owner kimeunoh

Use the same org name across GitHub, npm, and your homepage so users can verify the publisher.

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/kimeunoh-portfolio-14cfi3?variant=verified)](https://m8ven.ai/mcp/kimeunoh-portfolio-14cfi3)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: 4e7553d0bf579a648e40f1131b199ad27c6c6d9d
code hash: 1a2535d9c545dbed8c340c287096af1acce38c36c25cf00b90d4a766936bedb5
verified: 8/16/2026, 9:41:29 PM
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