Pinpoint

Registre officiel IA et agents

Click an element in your running app or iOS Simulator, say what should change; your agent gets it.

Installation

Ajoutez ceci à la configuration MCP de votre client (Claude Desktop : claude_desktop_config.json ; Cursor : .cursor/mcp.json ; VS Code et les autres utilisent la même forme « mcpServers »).

NPM package pinpoint-bridge
Claude Code
claude mcp add pinpoint -e 'PINPOINT_PORT=7331' -- npx -y pinpoint-bridge@0.7.2 mcp
Configuration JSON (Claude Desktop, Cursor, VS Code)
{
    "mcpServers": {
        "pinpoint": {
            "command": "npx",
            "args": [
                "-y",
                "pinpoint-bridge@0.7.2",
                "mcp"
            ],
            "env": {
                "PINPOINT_PORT": "7331"
            }
        }
    }
}

Variables d'environnement

  • PINPOINT_PORT Port of the local Pinpoint bridge (default 7331)

Documentation

Tirée du README du projet sur GitHub, actualisée chaque semaine. Les liens ouvrent GitHub.

Sommaire
  1. Pinpoint
  2. Contents
  3. How it compares
  4. 🔗 Get Pinpoint
  5. 🚀 Quick start
  6. 🖱️ Using it
  7. 💬 Talking it through
  8. 🔔 How your agent finds out
  9. 📱 Native iOS apps
  10. 🤖 Android emulator
  11. 🔌 Connecting other agents
  12. 🌐 Browsers
  13. 📚 Reference
  14. 🩺 Troubleshooting
  15. 🔒 Safety and privacy
  16. A page to try it on
  17. 🧪 Testing
  18. Roadmap
  19. ⭐ Star history
  20. Contributing
  21. Licence

Pinpoint

Point at your running app. Say what should change. Your coding agent gets it.

gowtham012.github.io/PinPoint

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Click an element, say what should change, your agent gets it. · full-speed video


Click an element on your local dev site, type what should change, and your coding agent receives it with everything it needs to find the code: the selector, DOM path, computed styles, the React/Vue component chain, a source-file hint and a cropped screenshot. No screenshots piling up in Downloads, no describing "the third button on the left".

It works for behaviour, not only looks. "Disable this until the form is valid" or "save the draft before closing" are fine notes: the agent treats the element as where to start, then follows it into the handlers, state, API calls and backend behind it.

Building a native app? The same works on the iOS Simulator and the Android emulator.

flowchart LR
  subgraph you [" You point and type "]
    direction TB
    B["🌐 <b>Browser</b><br/>Pinpoint extension"]
    S["📱 <b>iOS Simulator</b><br/>127.0.0.1:7331/ios"]
    AN["🤖 <b>Android emulator</b><br/>127.0.0.1:7331/android"]
  end
  BR(["📍 <b>Pinpoint bridge</b><br/>127.0.0.1:7331"])
  ST[("💾 ~/.pinpoint/<br/>annotations.json")]
  F["📄 .pinpoint/pending.md<br/><i>in your repo, optional</i>"]
  A["🤖 <b>Your coding agent</b><br/>Claude Code · Cursor · Codex"]

  B -- "selector · styles · crop" --> BR
  S -- "accessibility tree · crop" --> BR
  AN -- "view tree · crop" --> BR
  BR -- "MCP / hooks" --> A
  A -- "resolve + reply" --> BR
  BR -. "live pins & replies" .-> B
  BR --- ST
  BR -.-> F

  classDef bridge fill:#c6f432,stroke:#121212,stroke-width:2px,color:#121212
  classDef agent fill:#121212,stroke:#c6f432,stroke-width:2px,color:#ffffff
  class BR bridge
  class A agent
  style you fill:transparent,stroke:#888,stroke-dasharray:5 4

Contents

How it compares

Who drivesWhat the agent gets
PinpointYou point and say what should changeSelector, styles, component chain, source hint, crop
Playwright MCP, computer-useThe agent navigates and clicksWhatever it finds by browsing
A pasted screenshotYouPixels only, so it guesses which control you meant

Pinpoint never touches the page itself, so it composes with browser automation instead of competing with it: point at the thing, let the agent change the code, let your tests drive the browser.

🔗 Get Pinpoint

WhereLink
Firefox (140+, desktop)Firefox Add-ons
Chrome, Brave, Arc, Opera, VivaldiChrome Web Store listing in review — load it unpacked for now (Quick start)
EdgeAdd-ons listing coming — loads the same package unpacked today
SafariBuild with Xcode: bash tools/make-safari.sh
Bridge + MCP servernpm: pinpoint-bridge · npx -y pinpoint-bridge
MCP directoriesOfficial MCP Registry · Glama · mcprush · cursor.directory
ReleasesGitHub releases (store zips attached)
Website & demogowtham012.github.io/PinPoint
LaunchProduct Hunt · Show HN

🚀 Quick start

You need Node 18+ and a Chromium browser (Chrome, Edge, Brave, Arc, Opera, Vivaldi), or Firefox 140+.

1. Install

git clone https://github.com/gowtham012/pinpoint
node pinpoint/bridge/cli.js setup

setup asks a few questions. Every one has a default, so pressing Enter all the way through works. It wires up Claude Code, Cursor and Codex (whichever you have), installs the Claude Code hooks, and starts the bridge.

2. Load the extension. Chrome doesn't let a terminal load an extension into your profile, so setup opens the extensions page and copies the folder path for you: turn on Developer mode, click Load unpacked, paste. The terminal confirms ✓ Pinpoint is live in Chrome by itself.

3. Restart Claude Code once, so it reads the new MCP server and hooks.

Try it: open your dev site (or the demo page), press ⌥⇧A / Alt+Shift+A, click an element, type what should change, then ⌘↩ / Ctrl+Enter. Type anything in Claude Code and your note comes along.

[!TIP] Want every step spelled out? See docs/quick-install.md. Only building a native iOS or Android app? Skip the clone: npx -y pinpoint-bridge, then claude mcp add pinpoint -s user -- npx -y pinpoint-bridge mcp.

Setup in detail, doing it by hand, Windows and file://

setup asks:

  • which project's UI you want to annotate: the repo your agent will edit
  • web app, native iOS app, Android app, or both (web and iOS): web gets the browser extension; iOS gets the Simulator picker, Android the emulator picker. Setup checks for Xcode, Maestro and Java (iOS) or adb (Android) and says how to get whichever is missing (it installs none of them).
  • which agents to wire up: claude mcp add for Claude Code, <project>/.cursor/mcp.json for Cursor, ~/.codex/config.toml for Codex. Existing entries are merged, never replaced, and the TOML file is backed up first.
  • whether to install the Claude Code hooks, which bring pending notes in with your next message
  • which browser to load the extension into (only the ones you have)

Then it registers the launcher behind the popup's Start bridge button and starts the bridge. Non-interactive: node pinpoint/bridge/cli.js setup ~/code/my-app --yes (add --for ios, --for android or --for both; the default is web).

By hand. The order matters: $PWD is baked into the MCP entry, so step 2 runs from pinpoint/bridge before the bridge takes over the terminal.

# 1. get it
git clone https://github.com/gowtham012/pinpoint
cd pinpoint/bridge && npm install

# 2. wire up Claude Code (once, from this folder)
claude mcp add pinpoint -s user -- node "$PWD/cli.js" mcp
node cli.js install-hooks ~/code/my-app                  # notes arrive without being asked
node cli.js install-native-host --project ~/code/my-app   # optional: the popup's "Start bridge" button

# 3. load extension/ unpacked at chrome://extensions (Developer mode on)
# 4. start the bridge, and leave it running
node cli.js --project ~/code/my-app

--project is optional: it keeps <repo>/.pinpoint/pending.md current for agents that read a file instead of MCP.

file:// pages. Chrome keeps them off by default: chrome://extensions → Pinpoint → Details → Allow access to file URLs, then reload.

Windows. $PWD works in PowerShell and Git Bash but not cmd.exe; run node cli.js --help and copy the claude mcp add … line it prints, which has the full path. install-native-host is macOS and Linux only; on Windows, start the bridge in a terminal.

Also listed on the official MCP Registry (io.github.gowtham012/pinpoint), cursor.directory (one-click Add to Cursor) and Glama and mcprush (grade A). Those install the MCP server only; web pages still need the extension and bridge.

🖱️ Using it

While the bridge runs, a small bar sits in the top-right corner of your page.

Shows the shortcut, and lights up while your agent works.Settles to a dot after a few seconds. Hover to bring it back.Picking. The bar lets clicks through so it never blocks your target.
  1. Click the bar (or ⌥⇧A / Alt+Shift+A) to start marking.
  2. Click an element, or drag a box around a group ("make these cards two-up on mobile").
  3. Type what should change and press ⌘↩ / Ctrl+Enter. You're ready for the next one.
  4. Esc or Stop when you're done.

The popover names exactly what you picked, so two near-identical buttons can't be confused. A numbered pin sticks to the element. It survives reloads, shows in every tab on that page, and disappears when the agent finishes.

  • Move the bar by dragging its grip anywhere on the page; it stays there on that site.
  • The counter on the bar lists everything marked on this page. Click a row to jump to it.
  • The × hides the bar for that site; the toolbar popup brings it back.
  • Pins follow their element on apps that rebuild their DOM, and hide rather than sit on the wrong element when theirs is gone.
  • No bridge running? Send copies a ready-to-paste prompt instead, so nothing is lost.
  • Record steps. While picking, press Record steps on the bar and click through the bug as you normally would. Clicks still reach the page and each becomes a step (element, label, URL, a small crop), across navigations in the same tab. Done writes one note (10 steps at most); Esc throws the recording away. Your agent gets them as Steps to reproduce.
  • Dictate. Press the mic in the comment box and talk; the text is added to what you typed. Chrome and Safari on secure pages (localhost counts); the browser's own speech service does the transcribing. Not on Firefox.
  • What went wrong comes along. Each note carries the page's uncaught errors and failed requests from the minute before you marked it, redacted in the browser first (query strings, tokens and secrets removed). Only attached when something actually went wrong.

Where it runs. Only on local development pages: localhost, 127.0.0.1, .local / .test / .localhost hosts, and file:// once allowed. Anywhere else (a staging URL, a LAN address for phone testing) the toolbar popup turns it on for one tab.

💬 Talking it through

A note is a conversation, not a one-way ticket.

  • The agent can ask back. If a request is ambiguous it asks instead of guessing. The question shows on the pin (a ?) and as a toast; answer in the notes panel and the note goes back with the whole conversation.
  • You read the reply in the browser. A finished note stays in the panel with the agent's own note on what it changed. Agents must write one: "done" is not an answer.
  • Accept / Not quite. When the agent finishes, a card shows its reply with Accept and Not quite. Not quite opens the note again so you can say what is still wrong.
  • Not quite right later? Every finished note in the panel has Reply…. Say what's still wrong and it reopens.
  • Before / After. A few seconds after a note is resolved, Pinpoint takes a fresh crop of the element. Done notes in the panel show Before and After side by side.
  • Drafts. Draft (or ⇧⌘↩) marks something without sending it. Send on the bar hands every draft over at once.
  • The whole page. While picking, Whole page makes a note about the page itself ("the spacing feels cramped everywhere"), with a screenshot.

When the page moves under a pin, the agent is told the element may be stale instead of being handed a selector that has gone bad. recheck_annotation looks again right now and returns a fresh crop next to the original.

The same two notes, twice. The panel is rebuilt from scratch: note 1 re-finds its element among brand-new nodes, note 2 admits it isn't on this view.

Starting the bridge from the browser, and several agents at once

Start / restart from the browser. install-native-host registers a tiny launcher with Chrome (and Brave, Edge, Arc, Chromium, Vivaldi, Opera) and Firefox. The popup's Start bridge then works, and the ↻ on the bar restarts the bridge after you pull a new build. The launcher can do one thing: run this repo's own cli.js on a port number from the popup's setting, never from the page.

Several agents. Agents introduce themselves over MCP, so the bar names the one working (claude-code, cursor-vscode, codex) and each reply is attributed. wait_for_annotation hands each new note to exactly one waiting agent, so two agents share the queue instead of doing the same note.

🔔 How your agent finds out

Three ways, strongest first. Using all three is fine.

HowSetup
Hooks (automatic)Pending notes ride along with your next message. Prints nothing when nothing is pending.node cli.js install-hooks <repo> (setup does it)
MCP (on request)The server tells the agent to check whenever you talk about a UI or feature change.the MCP entry
Watch loop (hands-off)Say "watch pinpoint and apply each change as it comes in"; each note arrives the moment you hit Send.nothing

The comment is the instruction, and it can be about how something looks or what it does. The more you say about the outcome ("should", "instead of", "when … then …"), the less the agent guesses.

📱 Native iOS apps

A native app has no DOM, so this path reads the accessibility tree. It works for SwiftUI, UIKit, React Native and Flutter apps, with nothing added to your app.

Hover, click, say what should change; your agent gets the identifier, tree path, frame and a crop, asks if it must, and replies when it's done. · full-speed video · vertical

You need Xcode with a booted Simulator and Maestro (which needs Java; a Homebrew openjdk is found even off your PATH).

With the bridge running, open http://127.0.0.1:7331/ios** (setup opens it for you). Hover to see each element, click one, type, **⌘↩. The agent gets the accessibilityIdentifier (your testID), label, tree path, frame and a crop. Press R after the app changes. The picker also shows the agent's side: a ? pin opens its question with a box to answer, and a finished note shows its reply with Accept and Not quite (reopen it with a follow-up), as in the browser.

No app handy? bash demo/ios/run.sh builds Trailhead, a one-screen SwiftUI demo, with swiftc alone and launches it on the booted Simulator.

Limits and timing

There's no source-file hint or component chain (the tree has neither; give elements an identifier and the agent greps for it), no styles, and no recheck_annotation. The first load waits ~10 s while Maestro starts its on-device driver; after that each refresh takes about a second. Every Maestro on your Mac shares one driver, so if another one restarts it, the bridge starts a fresh Maestro and tries once more. If the first load takes minutes, close idle Claude Code sessions that have the Maestro MCP server.

🤖 Android emulator

The same picker as /ios, reading the Android view tree through adb. Nothing is added to your app and there is no driver to install.

You need adb from the Android SDK (Android Studio installs it) and a running emulator.

With the bridge running, open **http://127.0.0.1:7331/android**. Hover, click, type, send. The agent gets the element's resource-id, content-desc, text, class, its place in the view tree and a crop. node bridge/cli.js setup --for android checks for adb and points you at the picker.

Finding adb, and which device is read

Pinpoint looks for adb in $ANDROID_HOME, $ANDROID_SDK_ROOT and Android Studio's default SDK folder, then on your PATH. With one emulator running, that one is used. With several, or to read a physical device, set ANDROID_SERIAL to its serial (as adb devices lists it) and restart the bridge. A phone is never picked unless you name it. Like iOS, there's no source-file hint, no styles and no recheck_annotation: give views an id and the agent greps for it.

🔌 Connecting other agents

The simplest entry runs the published package: npx -y pinpoint-bridge mcp. It talks to whichever bridge is running. Restart the editor afterwards.

Cursor: one click from cursor.directory, or .cursor/mcp.json

{ "mcpServers": { "pinpoint": { "command": "npx", "args": ["-y", "pinpoint-bridge", "mcp"] } } }

Codex CLI: ~/.codex/config.toml

[mcp_servers.pinpoint]
command = "npx"
args = ["-y", "pinpoint-bridge", "mcp"]

Any MCP client over HTTP, or no MCP at all

HTTP: http://127.0.0.1:7331/mcp (Streamable HTTP, stateless). Windsurf, Cline, Continue, Zed and Gemini CLI all take a URL.

No MCP: run the bridge with --project <repo> and it keeps <repo>/.pinpoint/pending.md current. Tell any agent "read .pinpoint/pending.md and apply it"; it finishes each with node cli.js resolve <id>. Or use Copy prompt in the popover and paste into any chat.

To pin an agent to your clone instead of npm, use the absolute path to cli.js (copy the line node cli.js --help prints).

🌐 Browsers

BrowserStatus
Chrome, Brave, Arc, Opera, Vivaldi✅ Load unpacked. Verified in CI on headless Chromium.
Edge✅ Load unpacked: the same package as Chrome.
Firefox 140+✅ Install from Firefox Add-ons (desktop). No dictation.
Safari✅ Built with bash tools/make-safari.sh (needs Xcode). No component chain, source hint or page errors.

Edge and Firefox

Edge takes the Chrome package as is. For Start bridge, run node bridge/cli.js install-native-host --id <edge id> once (Edge gives the extension its own id).

Firefox 140+. Until the addons.mozilla.org listing is live, load the zip from about:debugging → This Firefox → Load Temporary Add-on. If Firefox withheld access to local sites, press Grant access to local sites in the popup. Then run node bridge/cli.js install-native-host once for Start bridge, or paste the output of node bridge/cli.js token into the popup.

What differs on Safari

Safari doesn't take unpacked extensions, so tools/make-safari.sh wraps it in a small macOS app and prints the four Safari settings to flip (the key one, Develop ▸ Allow Unsigned Extensions, resets every time Safari quits). Safari doesn't support "world": "MAIN" content scripts, so inspector.js can't read React fibers or Vue instances: you lose the component chain and source-file hint, and page errors (they need the MAIN world too). Failed requests come along only where Safari supports webRequest. Everything else works. Safari has no native host to hand over the bridge token, so the popup asks for it once: run node bridge/cli.js token and paste the output. For the Mac App Store, TEAM=<your team id> bash tools/make-safari.sh --release exports a signed build.

📚 Reference

Commands (run from pinpoint/bridge)

node cli.js [start]            start the bridge (default command)
node cli.js mcp                run as a stdio MCP server
node cli.js status             is it running? how many pending?
node cli.js print              pending annotations as markdown  (--consume also resolves them)
node cli.js resolve <id...> --note "what you changed"
                               mark done — the pin disappears and your note is shown as the reply
node cli.js install-hooks [dir]  wire up Claude Code
node cli.js install-native-host   let the popup's "Start bridge" button start the bridge
                               (--uninstall removes it; --id <id> allows a second checkout)
node cli.js token              print the extension token (Safari asks for it once)
node cli.js clear              delete everything
node cli.js --help

http://127.0.0.1:7331/ios      the iOS Simulator picker, served by the running bridge
http://127.0.0.1:7331/android  the Android emulator picker (needs adb)

--port <n>       default 7331, or $PINPOINT_PORT (set the same number in the popup)
--project <dir>  mirror pending annotations into <dir>/.pinpoint/
--print          echo each new annotation to stdout as it arrives
$PINPOINT_HOME   where annotations are stored (default ~/.pinpoint)
$PINPOINT_AFTER_DELAY  ms after a resolve before the After crop (default 3000, 0 turns it off)
$ANDROID_SERIAL  which Android device to read, when it isn't the one running emulator

MCP tools

toolpurpose
get_pending_annotationseverything pending as a markdown task list, each with its screenshot
list_annotationsone line per annotation
get_annotationfull detail + screenshot for one id or pin number
recheck_annotationre-find the element in the live page and report what changed, with a fresh crop next to the original
resolve_annotationmark done → the pin disappears in the browser within a second
reply_annotationask the developer a question instead of guessing; their answer comes back as pending, with the conversation
wait_for_annotationblock until the developer sends the next one
clear_annotationswipe everything

Resource: pinpoint://pending (markdown).

What a note contains

comment          "make this full-width on mobile"          ← the only instruction
page             url, title, viewport, scroll
element          tag, id, classes, a CSS selector built from stable attributes where they exist
                 (`button[data-action="next"]` rather than `:nth-of-type(2)`; shadow DOM via
                 "host >>> inner"), DOM path, rendered text, trimmed outerHTML, role/aria/data-*
                 attributes, bounding box, ~25 computed style properties, and a fingerprint
                 (tag + text + key attributes) used to verify a pin is still on the right element
                 + reuse, when it is one of several: the component and how many times it is on the
                 page (an estimate on plain HTML), and whether you meant this one or all of them
source           framework (react/vue/svelte/angular/astro), component chain,
                 file:line where the dev build exposes it — or, in a production build, from the
                 page's own source maps (same origin only; method: "sourcemap")
screenshot       PNG of just the element (+8px), long edge ≤1200px
context          only when something went wrong: uncaught errors and failed requests from the
                 minute before, redacted in the browser
steps            recorded notes only: up to 10 clicks, each with selector, label, URL and a crop
after            on done notes: a fresh crop taken after the resolve

From the iOS Simulator, element carries the accessibility identifier, label, text, value, tree path and frame instead; source is ios-native and page.url is ios-simulator://<device name>. From the Android emulator it is the resource-id, content-desc, text, class, tree path and bounds; source is android-native and page.url is android-emulator://<avd>.

For exact file:line on React 19 or Next, add a dev-only inspector plugin (vite-plugin-react-inspector, @react-dev-inspector). Pinpoint reads their data-source attributes, as well as React's _debugSource/_debugStack and Vue's __file.

🩺 Troubleshooting

No bar appears on the page

The bar only shows while the bridge runs. Check node cli.js status from pinpoint/bridge. If the bridge is up, the page probably isn't one Pinpoint injects into automatically (see Where it runs): open the toolbar popup and turn it on for that tab.

Nothing at all on a file:// page

chrome://extensions → Pinpoint → Details → Allow access to file URLs, then reload.

The toolbar dot never turns green

The bridge isn't running, or it's on a different port: the popup's Port and the bridge's --port must match. If node cli.js status says the port answers, but it is NOT the pinpoint bridge, something else owns it: start the bridge with --port 7332 and set 7332 in the popup.

port 7331 is already in use

Usually the bridge is already running in another terminal, so you're done. Otherwise pick a free port as above. Don't run two bridges at once: they share one store file.

A note has no screenshot

The picture is taken just after your comment is stored, so the comment is never lost. If the page navigated or the tab closed in that moment, the note records why. The comment, selector and styles are all still there.

Claude Code doesn't mention my notes

Hooks are read when a session starts: restart once after install-hooks. Check that <your repo>/.claude/settings.json has two entries containing print --hook and that their path still exists (moving your clone breaks it; re-run install-hooks). You can always say "apply my pinpoint annotations".

"Start bridge" says setup is needed, or can't find Node

Run node cli.js install-native-host once (again, if you moved the repo), then quit and reopen the browser. The launcher bakes in an absolute path to node; if node moved (new nvm version, Homebrew upgrade), re-run it.

You want a clean slate

node cli.js clear. ~/.pinpoint/annotations.json is the only state outside your repo.

🔒 Safety and privacy

  • The bridge listens on 127.0.0.1 only and refuses requests carrying a web page's Origin.
  • The extension must present the token in ~/.pinpoint/token.
  • Everything scraped from a page is labelled untrusted where it reaches your agent; only your typed comment is presented as an instruction.
  • Screenshots live inside ~/.pinpoint/annotations.json, not as loose files.

SECURITY.md has the full trust-boundary notes (including why <all_urls> is needed) and PRIVACY.md says exactly what is collected, where it's stored, and the one place it goes: the coding agent you connect.

A page to try it on

demo/index.html is a self-contained demo site (no build, no network) with card grids for region drags, near-identical buttons, a tab panel that rebuilds itself, a dense table and a form.

cd demo && python3 -m http.server 8080     # then open http://localhost:8080

🧪 Testing

cd test && npm install && npx playwright install chromium && npm test

210 tests. bridge.test.mjs covers the daemon, CLI, hooks, the iOS picker and every MCP tool over stdio and Streamable HTTP. e2e.test.mjs loads the extension into headless Chromium and drives real pages: React, Vue, shadow DOM, iframes, strict CSP, a 3,600-node stress page, DPR 2, cross-tab sync and a form that rebuilds its whole DOM.

The other suites

filecovers
android-bridge.test.mjsfinding adb, picking the device, parsing the view tree, the /android routes
e2e-picker.test.mjsthe /ios and /android picker pages in headless Chromium
ui-bridge.test.mjs, ui-flow.test.mjs, ui-after.test.mjsAccept, page context, recorded steps, Before / After
ui-redact.test.mjsthe page-context redaction rules
ship-edge.test.mjs, ship-firefox.test.mjs, e2e-ship.test.mjsthe Edge upload, the Firefox package and native host, the store zip and the popup's Firefox paths
ship-windows.test.mjshow setup quotes commands for cmd.exe

See CONTRIBUTING.md.

Roadmap

  • Native source hints for React Native and Flutter, via an optional dev-only package
  • CSS source mapping via chrome.debugger (which rule set this colour, and where)

⭐ Star history

Contributing

Issues and pull requests are welcome; see CONTRIBUTING.md. There's no build step: clone, npm install in bridge/, load extension/ unpacked. Every behaviour change comes with a test.

Licence

MIT, see LICENSE. Release notes are in CHANGELOG.md.

Questions fréquentes

Qu'est-ce que Pinpoint ?

Click an element in your running app or iOS Simulator, say what should change; your agent gets it.

Comment installer Pinpoint ?

Il s'exécute sur votre machine. Dans Claude Code : claude mcp add pinpoint -e 'PINPOINT_PORT=7331' -- npx -y pinpoint-bridge@0.7.2 mcp. Pour les autres clients, collez la configuration JSON de cette page dans leurs réglages MCP.

Faut-il une clé API pour Pinpoint ?

Son entrée au registre n'indique aucune clé ni secret obligatoire. Certaines fonctions peuvent tout de même demander un compte auprès du service auquel il se connecte.

Pinpoint est-il open source ?

Oui. Son code est sur GitHub sous licence MIT.

Qui maintient Pinpoint ?

Il est publié par gowtham012. AI.tn le référence sans le maintenir ni le recommander.

Issu du registre MCP officiel. Être listé n'est pas une recommandation : vérifiez le code et les permissions d'un serveur avant de lui donner accès à vos données.