Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Wraps the ShimGuard CLI as a single generic MCP tool for agent-shim provenance checks.
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": {
"shimguard": {
"command": "uvx",
"args": [
"shimguard-cli",
"shimguard-mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add shimguard -- uvx shimguard-cli shimguard-mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"shimguard": {
"command": "uvx",
"args": [
"shimguard-cli",
"shimguard-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": {
"shimguard": {
"type": "stdio",
"command": "uvx",
"args": [
"shimguard-cli",
"shimguard-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 RudrenduPaul 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(0.1.5)은 3개월 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, Date Math
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.
Exact date/time math for agents: business days, holidays, time zones, cron, RRULE, SLA. x402 paid.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Verify that a GitHub issue closed as "fixed" actually has a merged fix, before you trust the tracker.
npx shimguard-cli verify sybil-solutions/codex-shim --issues 38,41,42,43,45,46
That single command against the real sybil-solutions/codex-shim repo (1,000+ stars) turns up 6 MISMATCH results: 6 security issues, each closed with a "Fixed in PR #52" comment, where PR #52 was never actually merged. The vulnerable code is still in main today. Nobody reading the closed issues would know.
Reading an issue tracker, you trust two signals: the issue's state (open or closed) and the maintainer's closing comment ("fixed in #N"). Neither signal is verified against reality by GitHub itself. A maintainer can close an issue citing a PR that never merged, an automated bot can close on a "fixes #N" keyword in a PR description before that PR lands, or a fix can get reverted after the issue was already closed. Any of these leaves a tracker saying "fixed" about a bug that is still live.
ShimGuard checks the one thing a human skimming issues does not: does the PR the tracker cites as the fix actually show merged: true? It is a small, mechanical, unambiguous check, not a heuristic or a guess.
ShimGuard ships two independent, equally first-class packages -- pick whichever fits your toolchain, or install both. Neither is deprecated in favor of the other; both implement the same "closed issue cites Fixed in PR #N, is #N actually merged" check against the same GitHub REST API.
# npm -- JavaScript/TypeScript CLI + library
npm install -g shimguard-cli
npx shimguard-cli verify / --issues
pip install shimguard-cli
The npm CLI requires Node.js 18 or later (uses the built-in fetch API). The Python package's CLI entry point is also shimguard (e.g. shimguard verify sybil-solutions/codex-shim --issues 45,46); see python/README.md and docs/getting-started.md for the Python-specific walkthrough, and CHANGELOG.md for each distribution's version history.
shimguard verify sybil-solutions/codex-shim --issues 38,41,42,43,45,46
ShimGuard v0.1 -- Tracker Verification: sybil-solutions/codex-shim
[MISMATCH] Issue #45 "_resolve_api_key silently falls back to Cursor API key for any model with an empty api_key, forwarding it to arbitrary upstream URLs" https://github.com/sybil-solutions/codex-shim/issues/45 Cited fix: PR #52 (open, not merged) Issue is closed and cites PR #52 as the fix, but that PR is open and was never merged.
Summary: 6 MISMATCH, 0 MATCH, 0 UNVERIFIED (6 checked)
Exit code is 1 when any MISMATCH is found (useful for gating CI), 0 when every checked issue's claimed fix actually merged, 2 on a usage or network error.
ShimGuard is not just a gotcha finder: run it against a mix of issues and it correctly reports MATCH, UNVERIFIED, and MISMATCH side by side, exiting 0 whenever nothing is provably broken -- exactly the signal a CI gate needs.
For an even stronger check, point ShimGuard at the specific file and pattern an issue named as the vulnerable code:
cat > patterns.json <<'EOF'
{ "45": { "path": "codex_shim/settings.py", "pattern": "cursor_key_fallback" } } EOF
shimguard verify sybil-solutions/codex-shim --issues 45 --patterns patterns.json
If the PR is merged but the cited pattern is still present in the file at HEAD, ShimGuard still reports MISMATCH: a merged PR does not guarantee the specific vulnerable line was actually removed.
[!WARNING]
patternis compiled as a JavaScriptRegExp, andpathis validated to
stay within the target repo (no
..traversal to a different repo or API
endpoint). Only point
--patternsat files you wrote or reviewed
yourself. See SECURITY.md.
Usage: shimguard [options] [command]
Verify that GitHub issues closed as "fixed" actually have a merged fix. Catches security issues marked fixed whose PR was never merged.
Options: -V, --version output the version number -h, --help display help for command
Commands: verify [options] Check whether closed issues in a repo actually have a merged fix help [command] display help for command
Usage: shimguard verify [options]
Check whether closed issues in a repo actually have a merged fix
Arguments: repo target repo as / , e.g. sybil-solutions/codex-shim
Options: --issues comma-separated issue numbers to check, e.g. 38,41,42 --patterns JSON file mapping issue number -> {path, pattern} for an optional code-pattern check --token GitHub token for higher API rate limits (defaults to $GITHUB_TOKEN) --format output format: text or json (default: "text") -h, --help display help for command
--format json output is stable and designed for scripts and AI agents to parse directly:
{
"repo": "sybil-solutions/codex-shim", "checked": 1, "summary": { "mismatch": 1, "match": 0, "unverified": 0 }, "results": [ { "issue": { "number": 45, "title": "...", "state": "closed", "htmlUrl": "..." }, "citedPullRequest": { "number": 52, "state": "open", "merged": false, "htmlUrl": "..." }, "patternCheck": null, "verdict": "MISMATCH", "reason": "Issue is closed and cites PR #52 as the fix, but that PR is open and was never merged." } ] }
ShimGuard ships a Model Context Protocol server, so an MCP-compatible agent (Claude Desktop, Claude Code, Cursor, or any other MCP client) can call it as a tool instead of shelling out to the CLI and parsing text. It's part of the Python distribution:
pip install "shimguard-cli[mcp]"
Register it with an MCP client such as Claude Desktop:
{
"mcpServers": { "shimguard": { "command": "shimguard-mcp" } } }
It exposes a single tool, run, that takes the exact argv you'd pass to the shimguard CLI and returns a structured result ({returncode, stdout, stderr, json?} on success, {error: ...} if the command failed, timed out, or exited non-zero). Example call:
run(args=["verify", "sybil-solutions/codex-shim", "--issues", "45,46", "--format", "json"])
which returns the same --format json report shown above, as a parsed json field alongside the raw stdout. Full details are in the Python package README.
ShimGuard's verification logic is also importable directly:
import { TrackerVerifier, RestGitHubClient, RegexPatternMatcher } from "shimguard-cli";
const client = new RestGitHubClient(process.env.GITHUB_TOKEN); const verifier = new TrackerVerifier(client, new RegexPatternMatcher(client));
const result = await verifier.verify({ owner: "sybil-solutions", repo: "codex-shim", number: 45 }); console.log(result.verdict); // "MISMATCH"
TrackerVerifier takes any GitHubClient and an optional PatternMatcher (see src/types.ts, src/pattern-matcher.ts), both are interfaces, so a future local-config scanner or a different code host can plug in without changing the verifier itself.
The Python package exposes the same shape:
from shimguard import TrackerVerifier, RestGitHubClient, RegexPatternMatcher, IssueRef
client = RestGitHubClient() # or RestGitHubClient(token=os.environ["GITHUB_TOKEN"]) verifier = TrackerVerifier(client, RegexPatternMatcher(client))
result = verifier.verify(IssueRef(owner="sybil-solutions", repo="codex-shim", number=45)) print(result.verdict) # "MISMATCH"
No existing open-source tool checks "this issue tracker says fixed-in-PR-#N, is #N actually merged." That claim is verified by searching for issue-fix-verification tools, patch-verification tools, and security-advisory-fix tools before writing this. The closest adjacent tools solve different problems:
| Tool | What it actually checks | Reads issue tracker / PR merge state? |
|---|---|---|
| ShimGuard | Does a GitHub issue's cited "fixed in PR #N" claim match PR #N's real merge state (and, optionally, is the cited code pattern gone from HEAD) | Yes, this is the entire check |
| gitleaks / trufflehog | Secrets committed to source (API keys, tokens) | No, scans file content, not tracker state |
| trivy / grype / osv-scanner | Known CVEs in your dependency tree | No, scans a dependency manifest/lockfile, not tracker state |
| Vanir (Google) | Whether a known CVE's code signature is still present in a target source tree | No, works from CVE-to-code, doesn't touch a GitHub issue tracker |
| VFCFinder (NC State, ASIACCS 2024) | Finds a likely fix commit for an advisory that has *no* linked fix yet | Opposite direction: finds a missing citation, doesn't verify an existing one |
The gap ShimGuard fills is real, not theoretical. wow-actions/auto-close-fixed-issues, a GitHub Action used by other repos, closes an issue on a PR's closed event, not its merged event: a bot can mark an issue "fixed" the moment a PR is closed, whether or not it actually merged. GitHub's own native Closes #N keyword linking only auto-closes on a real merge to the default branch, so this specific failure mode comes from manual maintainer comments and third-party automation, not GitHub's own defaults, which is exactly why nothing catches it after the fact.
ShimGuard is a CLI and library, shipped as both an npm package and a PyPI package, that checks whether a GitHub issue's claimed fix ("Fixed in PR #N") is actually true, by checking the real merge state of that PR (and, optionally, whether the vulnerable code pattern is still present at HEAD). It exists because closing an issue with a citation to an unmerged PR is a real, observed failure mode, not a hypothetical one: `sybil-s
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