Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Explain fraud verdicts with evidence, surface account rings, and see who has burned other operators.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
KAIDN_API_KEY, KAIDN_API_URL, KAIDN_MCP_ALLOW_WRITES, KAIDN_MCP_MAX_QUOTA_CALLS비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"kaidn": {
"command": "npx",
"args": [
"-y",
"@kaidn/mcp"
],
"env": {
"KAIDN_API_KEY": "your-value",
"KAIDN_API_URL": "your-value",
"KAIDN_MCP_ALLOW_WRITES": "your-value",
"KAIDN_MCP_MAX_QUOTA_CALLS": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add kaidn --env KAIDN_API_KEY=your-value --env KAIDN_API_URL=your-value --env KAIDN_MCP_ALLOW_WRITES=your-value --env KAIDN_MCP_MAX_QUOTA_CALLS=your-value -- npx -y @kaidn/mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"kaidn": {
"command": "npx",
"args": [
"-y",
"@kaidn/mcp"
],
"env": {
"KAIDN_API_KEY": "your-value",
"KAIDN_API_URL": "your-value",
"KAIDN_MCP_ALLOW_WRITES": "your-value",
"KAIDN_MCP_MAX_QUOTA_CALLS": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"kaidn": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@kaidn/mcp"
],
"env": {
"KAIDN_API_KEY": "your-value",
"KAIDN_API_URL": "your-value",
"KAIDN_MCP_ALLOW_WRITES": "your-value",
"KAIDN_MCP_MAX_QUOTA_CALLS": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
KAIDN_API_URL envKAIDN_MCP_ALLOW_WRITES envKAIDN_MCP_MAX_QUOTA_CALLS env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 도메인 kaidn.io 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: KAIDN_API_KEY
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.4.0)은 2개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, AvaHR
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Read hiring data and create inactive assessment and questionnaire drafts for human review.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Model Context Protocol server for the [Kaidn](https://kaidn.io) fraud-scoring API.
Investigate fraud in plain English — *"why was this signup blocked?"*, *"what else has this device touched?"*, *"what's in the review queue this morning?"*
Node.js 18 or newer, and an API key from your Kaidn dashboard.
First, install the Kaidn MCP server with your client. Standard config works in most of the tools:
{
"mcpServers": { "kaidn": { "command": "npx", "args": ["@kaidn/mcp@latest"], "env": { "KAIDN_API_KEY": "your_key" } } } }
Claude Code
claude mcp add kaidn --env KAIDN_API_KEY=your_key -- npx @kaidn/mcp@latest
Claude Desktop
Add the standard config to claude_desktop_config.json, then restart Claude. Settings → Developer → Edit Config opens the file.
Cursor
Settings → MCP → Add new MCP Server, or add the standard config to .cursor/mcp.json in your project (or ~/.cursor/mcp.json for every project).
VS Code
code --add-mcp '{"name":"kaidn","command":"npx","args":["@kaidn/mcp@latest"],"env":{"KAIDN_API_KEY":"your_key"}}'
Windsurf
Add the standard config to ~/.codeium/windsurf/mcp_config.json.
Cline
Add the standard config to cline_mcp_settings.json via the MCP Servers icon → Configure MCP Servers.
Zed
Add to settings.json under context_servers, using the same command, args and env as the standard config.
Anything else
Any MCP client takes a command, args and an env block. Use the standard config above. If the client can only reach the server over the network rather than spawning a process, see Streamable HTTP.
| Option | Environment variable | Default | Purpose |
|---|---|---|---|
KAIDN_API_KEY | *required* | Your secret key. Environment only — never a flag, never a tool argument. | |
KAIDN_API_URL | https://api.kaidn.io | API base URL | |
--allow-writes | KAIDN_MCP_ALLOW_WRITES=1 | off | Register the mutating tools |
KAIDN_MCP_MAX_QUOTA_CALLS | 100 | Quota ceiling per process | |
--http | KAIDN_MCP_TRANSPORT=http | stdio | Serve Streamable HTTP |
--host | KAIDN_MCP_HOST | 127.0.0.1 | HTTP bind address |
--port | KAIDN_MCP_PORT | 8765 | HTTP port |
KAIDN_MCP_HTTP_TOKEN | unset | Require Authorization: Bearer on HTTP | |
--help | Show usage | ||
--version | Show the version |
Precedence: CLI flags override environment variables.
The API key is deliberately env-only. A key passed as a flag leaks into process listings and shell history.
| Transport | Use it for | Endpoint |
|---|---|---|
| stdio *(default)* | local clients that spawn a subprocess | — |
| Streamable HTTP | remote agents, containers, anything off-machine | POST /mcp |
HTTP+SSE is deliberately absent: deprecated in the 2025-03-26 spec and sunset in June 2026.
npx @kaidn/mcp@latest --http --port 8765
Stateless — a fresh server per request, nothing shared between callers — so it sits behind a load balancer without surprises. GET /health is unauthenticated so an orchestrator can check liveness without holding the token.
docker build -t kaidn-mcp .
# stdio — behaves like the npx invocation
docker run -i --rm -e KAIDN_API_KEY=your_key kaidn-mcp
docker run --rm -p 8765:8765 \ -e KAIDN_API_KEY=your_key \ -e KAIDN_MCP_TRANSPORT=http \ -e KAIDN_MCP_HOST=0.0.0.0 \ -e KAIDN_MCP_HTTP_TOKEN=your_token \ kaidn-mcp
Multi-stage build, runs as the unprivileged node user, with a healthcheck.
The server holds your API key. Whoever can reach it can spend your quota, so the defaults are conservative and the guards fail closed rather than warning.
KAIDN_MCP_HTTP_TOKEN is set. It stops with an explanation rather than quietly exposing your account.add_to_list and label_outcome exist only with --allow-writes.Two things govern every tool: whether it spends quota, and whether it changes anything.
| Tool | Cost | What it does |
|---|---|---|
get_stats | free | Verdict, score and reason rollups over a rolling window. Start here. |
list_events | free | Scored events, newest first, filterable by verdict or type, searchable by fingerprint or user id |
explain_event | free | Every check that fired on one event, with the raw evidence |
triage_queue | free | Everything on review, highest score first |
get_config | free | Effective weights and thresholds for this tenant |
investigate_entity | 1 row¹ | Enrichment, network reputation and related events for one entity |
check_email | 1 row | Disposable domain, deliverability, fraud score, abuse history |
check_ip | 1 row | Proxy, VPN, Tor, datacenter ASN, geo, abuse history |
check_phone | 1 row | Validity, line type, carrier, fraud score |
score_event | 1 row | Score a new event (also records it) |
¹ Free when the entity is a device_id; enrichment only costs on email or IP.
--allow-writes| Tool | What it does |
|---|---|
add_to_list | Add an entity to the allow or block list |
label_outcome | Report a confirmed fraud / chargeback / legit outcome |
The tools are designed to be chained. These are the flows they were built for.
You: What happened overnight, and what needs me?
The model calls get_stats for the shape of the last 24 hours, then triage_queue for the events sitting on review, then explain_event on the worst one. You get a ranked list with the reasoning attached, rather than a dashboard you still have to read.
You: Event
evt_8f21c— a customer says they were wrongly blocked.
explain_event returns every check that fired with its raw evidence — the datacenter ASN it matched, how many accounts shared the device, the velocity count. Enough to answer the customer, or to conclude the rule was wrong and needs tuning.
You: Is
194.x.x.xa one-off or part of a ring?
investigate_entity returns enrichment and network reputation for the IP plus every recent event it appears in. If the same device ids keep recurring, that is a ring rather than a coincidence.
You: If I dropped the velocity weight, what would stop being blocked?
get_config reads the current weights; list_events with verdict: "block" shows what is currently caught. The model can tell you which of those hang on the check you are about to weaken.
Failures come back as tool errors with a readable message, not exceptions — the model can act on them.
| You see | Meaning | Fix |
|---|---|---|
KAIDN_API_KEY is not set | Server started without a key | Set it in the client's env block |
Kaidn error: 401 … | Key rejected | Rotate or re-copy it from the dashboard |
Kaidn error: 429 … | Rate limited | Slow down; per-key throttling is by the minute |
Session quota ceiling reached (100/100 …) | The guard stopped an expensive run | Raise KAIDN_MCP_MAX_QUOTA_CALLS deliberately, or restart |
No event in the most recent 200 events | Event is older than the scan window | Page back with list_events using offset |
Supply exactly one of email, ip or device_id | Ambiguous investigation | Ask about one entity at a time |
Refusing to bind without authentication | Non-loopback HTTP with no token | Set KAIDN_MCP_HTTP_TOKEN, or bind 127.0.0.1 |
Errors never contain your API key.
The client shows no tools. Check the client's MCP log for the startup line. kaidn-mcp: ready (stdio, …) on stderr means the server is up and the problem is on the client side. Nothing at all usually means npx could not resolve the package or Node is older than 18.
It starts, then exits immediately. Almost always a missing KAIDN_API_KEY. The message says so on stderr; some clients hide stderr, so run it in a terminal to see it.
`add_to_list` and `label_outcome` are missing. Working as designed. They need --allow-writes.
`set_config` and `forget_subject` are missing. Also by design, and they are not available in any mode. See SECURITY.md.
HTTP mode refuses to start. You bound something other than loopback without a bearer token. That is the guard working — the process holds your API key.
Everything is slow. The enrichment checks make live upstream calls. get_stats, list_events, explain_event and triage_queue are free and fast; prefer them when reading history.
Check the server independently of the client:
node dist/index.js --help # no key required
KAIDN_API_KEY=your_key npm start # should print a ready line
git clone https://github.com/Kaidn-io/kaidn-mcp.git
cd kaidn-mcp npm install npm run build npm test
claude mcp add kaidn --env KAIDN_API_KEY=your_key -- node 앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요