GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
제작자가 쓴 설명(영어 원문)
AI-powered app test automation for iOS, Android, Flutter, React Native, Web
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": {
"test-genie": {
"command": "npx",
"args": [
"-y",
"test-genie-mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add test-genie -- npx -y test-genie-mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"test-genie": {
"command": "npx",
"args": [
"-y",
"test-genie-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"test-genie": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"test-genie-mcp"
]
}
}
}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 MUSE-CODE-SPACE 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(2.0.3)은 10개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: GitHub, Desktop Commander, Cloudflare 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
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Built for vibe coders: one command, get a prioritized list of what's actually broken about your project.
Self-healing test automation for iOS, Android, Flutter, React Native and Web apps — as an MCP server.
v3.1.1 — vibe-check + honest auto-fix. One MCP call, ~30 seconds: race conditions + security issues + memory leaks + logic errors + perf smells, prioritized. Stays on your machine, no telemetry. Pass
autoFix: truefor the small, safe mechanical fixes (weak-hash, simpleMath.randomassignment) — backup + syntax-validate + rollback-on-syntax-fail. For test-verified application of harder fixes, use v3.0.0's iterate-fix loop.
You don't read the docs. You open the project, talk to Claude, and want a verdict. Here it is:
In Claude (with test-genie-mcp installed — setup):
/vibe-check /Users/me/my-app
Claude calls diagnose_project under the hood. ~30 seconds later you see:
# vibe-check report
server.js:7server.js:21db.query("... WHERE id = ?", [id])).UserProfile.tsx:16… (top 5 shown — full list at output: "detailed")
If any finding is autoFixable: true and is at high/critical severity, the diagnose_project call accepts autoFix: true to apply the mechanical replacement directly (with backup + syntax validation — see SAFETY.md for the exact guards). The v3.1.1 honest scope is narrow: weak hash (createHash('md5'|'sha1') → createHash('sha256')) and standalone Math.random() in security-sensitive files. For broader/structural fixes (race conditions, eval, exec injection) run run_iterative_fix_loop separately — it re-runs tests and auto-rolls-back on regression.
The bottleneck in mobile + cross-platform test automation isn't writing tests — it's the loop *between* a failing test and a passing test. test-genie closes that loop:
failing test → analyzer flags issue → fix proposed → dry-run + syntax check →
applied with backup → affected tests re-run → regression check → loop or stop
This full loop is the run_iterative_fix_loop tool. The diagnose_project autoFix: true path in v3.1.1 covers a strict subset — backup + dry-run + syntax-validate + apply, without re-running tests (so no test-regression rollback in that path). Use the right tool for the job — and see SAFETY.md for the exact guards on each.
Other tools (Detox, Maestro, Playwright, xcodebuild test) run tests. test-genie **runs tests *and* drives the fix until the bar is met or it can no longer make progress** — without you scrubbing through stack traces.
# 1. Install
npm install -g test-genie-mcp
{ "mcpServers": { "test-genie": { "command": "npx", "args": ["test-genie-mcp"], "env": { "TEST_GENIE_ALLOWED_ROOT": "/path/to/your/project" } } } }
Expected output (truncated):
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Iterative fix loop f8b3… — PAUSED-FOR-CONFIRMATION ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Iterations completed: 1 Fixes applied: 0 Regressions rolled back: 0 Final tests: 7/10 passing (3 failing)
Pending confirmations (3):
Resume token: f8b3…
Re-call with autoApply: true (or resumeToken: "f8b3…") to actually patch the files.
The flows below describe the `run_iterative_fix_loop` path (v3.0
headline) — full detect → propose → dry-run → apply-with-backup →
re-run-tests → rollback-on-regression. The
diagnose_project autoFix
path in v3.1.1 is the narrower mechanical-replacement-only path; see
SAFETY.md §4 for what that one actually touches.
A team adds setInterval(...) in a useEffect and forgets cleanup. test-genie's detect_memory_leaks flags it, suggest_fixes proposes return () => clearInterval(id) (src/tools/fixing/suggestFixes.ts:169-179), the loop dry-runs the patch through the TS compiler, applies with backup, re-runs only the affected snapshot test, confirms 100% pass, stops. Before: 1 failing snapshot. After: 0 failing, 1 fix applied, 1 backup at .test-genie-backups/.
dispose() automationAnimationController left undisposed. test-genie sees the missing dispose() override, generates a Dart @override dispose() { controller.dispose(); super.dispose(); } block (suggestFixes.ts:214-217), runs dart analyze on the patched file, applies, re-runs flutter test, converges.
self.timer = Timer.scheduledTimer(...) { _ in self.tick() } — rule-based detector flags closure self-capture, fixer rewrites to [weak self] _ in guard let self = self else { return }; self.tick() (suggestFixes.ts:239-242). If swiftc is on PATH the syntax check is real; otherwise test-genie reports "downgraded validation" so you know.
┌────────────────────┐
│ collect tests │ (run_scenario_test / supplied list) └─────────┬──────────┘ │ pass-rate ≥ threshold? ── yes ──▶ SUCCESS │ no ▼ ┌────────────────────┐ │ detect issues │ memory + logic analyzers └─────────┬──────────┘ │ ┌────────────────────┐ │ suggest fixes │ rule-based (default) → LLM (hybrid, optional) └─────────┬──────────┘ │ ┌────────────────────┐ │ dry-run + syntax │ TS compiler API / platform compiler / brace check └─────────┬──────────┘ │ ┌────────────────────┐ │ apply with backup │ per-file .test-genie-backups/ └─────────┬──────────┘ │ ┌────────────────────┐ │ re-run tests │ regression? yes → auto-rollback └─────────┬──────────┘ │ ▼ loop (≤ maxIterations, ≤ totalTimeout)
See [docs/ITERATE_FIX_LOOP.md](docs/ITERATE_FIX_LOOP.md) for a sequence diagram and the full safety-guard list.
| # | Tool | Mode |
|---|---|---|
| 1 | analyze_app_structure | real |
| 2 | generate_scenarios | real |
| 3 | create_test_plan | real |
| 4 | run_scenario_test | hybrid |
| 5 | run_simulation | simulated |
| 6 | run_stress_test | hybrid |
| 7 | detect_memory_leaks | real |
| 8 | detect_logic_errors | real |
| 9 | suggest_fixes | real |
| 10 | confirm_fix | real |
| 11 | apply_fix | real |
| 12 | rollback_fix | real |
| 13 | run_full_automation | hybrid |
| 14 | run_iterative_fix_loop (v3.0 headline) | hybrid |
| 15 | generate_report | real |
| 16 | get_pending_fixes | real |
| 17 | get_test_history | real |
| 18 | analyze_performance | real |
| 19 | analyze_code_deep | real |
| 20 | generate_cicd_config | real |
| 21 | `diagnose_project` (v3.1 headline — vibe-check) | real |
| 22 | detect_race_conditions | real |
| 23 | detect_security_issues | real |
mode legend in [docs/SIMULATION_VS_REAL.md](docs/SIMULATION_VS_REAL.md).
Plus 4 resources (test-genie://iteration-logs, …/test-history/{path}, …/iteration-logs/{loopId}, …/applied-fixes/{path}) and 3 prompts (full-test-pipeline, diagnose-failure, vibe-check).
Race conditions (detect_race_conditions / diagnose_project):
| Pattern | Language | Severity | Auto-fixable (v3.1.1) |
|---|---|---|---|
useState setter called after await without mount guard | TS/JS/React | high | no (structural) |
useEffect with async fetch, no AbortController/cleanup | TS/JS/React | high | no (structural) |
arr.forEach(async ...) (silent fire-and-forget) | TS/JS | medium | no (ordering-sensitive) |
Adjacent fetches without Promise.all / sequencing | TS/JS | medium | no |
TOCTOU: existsSync then readFileSync without lock | TS/JS Node | medium | no |
| Non-atomic counter increment in async context | TS/JS | low | no |
@Published mutation outside @MainActor | Swift | medium | no |
Concurrent DispatchQueue writes without .barrier | Swift | medium | no |
MutableStateFlow mutated off Dispatchers.Main | Kotlin | medium | no |
Flow collected without flowOn | Kotlin | low | no |
Goroutine + shared map without sync.Mutex | Go | high | no |
v3.1.1 honesty audit:
useEffect-no-abortandforEach-awaitwere
previously advertised as auto-fixable. They are not — wrapping with
AbortControlleror rewriting toPromise.all(arr.map(...))changes
behavior we can't verify statically. They are now report-only. See
SAFETY.md.
Security (detect_security_issues / diagnose_project):
| Pattern | Severity | CWE | Auto-fixable (v3.1.1) | |
|---|---|---|---|---|
| Hardcoded AWS / Stripe / GitHub / Google / Slack token | critical / high | CWE-798 | no (rotate) | |
| Hardcoded JWT secret literal | high | CWE-798 | no | |
| API token in URL query string | high | CWE-200 | no | |
.env file present but not gitignored | high | CWE-538 | no (rotation must follow) | |
SQL string concat with req.params / req.body | critical | CWE-89 | no | |
innerHTML / dangerouslySetInnerHTML with dynamic value | high | CWE-79 | no | |
eval() / new Function() with non-literal | critical | CWE-95 | no | |
Math.random() in security-sensitive file, standalone assignment | high | CWE-338 | yes (crypto.randomInt) | |
Math.random() mixed into arithmetic | high | CWE-338 | no (semantic) | |
| `createHash('md5'\ | 'sha1')` in security-keyword file | high | CWE-327 | yes ('sha256') |
| `createHash('md5'\ | 'sha1')` elsewhere | medium | CWE-327 | no (below severity floor) |
child_process.exec with user-input template literal | critical | CWE-78 | no | |
fetch(req.query.url) (SSRF) | high | CWE-918 | no | |
CORS * origin + Allow-Credentials: true | high | CWE-942 | no | |
Cookie set without httpOnly / secure / sameSite | low | CWE-1004 | no | |
yaml.load without safe schema | medium | CWE-502 | no |
v3.1.1 honesty audit:
.env/Math.random(general)/yaml.loadwere
previously advertised as auto-fixable. They were either too risky to
rewrite blindly or no strategy shipped — flipp
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