Back to MCP Trust Indexm8ven
C
Emerging
74/100
8 hours ago

Korean Stats MCP

Enables AI assistants to retrieve real-time official Korean statistics from the KOSIS database through natural language queries, with source citations.

→ nagyeop/kosis_mcp· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. 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

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⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

nagyeop

Source: Glama

Is this your MCP?

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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.
🔐
You'll be asked for 2 credentials: KOSIS_API_KEY, MCP_AUTH_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.
🔐 secretKOSIS_API_KEY"env": { "": "발급받은_키" }
configCACHE_TTL_HOURS
configACCESS_LOG
configMCP_CORS_ORIGIN
configRATE_LIMIT_RPM
🔐 secretMCP_AUTH_TOKENnpx vercel env add # (권장) Bearer 인증
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployPORT
deployREDIS_URL
// 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

14/14 tools missing one or more hints — quick_stats (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); quick_trend (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); quick_rank (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +11 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.

License file

No license file

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

Tool test coverage

Only 1/14 tools referenced in tests (7%)

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

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 4 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/nagyeop-kosis-mcp-t5llci)](https://m8ven.ai/mcp/nagyeop-kosis-mcp-t5llci)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: abeec0c3aa9cd111e2a8a202799ac44e4283ff73
code hash: 4a2c19c3977cdaf8879d64b2465395ea91519251b119d6512e67372340c99410
verified: 8/19/2026, 9:15:22 AM
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