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io.github.ChloePark85/kr-groundtruth

REMOTE · KR-GROUNDTRUTH-MCP.VERCEL.APP · SCANNED SEP 24

Korean fact-verification tools for AI agents: business registration, address, DART, apt prices, laws

+3 this week 79 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security63
Transport & Reachability100
Schema Quality & AI Usability75
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 1041 tokens (~130/item across 8 items; 8 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management97
  • Stability observed for 29 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage86
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 59% of tool parameters carry a description.Partial
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 8 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 9 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a current MCP spec version (2026-07-28).Pass
Install

How do I install the io.github.ChloePark85/kr-groundtruth MCP server?

io.github.ChloePark85/kr-groundtruth is a hosted endpoint at https://kr-groundtruth-mcp.vercel.app/api/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · kr-groundtruth-mcp.vercel.app

# add to Claude Code
claude mcp add --transport http chloepark85-kr-groundtruth 'https://kr-groundtruth-mcp.vercel.app/api/mcp'
// .cursor/mcp.json
{
  "mcpServers": {
    "chloepark85-kr-groundtruth": {
      "url": "https://kr-groundtruth-mcp.vercel.app/api/mcp"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "chloepark85-kr-groundtruth": {
      "type": "http",
      "url": "https://kr-groundtruth-mcp.vercel.app/api/mcp"
    }
  }
}
# ~/.codex/config.toml
[mcp_servers.chloepark85-kr-groundtruth]
url = "https://kr-groundtruth-mcp.vercel.app/api/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "chloepark85-kr-groundtruth": {
      "type": "remote",
      "url": "https://kr-groundtruth-mcp.vercel.app/api/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add chloepark85-kr-groundtruth --url 'https://kr-groundtruth-mcp.vercel.app/api/mcp' --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  chloepark85-kr-groundtruth:
    url: "https://kr-groundtruth-mcp.vercel.app/api/mcp"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "chloepark85-kr-groundtruth": {
      "Transport": "http",
      "Url": "https://kr-groundtruth-mcp.vercel.app/api/mcp"
    }
  }
}
# add to Vellum
assistant mcp add chloepark85-kr-groundtruth -t streamable-http -u 'https://kr-groundtruth-mcp.vercel.app/api/mcp'
// mcp.json
{
  "mcpServers": {
    "chloepark85-kr-groundtruth": {
      "type": "http",
      "url": "https://kr-groundtruth-mcp.vercel.app/api/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 23 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.

  • 21 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.

  • 19 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 77 to 80. That category is still filling its 30-day observation window: 23 days of observed history at the previous scan, 24 at this one. The score rises as the window fills, whether or not the server changes.

  • 17 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 70 to 73. That category is still filling its 30-day observation window: 21 days of observed history at the previous scan, 22 at this one. The score rises as the window fills, whether or not the server changes.

  • 15 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.

  • 12 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes.

  • 10 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 47 to 50. That category is still filling its 30-day observation window: 14 days of observed history at the previous scan, 15 at this one. The score rises as the window fills, whether or not the server changes.

  • 8 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 40 to 43. That category is still filling its 30-day observation window: 12 days of observed history at the previous scan, 13 at this one. The score rises as the window fills, whether or not the server changes.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 24 Sept 2026 · Probed https://kr-groundtruth-mcp.vercel.app/api/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=*.vercel.app CN=WR1,O=Google Trust Services,C=US 29 Aug 2026 27 Nov 2026 RSA 2048 SHA256-RSA f7911168ffa7d0f4135e24792e7a52a8
SANs: *.vercel.app
CN=WR1,O=Google Trust Services,C=US (CA) CN=GTS Root R1,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 RSA 2048 SHA256-RSA 7fd9e2c2d2048a0474b627a26d0868a7
CN=GTS Root R1,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 19 Jun 2020 28 Jan 2028 RSA 4096 SHA256-RSA 77bd0d6cdb36f91aea210fc4f058d30d

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of kr-groundtruth-mcp.vercel.app. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
app. present 23684 8 Verified
vercel.app. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Header Value
strict-transport-security max-age=63072000; includeSubDomains; preload

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://kr-groundtruth-mcp.vercel.app/api/mcp Verified 200
http (plaintext) http://kr-groundtruth-mcp.vercel.app/api/mcp HTTPS enforced 308 https://kr-groundtruth-mcp.vercel.app/api/mcp
MCP tools · 8 exposed · ~882 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
apartment_trade_prices ~150

Cost: 3 credits/call (cache hit: 1). 국토교통부 아파트 매매 실거래가를 시군구(법정동코드 5자리) + 계약월(YYYYMM) 단위로 조회합니다. lawd_code는 search_address 결과의 lawd_code를 사용하세요 (예: 강남구 11680). deal_amount_krw는 원 단위 정수입니다.

NameTypeReqDescription
deal_monthstringyes계약년월 YYYYMM
lawd_codestringyes법정동코드 앞 5자리 (시군구)
pageinteger
per_pageinteger

No output schema declared.

No examples provided.

get_balance ~34

Cost: free. 현재 API 키 계정의 크레딧 잔액과 충전 URL 안내를 반환합니다.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

get_pricing ~39

Cost: free. 툴별 크레딧 비용, 크레딧 단가(KRW), 충전 방법을 반환합니다.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

lookup_corporation ~100

Cost: 2 credits/call (cache hit: 1). DART corp_code로 기업개황을 조회합니다: 정식 법인명, 대표자, 법인등록번호, 사업자등록번호, 주소, 업종코드, 설립일, 상장시장. corp_code를 모르면 먼저 search_corporation을 호출하세요.

NameTypeReqDescription
corp_codestringyesDART 고유번호 8자리

No output schema declared.

No examples provided.

search_address ~153

Cost: 1 credit/call (cache hit: 1). 도로명주소·지번주소·건물명 키워드로 공식 주소를 검색해 정규화합니다. 우편번호(postal_code), 행정구역코드(adm_code), 아파트 실거래가 조회용 법정동코드 5자리(lawd_code), 영문주소를 반환합니다. 예: '세종대로 209', '역삼동 736-1', '삼성전자 본사'.

NameTypeReqDescription
keywordstringyes검색 키워드 (도로명/지번/건물명)
pageinteger
per_pageinteger

No output schema declared.

No examples provided.

search_corporation ~93

Cost: 1 credit/call (cache hit: 1). 법인명으로 금융감독원 DART 등록 법인을 검색해 corp_code(8자리 고유번호)를 찾습니다. 상장사는 stock_code가 함께 반환됩니다. lookup_corporation의 corp_code 입력으로 사용하세요.

NameTypeReqDescription
limitinteger
namestringyes법인명 일부 또는 전체

No output schema declared.

No examples provided.

search_law ~120

Cost: 2 credits/call (cache hit: 1). 법제처 국가법령정보센터에서 현행 법령(법률·시행령·시행규칙)을 검색합니다. 법령ID, 소관부처, 공포/시행일, 상세 링크를 반환합니다. 예: '개인정보 보호법', '주택임대차보호법'.

NameTypeReqDescription
pageinteger
per_pageinteger
querystringyes법령명 검색어

No output schema declared.

No examples provided.

verify_business_registration ~193

Cost: 2 credits/call (cache hit: 1). 국세청 사업자등록번호 상태(계속사업자/휴업/폐업/미등록)와 과세유형을 조회합니다. 대표자명(representative_name)과 개업일(opened_date, YYYYMMDD)을 함께 주면 등록정보 진위확인까지 수행합니다. 한 번에 최대 100건. 결과 status: active | suspended | closed | not_registered.

NameTypeReqDescription
business_namestring진위확인용 상호 (선택)
business_numbersarrayyes사업자등록번호 목록 (하이픈 유무 무관)
opened_datestring진위확인용 개업일자 YYYYMMDD (단건 조회 시)
representative_namestring진위확인용 대표자명 (단건 조회 시)

No output schema declared.

No examples provided.

Common questions

What is the io.github.ChloePark85/kr-groundtruth MCP server?

io.github.ChloePark85/kr-groundtruth is an MCP server listed in the public MCP registry as io.github.ChloePark85/kr-groundtruth. Korean fact-verification tools for AI agents: business registration, address, DART, apt prices, laws. This page covers its hosted endpoint (https://kr-groundtruth-mcp.vercel.app/api/mcp).

Is the io.github.ChloePark85/kr-groundtruth MCP server safe to use?

io.github.ChloePark85/kr-groundtruth scores 79 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the io.github.ChloePark85/kr-groundtruth MCP server expose?

io.github.ChloePark85/kr-groundtruth exposes 8 tools: verify_business_registration, search_address, search_corporation, lookup_corporation, apartment_trade_prices, and 3 more. Their descriptions and schemas cost roughly 882 tokens of context every time the server is loaded.

Does the io.github.ChloePark85/kr-groundtruth MCP server require authentication?

No. We connected to io.github.ChloePark85/kr-groundtruth without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the io.github.ChloePark85/kr-groundtruth MCP server still maintained?

io.github.ChloePark85/kr-groundtruth is still listed as active in the MCP registry. We last reached this channel on 24 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.