Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Deterministic API regression checks for AI agents: snapshot a baseline, catch broken contracts.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Descargar el archivo .mcpb del creador
El enlace lleva al archivo del propio creador; no lo alojamos ni lo reempaquetamos. Abre el archivo y Claude Desktop lo instalará.
Ejecuta esto en tu terminal
Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 6 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub Bharath-code, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (0.2.4) llegó al registro hace 34 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas MCPB en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, SSTracker free youth training
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
Free youth sports drills, practice plans and age-group answers for parents and coaches.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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
Solo se muestra el principio; lee el resto en el repo