Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Deterministic API regression checks for AI agents: snapshot a baseline, catch broken contracts.
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.
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
링크는 제작자의 파일로 바로 연결돼요. 우리가 보관하거나 다시 패키징하지 않아요. 파일을 열면 Claude Desktop이 설치해요.
터미널에서 이 명령어를 실행하세요
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
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 6일 점검
레지스트리 이름이 GitHub 계정 Bharath-code 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(0.2.4)은 34일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 MCPB도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Safe Fetch
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.
MCP server for fetching URLs, safe against SSRF, DNS rebinding, and redirect-to-internal attacks.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Before you commit, know what broke.
When an AI coding agent edits your app it can silently break an API contract — a removed field, a changed status code, a test that now fails — and still report success. RegressGuard records a known-good baseline and tells you (or the agent) exactly what regressed.
It is built to live inside the agent's own loop. RegressGuard ships as an MCP server, so agents like Claude Code and Cursor can verify their own work and self-correct *before* a human ever sees the diff — zero extra steps. The same engine also runs as a plain CLI for humans and CI.
# Agent-native (primary): the agent calls these as MCP tools in its loop
check → status # see "Agent-native verification (MCP)" below
regressguard snapshot # record the known-good state regressguard check # compare after edits — see what broke
*Break → detect → fix → green. Reproduce it yourself: ./demo/demo.sh.*
macOS / Linux (recommended)
curl -fsSL https://raw.githubusercontent.com/Bharath-code/regressguard/main/install.sh | sh
Verify
regressguard version # first line must say "RegressGuard"
Upgrading from v0.1.x? The binary was renamed from
rgtoregressguardbecauserg
collides with ripgrep. There is no
rgshim and the oldrg upgradecan't fetch v0.2.0:
re-run the installer, delete the old
rg, then runregressguard hook install
(old hooks call
rg;regressguard doctorflags them).
cd your-project
regressguard init
RegressGuard detects your test command, framework, and dev server URL automatically.
Make sure your dev server is running, then:
regressguard snapshot
Output:
Snapshot
OK Tests 42 passed, 0 failed 6.8s OK Routes 6 captured, 2 skipped OK Schemas 6 hashed
Saved: .regressguard/snapshot.json
Next: Ask your AI agent to make the code change, then run: regressguard check
Let Claude Code, Cursor, or Codex make its changes.
regressguard check
Clean — safe to commit:
Check
OK No regressions detected
Tests 42 passed, 0 failed Routes 6 unchanged Timing within tolerance
Safe to commit.
Regression found — commit blocked:
Check
X 2 regressions detected
Route Before After Change GET /api/users schema schema schema
Likely cause: Auth/session behavior or routing changed during the last code edit.
Changed files since snapshot: app/api/users/route.ts internal/auth/session.go
Next: regressguard check --verbose git diff
Commit blocked.
Exit code 1 on critical — works with git hooks and CI.
regressguard hook install
Now regressguard check runs automatically before every git commit. When a critical regression is detected, the commit is blocked with a compact output:
RegressGuard pre-commit
X 1 regression detected POST /api/user/update status changed from 200 to 500
Run: regressguard check --verbose
Commit blocked. Use --no-verify only if you accept the risk.
Bypass with git commit --no-verify only when you accept the risk.
This is RegressGuard's primary mode. Instead of waiting for a human to run regressguard check, the AI agent calls it as a tool inside its own edit loop — so it catches and fixes regressions it just introduced, before handing the change back to you.
Start the server (stdio transport):
regressguard mcp serve
Register with Claude Code:
claude mcp add regressguard -- regressguard mcp serve
Register with Cursor (.cursor/mcp.json):
{
"mcpServers": { "regressguard": { "command": "regressguard", "args": ["mcp", "serve"] } } }
The agent then has two tools:
| Tool | Purpose |
|---|---|
check | Compare current state against the snapshot; returns structured findings with severity |
status | Sub-second health check (snapshot age, route/config/hook status) — no tests run |
The baseline is human-owned. Agents get no snapshot tool by default. If they could re-record the baseline, an agent could accept its own regression (check fails → snapshot → check passes). You record the baseline with regressguard snapshot. To let agents re-baseline anyway, set this in .regressguard/config.json and restart the MCP server:
{ "mcp": { "allowSnapshot": true } }
Tool responses are the same machine-readable payload as `regressguard check --json` — see docs/json-contract.md. Every tool call is recorded to an append-only audit log under .regressguard/ (tool, status, duration, timestamp).
A typical loop: the agent edits code → calls check → reads the structured findings → fixes the regression → calls check again → only then reports done.
| Command | Purpose |
|---|---|
regressguard init | Configure RegressGuard for this project |
regressguard quickstart | Auto-configure and snapshot in one command |
regressguard snapshot | Record the current passing state |
regressguard check | Compare current state against the snapshot |
regressguard status | Sub-second health check (snapshot age, routes, hook) — no tests run |
regressguard explain | Show before/after diff for a specific route |
regressguard watch | Watch files and auto-run check on changes |
regressguard mcp serve | Run the MCP server so AI agents can self-verify (see above) |
regressguard hook install | Install the pre-commit git hook |
regressguard hook uninstall | Remove the git hook |
regressguard config get | Read a config value |
regressguard config set | Write a config value |
regressguard doctor | Diagnose setup issues |
regressguard upgrade | Update regressguard to the latest version |
regressguard completion | Generate shell autocompletions (bash, zsh, fish) |
regressguard version | Print version and build metadata |
Run regressguard --help for flags, examples, and exit codes.
Config lives in .regressguard/config.json (human-readable, git-ignoreable).
{
"version": 1, "testCommand": "npm test", "serverUrl": "http://localhost:3000", "auth": { "mode": "bearer", "testToken": "your-test-token", "headerName": "Authorization", "prefix": "Bearer" }, "ignoreFields": ["requestId", "traceId"], "routes": [ { "method": "GET", "path": "/api/health" }, { "method": "GET", "path": "/api/users" }, { "method": "GET", "path": "/api/admin", "skip": true } ] }
Auth modes: bearer (Authorization header), cookie (Cookie header), or omit for public routes only.
ignoreFields: Fields to exclude from schema comparison — useful for volatile app-specific values like requestId or traceId.
regressguard snapshot runs your test suite and hits each configured route. It records pass/fail counts, HTTP status codes, and a normalized schema hash for each response.regressguard check reruns the same tests and routes, then diffs against the snapshot:id, uuid, token, nonce, timestamp, createdAt, updatedAt, deletedAt, created_at, updated_at, deleted_at, sessionId, accessToken, refreshToken, expiresAt, expires_at) before hashing."date", "uuid", "token").ignoreFields defined in config.This ensures the shape integrity of endpoints remains stable across runs even when database IDs and timestamps change.
summary.passed of --json output.These are deliberate trade-offs in v1 — favoring zero false positives over exhaustive detection. They are on the roadmap, not accidental:
regressguard check records failing test *names* (jest, vitest, bun, go test output) and flags a CRITICAL when a test that passed at baseline starts failing — even if the net failure count is unchanged. When names cannot be parsed from your runner's output (or the baseline predates name recording), it falls back to count comparison: a CRITICAL only when the number of failing tests *increases*. Pair regressguard check with your normal test runner in CI for exhaustive per-test assertions.| Code | Meaning |
|---|---|
0 | Pass or warnings only — safe to commit |
1 | Critical regression detected — commit blocked |
2 | Usage, config, or runtime error |
# JSON output for scripts and agents
regressguard check --json | jq .status
regressguard check --json --verbose
NO_COLOR=1 regressguard check
GitHub Action — runs regressguard check on every PR and comments the findings:
- uses: Bharath-code/regressguard@v0
with: server-command: npm run dev
On pull requests the action compares against the snapshot committed on the base branch (regressguard check --base origin/main), so a PR that edits .regressguard/snapshot.json to hide a regression still fails. Require a human approval when the baseline changes with a CODEOWNERS rule:
/.regressguard/snapshot.json @your-handle
Commit .regressguard/snapshot.json (regressguard init adds .regressguard/* + !.regressguard/snapshot.json to .gitignore); everything else in .regressguard/ stays local.
See action.yml for all inputs (version pinning, working directory, server URL).
Python, FastAPI, and Django support i
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