tutorial-genai (lovehyun/tutorial-genai) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.

D
Caution
57/100
23 days ago

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.

How we verified

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

lovehyun

Source: github_code

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

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// key findings
🚨
Secret credentials may flow to a network call
1 flow detected: FLASK_API_URL. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 9 credentials: OPENAI_API_KEY, MYSQL_PASSWORD, MCP_API_TOKEN, SECRET_KEY, FLASK_SECRET, ANTHROPIC_API_KEY, SERPER_API_KEY, NAVER_CLIENT_SECRET, MARKET_TOKEN
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.
configFLASK_API_URL
🔐 secretOPENAI_API_KEY
configDB_TYPE
configSQL_MAX_ROWS
configSQLITE_PATH
configPGHOST
configPGPORT
configPGUSER
configPGPASSWORD
configPGDATABASE
configPGSSLMODE
configMYSQL_HOST
configMYSQL_PORT
configMYSQL_USER
🔐 secretMYSQL_PASSWORD
configMYSQL_DATABASE
configMYSQL_SSL_CA
🔐 secretMCP_API_TOKEN
🔐 secretSECRET_KEY
configFLASK_DEBUG
configFLASK_PORT
configFLASK_HOST
configUSE_LOG_SAMPLE
configLOG_SAMPLE_PATH
🔐 secretFLASK_SECRET
configHEALTH_POLL_SEC
configPROBE_TIMEOUT
configLOG_LEVEL
configGRADING_RESULT_FILE
configAPP_BASE_URL
configUSD_RATE_THRESHOLD
configWATCH_TICKER
configSTOCK_BUY_BELOW
configSCAN_ROOT
configENV_PATH
configINDEX_DB
🔐 secretANTHROPIC_API_KEY
🔐 secretSERPER_API_KEY
configNAVER_CLIENT_ID
🔐 secretNAVER_CLIENT_SECRET
configMARKET_URL
🔐 secretMARKET_TOKEN
configSELF_HOST
configMCP_HOST
configEXAM_DIRECTORY
configEXAM_CONFIG_PATH
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployPORT
deployDATABASE_URL
deployCLIENT_DSN
// 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

244/244 tools missing one or more hints — hello (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); add (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); now (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +241 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

184/237 tool handlers declare input schemas (78%)

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

Tool handlers catch errors

Only 29/237 tool handlers wrap calls in try/catch (12%)

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

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Tests exist

No test files found

Add tests that exercise each declared tool.

Shell command execution

8 child_process calls — runs shell commands

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

Secrets stay with their owner

1 secret/sensitive value flow into network calls (FLASK_API_URL → dynamic)

Audit where credentials are sent. A NOTION_TOKEN should only reach api.notion.com — never a third-party host.

Secrets not logged

2 secret values sent to console.log

Redact or omit secret values from log output.

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 9 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/lovehyun-tutorial-genai-yz3bhq?variant=verified)](https://m8ven.ai/mcp/lovehyun-tutorial-genai-yz3bhq)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: 581de70e8c0ab12ac585c4b08384e6986b1549eb
code hash: 62f71d0cc6f13d7e73b95eb2fcec8ddffc906cb862b59654f67963291a9d9cf1
verified: 8/8/2026, 8:05:23 AM
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