Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Deterministic API regression checks for AI agents: snapshot a baseline, catch broken contracts.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account Bharath-code, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.2.4) reached the registry 34 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need MCPB on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, yontu
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Türkçe yazı denetimi: TDK kuralları, yapay zekâ izleri, metin türüne göre üslup.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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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