Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Control plane MCP that dedups scanner output, rate-limits hosts, and runs non-destructive proofs.
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.
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": {
"keel": {
"command": "uvx",
"args": [
"keel-pentest"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add keel -- uvx keel-pentest프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"keel": {
"command": "uvx",
"args": [
"keel-pentest"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"keel": {
"type": "stdio",
"command": "uvx",
"args": [
"keel-pentest"
]
}
}
}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.
이 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 GitHub 계정 lutfizp 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
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.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
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(0.3.0)은 2개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Python (uv)도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Georgia MCP
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.
An MCP server for Georgian public data, read from the organizations that publish it.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Thirteen MCP tools. Semantic dedup. Per-host rate limits. Safe proofs that show what a hunter can do — without damaging the target.
Why Keel · Install · Clients · Proofs · Tools
Dumping 150 tools on an agent is easy. The hard problems are dedup across tools, exploitable vs noise, and not hammering the target. Keel is the control plane for those three.
An AI client talks to Keel, not to httpx, nuclei, or a shell. Keel drafts one wave at a time, enforces scope and rate limits, merges scanner hits into semantic cards, and runs GET-only playbooks on tester-owned data. When a playbook returns proven, you get a curl replay a hunter can follow — still without writes, shells, or payload spam.
Use it on programs you are authorized to test.
| Hard problem | What scanner dumps do | What Keel does |
|---|---|---|
| Dedup across tools | One Nuclei template id per row; the same IDOR appears five times | Semantic key from vulnerability class + normalized route + method + parameter. UUID/id/hex tokens collapse. Compatible observations merge. |
| Exploitable vs noise | High severity = "ship it" | Cards move through observed → hypothesis → corroborated → proven / refuted. Informational and hardening stay hidden. Typed exploitability names the missing evidence and the negative control. |
| Not hammering the target | Fire every template at once, retry on 429 | One active wave per host, token buckets, Nuclei concurrency 1, no OAST, no redirects, no unsigned templates, no dos/fuzz/bruteforce/intrusive tags. HTTP 429 becomes a cooldown. |
A wrapper that shells out to a huge toolbox does not have that layer. Keel does — in the scheduler, in the adapters, and in the proof broker.
flowchart TD
A[AI coding client] -->|stdio MCP| B[Keel] B --> C[Scope and rate gate] C --> W[Background job and wave scheduler] W --> H[httpx: one target] W --> N[nuclei: HTTP templates, bounded] C --> P[Proof broker: GET only] P --> T[Tester-owned resource] H --> S[Semantic card store] N --> S P --> S S --> Q[Triage and evidence states]
begin_engagement with the hostname you are authorized to test.draft_waves proposes reachability plus template micro-waves. No traffic yet.execute_wave returns a job immediately. Poll wave_status. cancel_wave kills the scanner.query_cards returns hunter-relevant cards. assess_exploitability says what would prove it.draft_proof then execute_proof run a GET-only playbook against tester data. proven means the invariant held. protected means the control worked.macOS (Homebrew). pipx is a separate tool — install it first. Apple's /usr/bin/python3 is often 3.9 and cannot install Keel.
brew install pipx python@3.12
pipx ensurepath
pipx install keel-pentest keel-pentest setup keel-pentest doctor
If python3.12 is already on the machine and you do not want Homebrew pipx:
python3.12 -m pip install --user pipx
python3.12 -m pipx ensurepath python3.12 -m pipx install keel-pentest
setup downloads ProjectDiscovery httpx and nuclei into ~/.keel/bin. Keel finds them there even when a GUI client has a thin PATH. No extra KEEL_HTTPX_BIN for a first scan.
Then point your MCP client at the keel-pentest executable:
claude mcp add --scope user --transport stdio keel -- keel-pentest
codex mcp add keel -- keel-pentest hermes mcp add keel --command keel-pentest
OpenCode: "command": ["keel-pentest"].
Python 3.10+. Do not pip install keel — that is a different project. OS notes and pip/venv: INSTALL.md. Client shapes: clients/README.md.
Optional later: KEEL_APPROVAL_FILE for a team manifest that pins scope, template IDs, and proof targets. Default mode is self-attested — begin_engagement is the authorization. Rate limits, one-wave-per-host, signed templates, and sanitized evidence still apply.
Scanner output is a hypothesis. Keel proves (or refutes) it with disposable tester accounts and a unique canary. Every playbook is GET-only, budgeted, and returns a curl replay. The replay is the report artifact: *if this is not fixed, a hunter with a normal account can do this*.
| Playbook | Proves | How, without damage |
|---|---|---|
cross_account_read | IDOR / BOLA | Tester A reads its canary; tester B GETs the same A-owned URL. Identical canary + 2xx = proven. 401/403/404 or 2xx without the canary = protected (refuted). |
reflected_marker | Reflected XSS / HTML injection | Inject a unique marker plus a harmless probe. Unescaped reflection = proven. HTML-encoded reflection = protected. Control GET must not already contain the probe. |
open_redirect_canary | Open redirect | Point the redirect parameter at https://keel-proof.invalid/ . A 3xx whose Location host is that canary = proven. |
unauth_access_probe | Missing authZ | Tester A baseline must show the canary; the same URL with no credentials must not. 2xx + canary unauthenticated = proven. |
own_session_marker | Reachability only | A reads its own canary. This is corroborated, never vulnerability proof. |
execute_proof stores status codes, canary booleans, truncation flags, hashes, hunter impact text, and the repro script. It does not persist response bodies or secrets.
Plant a non-secret canary in a tester-owned object before cross_account_read / unauth_access_probe. Reflected XSS and open redirect inject the marker themselves.
| Tool | Role |
|---|---|
begin_engagement | Register scope and traffic ceilings |
draft_waves | Propose reachability + template micro-waves; no traffic |
execute_wave | Queue one background job |
wave_status | Stage, progress, result; omit job_id to list |
cancel_wave | Stop a queued or running scanner |
query_cards | Prioritized semantic cards |
second_look | Re-run only the originating Nuclei template |
assess_exploitability | Candidate impact, missing evidence, negative control, playbooks |
state_impact | Record a hunter hypothesis |
draft_proof | Allowlisted proof plan; no traffic |
execute_proof | Run the GET-only playbook |
engagement_health | Cooldowns, budgets, pending waves |
engagement_audit | Append-only application events |
begin_engagement needs engagement_id and scope_hosts (plain hostnames, e.g. target.example). Defaults: 3 req/s, one host at a time, 120s / 120 requests per wave. allow_safe_proof=true enables proofs. Pass tester credential *names* only; put secrets in KEEL_CREDENTIALS_FILE.
Use only Keel MCP tools. Do not shell out to httpx, nuclei, curl, or exploit tools.
keel-pentest doctor
keel-pentest setup # if doctor reports missing httpx/nuclei
begin_engagement after a client restart restores the SQLite engagement. If you changed scope, use a new engagement_id.
Proofs need allow_safe_proof=true and, for session playbooks, KEEL_CREDENTIALS_FILE mapping names like tester-a to Authorization or Cookie.
##
MIT. Copyright (c) 2026 Lutfi Z.P.
PyPI: keel-pentest. MCP Registry: io.github.lutfizp/keel. Source: github.com/lutfizp/keel.
##