loopback
Interactive feedback layer that lets users pin comments on live web apps with auto-captured context (failing requests, console, AI metadata), and coding agents fix issues via MCP, turning pins green upon verification.
README
Loopback
Pin feedback on your live app. Any coding agent fixes it. The pin turns green.
Loopback is the interactive feedback layer between real product usage and your coding agents: one script tag makes any web app commentable (Vercel-toolbar-style toolbar, element-anchored pins), every pin auto-captures the functional context — failing requests with response bodies, console trail, LLM run metadata — and lands in one project-tagged queue that Claude Code, Codex, and Gemini CLI all work over MCP. When an agent's fix is verified, the pin turns green on the page, live.

Real screenshot: the contact form's backend bug was pinned, claimed by claude-code, fixed with a PR, verified — pin and badge are green. The wrong AI answer is still amber/open.
Why
Coding agents can fix anything you can describe — but the loop back from real usage is missing. You notice a broken flow, screenshot it, re-describe it in a prompt, paste console output, explain which project it belongs to. Every time, for every agent. Vercel's comments have no public API; Claude Design's anchored comments are artifact-scoped; error trackers don't know your queue.
Loopback is that missing loop, built as a hub:
- One instance, all projects. Every item is tagged with a
projectslug in one shared SQLite DB (~/.loopback/loopback.db). Agents registered once per machine; consuming repos add only a widget tag and a slug. - One queue, all agents. MCP is the interface, so Claude Code, Codex, and Gemini CLI are peers — same tools, same playbook, same audit trail.
- A pin is an anchor, not a scope. Pin a "broken" contact form and the
agent gets the failing
POSTwith its 500 response body — a frontend pin carries the backend root cause. Pin an AI answer and the run metadata (run_id,model,trace_url) rides along.
CAPTURE THE HUB AGENTS
┌───────────────────────────┐ ┌─────────────────────────────┐ ┌─────────────────────────┐
│ widget pin on any app │──►│ loopback-mcp-server │◄──│ Claude Code │
│ · console + network ride │ │ one shared SQLite DB │ │ Codex (peers) │
│ · 500 bodies captured │ │ ~/.loopback/loopback.db │ │ Gemini CLI │
│ · AI run context │ │ │ └────────────┬────────────┘
├───────────────────────────┤ │ stdio (per-agent spawn) │ │
│ POST /ingest │──►│ --http on 127.0.0.1:7077 │ list → claim → fix →
│ · CI hooks, cron, │ │ (required for widgets) │ link change → fixed →
│ Sentry/PostHog pollers │ │ │ verify → resolve
└───────────────────────────┘ └──────────────┬──────────────┘ │
│ │
pins turn green on the page ◄─────┴───── status write-back ◄──────┘
Run it per-invocation over stdio (each agent spawns it; same DB = same
queue) or as one long-running --http service on 127.0.0.1:7077
(required for widgets — keep it alive with pm2/launchd/systemd:
integrations/keep-alive.md).
Quickstart (see the whole loop in 2 minutes)
Requires Node ≥ 22.13 (built-in node:sqlite — zero native deps).
git clone https://github.com/joshidikshant/loopback && cd loopback
npm install # prepare script builds dist/
node dist/index.js --http # the hub, on 127.0.0.1:7077
node demo/serve.mjs # demo app on 127.0.0.1:5173 (broken backend + wrong AI answer)
Open http://127.0.0.1:5173 → submit the form (it fails politely) → ✦ Feedback → Pin feedback on an element → click the submit button → Send. The form shows the captured failed request. Then tell any connected agent "work the feedback queue for acme-demo" — or watch the item at http://127.0.0.1:7077/queue and be the agent yourself over MCP. When it's resolved, the open page announces it and the pin goes green.
Install once per machine
Register the MCP server + instructions once per agent; after this, new projects
are a two-minute init. All three are equal citizens — full per-agent pages in
integrations/:
| Agent | MCP registration | Instructions/skill channel |
|---|---|---|
| Claude Code | claude mcp add --scope user loopback -- npx -y github:joshidikshant/loopback — or the plugin: claude plugin marketplace add joshidikshant/loopback && claude plugin install loopback@loopback |
@AGENTS.md import in CLAUDE.md + skill at .claude/skills/loopback/ → claude.md |
| Codex | ~/.codex/config.toml: [mcp_servers.loopback] command/args (or project-scoped .codex/config.toml) |
AGENTS.md read natively + native SKILL.md at .agents/skills/loopback/ → codex.md |
| Gemini CLI | ~/.gemini/settings.json → mcpServers.loopback |
AGENTS.md via context.fileName + @AGENTS.md in GEMINI.md + /loopback command → gemini.md |
All three also accept the long-running instance over streamable HTTP
(http://127.0.0.1:7077/mcp) instead of spawning — see the per-agent pages.
Integrate a new project (2 minutes)
- Central instance running (once per machine):
loopback-mcp-server --http, kept alive per keep-alive.md. - Paste the widget tag into the app, with your slug
(template):
<script src="http://127.0.0.1:7077/widget.js" data-project="my-app" data-endpoint="http://127.0.0.1:7077"></script> - From the repo root:
One canonical playbook (integrations/instructions-src.md) is rendered into every agent's native mechanism: the AGENTS.md queue section (canonical; Codex + Gemini read it natively),npx loopback-mcp-server init --project my-app --write@AGENTS.mdimports in CLAUDE.md and GEMINI.md, the same SKILL.md installed for Claude (.claude/skills/) and Codex (.agents/skills/), MCP registration for all three (.mcp.json,.gemini/settings.json,.codex/config.toml), and a/loopbackGemini command. Merges are non-destructive and idempotent — re-run it anytime. - In any of the three agents, say: "work the feedback queue for my-app" — or say nothing: the skill descriptions and AGENTS.md section make feedback-ish requests trigger the loop on their own.
Using it day to day
With the hub running (loopback-mcp-server --http), everything happens on two
surfaces and one sentence to an agent:
| I want to… | Do this |
|---|---|
| Report something on a page with the widget | Click ✦ Feedback → Pin feedback on an element, click the thing, describe it. Failing requests, console, and AI run context attach themselves. |
| See the queue | http://127.0.0.1:7077/queue — filter with ?project=<slug>, click a row for a quick read |
| Read everything on one item | Click its id → http://127.0.0.1:7077/queue/<id>. Deep-linkable: paste it to a teammate or an agent. |
| Comment or change status myself | On the item view — plain forms, no agent needed |
| Get it fixed | In the repo, tell any agent: "work the feedback queue for <slug>" |
| Watch it close | The pin on your page turns green and announces itself; the item shows the commit/PR |
| File from a script or CI | POST /ingest with {"project","type","title","body"} |
Writes that change an item (comment, status) are same-origin only — see Security below.
Giving feedback about Loopback
Loopback is its own reference integration — it eats its own dog food, and so can you. Four ways in, from most to least convenient:
- Pin it on the queue page. With the hub running, open
http://127.0.0.1:7077/queue— the capture widget is embedded there withdata-project=loopback. Click ✦ Feedback → Pin feedback on an element, click whatever is wrong, describe it. Same loop as any other project. - Tell an agent. In this repo (self-onboarded with its own
init), say "file feedback for loopback: <what's wrong>" — the skill and AGENTS.md section are already installed for Claude, Codex, and Gemini. curlit from anywhere:curl -X POST http://127.0.0.1:7077/ingest -H 'Content-Type: application/json' \ -d '{"project":"loopback","type":"ux","severity":"p2", "title":"…","body":"what happened / what you expected"}'- GitHub issues for anything a stranger should see: https://github.com/joshidikshant/loopback/issues.
Then work it like any queue: "work the feedback queue for loopback". Every Loopback defect in this repo's history was filed and closed exactly this way.
Design system (shadcn-compatible, zero dependencies)
Both surfaces — widget and /queue — are built from one token set in vanilla
CSS that speaks shadcn/ui's contract (oklch variables, .dark, the
multiplicative radius scale). No React, no Tailwind, no build step; drop
design/tokens.css into any shadcn/v0 project and it themes from that
project's palette. Full rationale and the shadow-DOM isolation rules:
design/README.md.
Loopback also publishes a shadcn registry, so React projects can install its pieces and the shadcn MCP can discover them:
npx shadcn@latest add https://raw.githubusercontent.com/joshidikshant/loopback/main/public/r/loopback-theme.json
npx shadcn@latest add https://raw.githubusercontent.com/joshidikshant/loopback/main/public/r/loopback-widget.json
loopback-theme adds the --lb-* feedback status/severity tokens to your
existing theme (your palette untouched; Tailwind gets bg-lb-verified for
free). loopback-widget drops the capture widget into public/. Register
"@loopback" in your components.json to install by name and let an agent
with the shadcn MCP browse the registry.
Where it works (surfaces)
The queue is transport-agnostic — the widget is just its richest producer. Full matrix, native snippets (Swift/Kotlin/C#/shell), and the honest edges: docs/05-surface-compatibility.md.
| Surface | Status |
|---|---|
| Web apps (any framework, dev/prod) · browser extensions (bundle the widget file — MV3 forbids remote scripts) · Electron/Tauri · WebViews | ✅ widget: pins + auto-context + green write-back |
| Native macOS/Windows apps · CLIs · CI/cron · agents/automations | ✅ POST /ingest or MCP (~10-line debug-menu snippet; status via /queue) |
| iOS/Android simulators & emulators | ✅ shared loopback / adb reverse |
| iOS/Android physical devices on LAN | ✅ --host 0.0.0.0 (opt-in, no auth — trusted networks only) |
| iOS/Android production | ✅ via Sentry/PostHog rails (their SDKs capture; bridge to the queue) |
The widget
~19KB of dependency-free vanilla JS in a shadow-DOM host — it never fights your app's CSS or framework.
- Capture: pin mode highlights elements on hover; a click opens a
viewport-clamped form (title / what happened / what you expected / type /
severity). Type is pre-guessed:
backendwhen failed requests exist,usagewhen AI context is present. - Functional context, always on: ring buffers from page load — last 30
console lines (log/warn/error + window errors + unhandled rejections), all
fetch/XHR calls (url/method/status/ms), and for failures (status ≥ 400 or
network error) up to 2KB of response body into
extra.failed_responses. Calls to Loopback itself are never recorded. - AI/automation context: the nearest ancestor with
data-loopback-context='{"run_id":...}'is parsed intoextra.context. - Selector + element: stable CSS selector (
#id/[data-testid]preferred,nth-of-typefallback, depth-capped) + outerHTML snippet + viewport + UA. - SPA-aware: client-side route changes (
pushState/popstate) refresh pins immediately — no stale pins from the previous route. - Live status pins: hydrate from
GET /feedbackon load and every 10s — amberopen/triaged, bluein_progress, greenfixed/verified, graywontfix; click one for id/status/assignee/PR. - The loop closes visibly: when a status changes under an open page, the widget announces it — toast ("… open → verified by claude-code · PR linked"), pulsing pin, and a 🔔 tab-title flash if you're on another tab (adapted from make-pages-interactive's reload walkthrough, MIT).
- Page API:
window.__loopback={ pins, refresh(), project, endpoint, version }(adapted from DOM-Review's__domReviewAPI, MIT) — used by the E2E suite, usable by any agent driving a browser.
The MCP bus — 9 tools
| Tool | What it does |
|---|---|
loopback_submit_feedback |
File an item: project, type ui|backend|usage|ux, severity p0–p3, route/url/selector, console[], network[], repro[], extra (run context…) |
loopback_list_feedback |
Filter (project/route/status/type/severity/source/assignee) + paginate (total/has_more/next_offset); severity-then-newest |
loopback_get_feedback |
Full item: all context + linked change + comment trail |
loopback_claim_feedback |
Atomic claim; a conflict names the holder; force to take over; open/triaged → in_progress |
loopback_update_status |
open → triaged → in_progress → fixed → verified | wontfix; note becomes an audit comment |
loopback_add_comment |
Root-cause notes, questions, reasoning trail |
loopback_link_change |
Merge repo/branch/commit/pr_url/diff_summary onto the item |
loopback_resolve_feedback |
Close as verified (confirmed for real) or wontfix |
loopback_get_stats |
project × status counts |
Responses are markdown (default) or JSON via response_format, always with
structuredContent; long output truncates at 25k chars with guidance.
HTTP surface (--http, port 7077 / LOOPBACK_HTTP_PORT / --port)
| Endpoint | Purpose |
|---|---|
POST /mcp |
Stateless MCP streamable HTTP (fresh server per request; GET/DELETE → 405) |
POST /ingest |
Plain-JSON submit — widgets, CI hooks, cron ingestors (201 + item; 400 with field-level issues) |
GET /feedback |
List/filter (widget pin hydration) |
GET /queue |
Human triage dashboard (?project= filter, expandable rows, theme toggle) |
GET /queue/:id |
Full item view — all captured context + comment/status actions |
POST /queue/:id/comment · POST /queue/:id/status |
Human triage writes (same-origin only) |
GET /feedback/:id |
One item with its full trail, as JSON |
GET /widget.js |
The embeddable widget |
GET /health |
Liveness |
Security: binds 127.0.0.1 by default; CORS is permissive for local dev.
--host/LOOPBACK_HOST widens the bind for LAN device testing — there is
no auth, the server warns loudly, use only on trusted networks. Before any
real exposure, put it behind a reverse proxy with a bearer token (and
token-gate /ingest first).
Tests
npm run build
npm run smoke # real MCP client over stdio: 9 tools, full loop, atomic-claim conflict
npm run e2e # Playwright: pin capture → 500-body & run-context assertions → agent over MCP-HTTP → green pins
npm run init-gate # init renderings ×3 agents, byte-level idempotence, merge safety
CI runs all three on every push (LOOPBACK_E2E_CHROMIUM overrides the
browser binary if needed).
Companions (borrow, don't rebuild)
Loopback is deliberately only the bus + capture layer. Pair it with the mature MCP-native pieces — the build-vs-borrow memo is the full analysis:
- chrome-devtools-mcp / playwright-mcp — the agent sees and verifies the running app (the "verify" step of the loop)
- Sentry MCP — production errors (incl. mobile) →
POST /ingestwithsource: "sentry" - PostHog MCP — analytics/replays/surveys →
source: "posthog",replay_urlattached
Design decisions
The full history lives in docs/ (original spec, build-vs-borrow memo, interaction-layer analysis, technical path). Calls made in this build:
node:sqlite, never better-sqlite3 — native builds fail in clean environments; zero native deps is the feature.- stdio + stateless streamable HTTP only, no SSE — the exact transport intersection of Claude Code, Codex, and Gemini CLI (SSE is deprecated in Claude Code and absent in Codex).
- AGENTS.md is canonical — Codex and Gemini read it natively; Claude
imports it via
@AGENTS.md(imports beat symlinks for Windows safety). One playbook source renders into every native mechanism; no agent is "the default". - Codex gets project-scoped
.codex/config.toml— verified supported (loads once you trust the repo);initalso prints the global block. initwrites the local checkout's absolute path when stable,npx github:otherwise — fast startup for clones, zero-setup portability for npx runs./ingestaccepts unknown extra fields (no.strict()) — older hubs must not reject newer widgets; forward compatibility beats strictness at the ingestion boundary.- Widget is ~19KB, not the ~10KB sketch — ring buffers, failure-body capture, live pins, and the walkthrough earn their bytes; still zero deps, one file.
- Marker-based merges —
initre-runs are byte-idempotent; files a human has taken over (generated marker removed) are left untouched. - Interaction patterns adapted with attribution (MIT): make-pages-interactive's visible-closure walkthrough; DOM-Review's page API.
Repo map
src/ the bus: server (9 tools) · store (node:sqlite) · http · init
widget/ loopback-widget.js — the embeddable capture layer
demo/ intentionally broken playground app
skills/ canonical loopback SKILL.md (installed for Claude + Codex)
integrations/ canonical playbook + per-agent setup + widget embed + keep-alive
plugin/ Claude Code plugin (skill + MCP registration); repo doubles as its marketplace
scripts/ e2e.mjs · init-gate.mjs · screenshot.mjs
docs/ the decision history (spec → memo → paths → technical path)
MIT © Dikshant Joshi
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