Browser Use
Lets AI do web tasks for you, such as filling forms, searching and extracting data, in the maker’s cloud browsers or on your computer.
Description from the maker (original English)
Drive a real Playwright browser: annotated screenshot + structured page state after every action.
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.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"clickcast": {
"command": "npx",
"args": [
"-y",
"clickcast-mcp"
]
}
}
}Run this in your terminal
claude mcp add clickcast -- npx -y clickcast-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"clickcast": {
"command": "npx",
"args": [
"-y",
"clickcast-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"clickcast": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"clickcast-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
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 8, 2026
The registry name was verified with the GitHub account AlexKay28, 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 (0.4.4) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv), Node.js on your computer.
In the same category: Browser Use, Chrome DevTools MCP, MCP Server Browser
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
Lets AI do web tasks for you, such as filling forms, searching and extracting data, in the maker’s cloud browsers or on your computer.
Lets AI use Chrome’s developer tools to inspect pages, find what makes them slow and spot errors. Made by the Chrome DevTools team.
MCP server for browser use access
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.
Give AI agents visual + structured feedback about live web UIs — and give humans deterministic demo reels while you're at it.
What's new (v0.4.4) —
npx-installable npm wrappers (clickcast+clickcast-mcp) on top of the v0.3.0 highlights: live agent control via an MCP server, pixel-levelclickcast diff, accessibility semantics fused with the pixel-grid overlay, an official CI GitHub Action, Homebrew/apt packaging, and a self-healing first run. SeeCHANGELOG.mdfor the full notes.
See [`docs/ONE_PAGE_NAVIGATION_ORDER_TIPS.md`](docs/ONE_PAGE_NAVIGATION_ORDER_TIPS.md) for the nine principles behind why this reel reads as legibly as it does — and the scenario template you can copy for your own reels.
clickcast drives a real browser through a website and hands back two things:
docs/feedback-schema.md.Point it at a URL and it will *auto-discover* the interactive elements and build a tour for you, or hand it a small YAML scenario for a scripted, repeatable walkthrough.
One line, ready to run immediately after:
pip install clickcast && clickcast install --with-deps chromium && clickcast doctor
Broken down — pip install clickcast (requires Python ≥ 3.10) gets you the CLI; clickcast install downloads Chromium (~one-time, ~180MB — kept out of the pip package itself since it's versioned independently and every project doesn't need every engine); --with-deps also pulls the system libraries Chromium needs (Linux only, may prompt for sudo); clickcast doctor confirms everything above actually worked.
Forgot the second step? Any command that needs a browser (auto, run, shot, elements, mcp) detects a missing engine itself and offers to install it right then instead of failing — say yes once and it retries automatically. That prompt only fires in an interactive terminal; CI/scripted runs fail fast with the exact fix command instead of hanging on stdin.
brew install --build-from-source ./Formula/clickcast.rb # works today, clone this repo first
brew install AlexKay28/clickcast/clickcast # tap not bootstrapped yet -- see docs/packaging/homebrew.md
.deb)bash scripts/build_deb.sh 0.2.9 && sudo dpkg -i dist-deb/clickcast_0.2.9_amd64.deb # works today, clone this repo first
sudo apt install clickcast # hosted repo not bootstrapped yet -- see docs/packaging/apt.md
Both native packages skip the Chromium download (~180MB, versioned independently of clickcast) and never install a second ffmpeg (clickcast already bundles one via imageio[ffmpeg]) -- run clickcast install --with-deps chromium once after either install path. Full design rationale, what's live today vs. what needs one-time bootstrapping, and the exact bootstrap steps: docs/packaging/homebrew.md, docs/packaging/apt.md.
clickcast + clickcast-mcp)Two npm packages -- thin Node wrappers whose postinstall provisions an isolated Python venv and pip-installs the pinned PyPI clickcast, since there's no way to ship clickcast's Playwright/Pillow/ffmpeg runtime as pure JS. Built specifically because the MCP ecosystem's install pattern is npx , not pip install:
npx -y clickcast-mcp # MCP entry point -- execs `clickcast mcp`
npx clickcast --version # general CLI wrapper
Both are published on the npm registry. To run against your working copy instead of the published version:
cd npm/clickcast-mcp && npm pack && npm install -g ./clickcast-mcp-*.tgz && clickcast-mcp --help
cd npm/clickcast && npm pack && npm install -g ./clickcast-*.tgz && clickcast --version
Full design rationale (including why the shared provisioning code is a vendored copy rather than a file: dependency), what's live today vs. what needs bootstrapping, and the exact bootstrap steps: docs/packaging/npm.md.
Paste the block below into your coding agent (Claude Code, Cursor, Copilot Chat, Codex, etc.) to teach it clickcast in one message. The agent will install the tool, verify the environment, generate a visual + machine-readable report for your project, and know how to gate CI on the results.
You are going to use `clickcast` (https://pypi.org/project/clickcast/) to visually verify
this project's frontend. It produces a watchable GIF reel + a JSON sidecar with per-step selectors, timings, page state, error codes, and a graph of the app's pages. Follow this exact sequence:
clickcast skill --json and read the output. It lists every subcommand, flag, docs URL, and sidecar schema pointer. Prefer this over guessing.--for-humans gives a legible reel for the user to watch; --emit-events prints a machine-readable JSONL line you can parse. .json, schema v4) For each step, gate on the structured fields — NOT regex over prose:status : "ok" | "failed" | "skipped"error_code : "timeout" | "locator_missing" | "cross_origin" | "navigation_error" | "selector_ambiguous" | "other"skip_reason : "optional_no_reaction" | "pre_action_failed" | "element_vanished" | "cross_origin_bounce"page_state : title, url_after, console_errors, page_errors, network_failed The top-level graph block gives page nodes + navigation edges you can use to reason about the app's shape, not just the sequence you ran.⚠ — see lines for known anti- patterns (nav-heavy tour, click without DOM reaction, very short reel, cross-origin bounce, incoherent cursor styling). Each has a stable kebab-case id you can dedupe or gate on.clickcast assertions .json --baseline golden.json diffs the run against a committed baseline; nonzero exit on drift. Byte-identical across runs (timestamps, frame paths, and URL query strings excluded).Reference docs (all in-repo, load lazily as needed):
If something is unclear, run clickcast --help before asking me.
Once the agent has this, ask it something concrete like *"run clickcast auto against http://localhost:3000 and tell me which clicks had DOM reactions"* — it now has everything it needs.
Everything above is batch mode: record a whole tour, then read back a GIF + sidecar. clickcast mcp is the live counterpart — an MCP server that drives one action at a time (goto/click/type/scroll/...) and hands back clickcast's richer per-call payload (annotated frame, page_state, grid coordinates, an enumerated error_code) instead of a bare screenshot, so an agent can react before deciding the next step.
pip install 'clickcast[mcp]'
{
"mcpServers": { "clickcast": { "command": "clickcast", "args": ["mcp"] } } }
Reach for mcp when an agent needs to explore and react live; reach for auto/run for a repeatable, one-shot artifact (CI, docs, release notes). Full tool reference, client config for Claude Code / Claude Desktop, and the schema doc: docs/mcp.md · docs/mcp-tool-schema.md.
clickcast auto https://example.com --out tour.gif
Produces two files:
tour.gif — the reeltour.gif.json — the AI-consumable sidecar (schema_version: 4, spec at docs/feedback-schema.md)For a walkthrough of how an LLM agent consumes both, see docs/ai-integration.md.
| Mode | Command | When |
|---|---|---|
| Auto | clickcast auto | Quick tour of a site; you don't care about the exact script. |
| Scenario | clickcast run tour.yml | Precise, repeatable walkthrough. Docs, release notes, CI. |
| Shot | clickcast shot | One screenshot, viewport or full-page. |
| Explore | clickcast explore | The app's *shape* only — nodes, edges, per-page discoveries — no reel. |
All three are deterministic, headless-by-default, and CI-friendly.
auto Discover interactive elements and record a click-tour.
| Flag | Default | Notes | |||
|---|---|---|---|---|---|
--out PATH | reel.gif | Extension picks the format. | |||
--max-steps N / -N | 15 | Total click budget across every visited page. | |||
--max-pages N | 5 | Cap on pages visited; 1 disables multi-page exploration. | |||
--max-duration SEC | 120 | Hard wall-time cap; on hit the tour stops and frames are encoded. | |||
--click-timeout SEC | 5 | Per-click timeout so one stuck click can't stall the tour. | |||
| `--traversal dfs\ | bfs` | dfs | dfs = narrative reels; bfs = site-map style coverage. | ||
--seed-url URL | – | Repeatable; tour visits exactly the start URL + seeds, no auto-enqueue. | |||
| `--pace fast\ | natural\ | slow\ | onboarding` | natural | Sets --fps + --dwell together. Explicit flags win. |
--zoom-on-click F | 0 (off) | Post-click crop-and-scale around the click point (e.g. 2.5 = 2.5×). | |||
--for-humans | off | Composite: flips --pace onboarding, --zoom-on-click 2.5, --highlight-target, --title-card, --summary-card. | |||
--highlight-target | off | Pulsing ring around each click target before the ripple. | |||
--title-card | off | Prepend a title card; masks the pre-first-paint flash. | |||
--summary-card | off | Append a pages · clicks · duration stats card. | |||
--dwell SEC | 1.0 | Hold time after each action. | |||
--initial-wait SEC | 2.0 | Post-networkidle hold to let SPAs hydrate. | |||
--viewport WxH | 1280x800 | ||||
--device NAME | – | Playwright preset (e.g. "iPhone 15", "Pixel 8"). | |||
--engine E | chromium | chromium / firefox / webkit. |
Only the beginning is shown; read the rest in the repo