Agent skill

Browser Automation

by mozilla in mozilla/firefox-devtools-mcp

This skill should be used when the user asks about browser automation, testing web pages, extracting content, filling forms, taking screenshots, or monitoring console/network activity.

Custom licenceAuto-check passedProductivity & Automation

Install Browser Automation

skills CLI
$ npx skills add mozilla/firefox-devtools-mcp --skill browser-automation -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install mozilla/firefox-devtools-mcp browser-automation --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/mozilla/firefox-devtools-mcp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/firefox-devtools-mcp/skills/browser-automation .claude/skills/browser-automation && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
browser-automation
GitHub stars
470
Token cost
~807 tokens
SKILL.md length
335 words
Files
1
Skills in repo
6
Repo updated
First seen
Licence
Custom licence

At a glance

This skill should be used when the user asks about browser automation, testing web pages, extracting content, filling forms, taking screenshots, or monitoring console/network activity.

  • Works in 3 steps: Navigate and Snapshot → Interact with Elements → Re-snapshot After Changes
  • Asks about browser automation
  • SKILL.md covers Before Starting, When to Use This Skill, Core Workflow and Quick Reference, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Browser Automation is an agent skill from mozilla/firefox-devtools-mcp. This skill should be used when the user asks about browser automation, testing web pages, extracting content, filling forms, taking screenshots, or monitoring console/network activity. Activates for E2E testing, form automation, browsing tasks, or debugging web applications.

Its SKILL.md is about 810 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Productivity & Automation, covering Browser automation and End-to-end testing. It works with Model Context Protocol. The repository describes itself as: Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through WebDriver BiDi.

When your agent uses it

  • Asks about browser automation
  • Testing web pages
  • Extracting content
  • Taking screenshots

Example prompts

  • “/browser-automation”

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Navigate and Snapshot
  2. Interact with Elements
  3. Re-snapshot After Changes

What it can do on your machine

Read from SKILL.md and the folder at commit 5c69888. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Browser Automation loads about 807 tokens when it runs. Until then it costs about 74 tokens; SKILL.md has 335 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~74
When it runs · the whole SKILL.md, loaded when a task matches
~807

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 335 words (~807 tokens).

“When the user asks about browser automation, use Firefox DevTools MCP to control a real Firefox browser.”

— opening of SKILL.md by mozilla, Custom licence
name
browser-automation

Read the full SKILL.md on GitHub

Files

Just SKILL.md in plugins/firefox-devtools-mcp/skills/browser-automation of mozilla/firefox-devtools-mcp.

Open the folder on GitHubat commit 5c69888

Compare with similar skills

Browser Automation next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Browser Automation compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Browser Automation this skillmozilla/firefox-devtools-mcp470—~807Automated safety check: PassCustom licence
Playwright E2E Testingactivepieces/activepieces25k—~6.8kAutomated safety check: PassCustom licence
Webctlcosinusalpha/webctl419—~1.7kAutomated safety check: PassNone
Glance TestDebugBase/glance156—~827Automated safety check: PassMIT
Playwright Testingchongdashu/vibejam-starter-pack149—~2.2kAutomated safety check: PassNone
Agentic Browser Testingpetrkindlmann/qa-skills165—~4.5kAutomated safety check: PassMIT

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  • Playwright E2E Testing

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    25k GitHub stars~6.8k tokensUpdated today
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  • Webctl

    cosinusalpha/webctl

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More from mozilla/firefox-devtools-mcp

  • Web Performance

    mozilla/firefox-devtools-mcp

    Find and fix why a website is slow by capturing and analyzing a Firefox performance profile, or by analyzing a profile the user already has (a saved file or a profiler.firefox.com share link).

    470 GitHub stars~1.2k tokensUpdated yesterday
    Auto-check passed
  • Firefox Devtools Diagnose

    mozilla/firefox-devtools-mcp

    Diagnose Firefox DevTools MCP setup issues. An agent skill from mozilla/firefox-devtools-mcp.

    470 GitHub stars~672 tokensUpdated yesterday
    Auto-check passed
  • Debug

    mozilla/firefox-devtools-mcp

    Show console errors and failed network requests. An agent skill from mozilla/firefox-devtools-mcp.

    470 GitHub stars~241 tokensUpdated yesterday
    Auto-check passed
  • Navigate

    mozilla/firefox-devtools-mcp

    Navigate Firefox to a URL and take a DOM snapshot for interaction

    470 GitHub stars~192 tokensUpdated yesterday
    Auto-check passed
  • Screenshot

    mozilla/firefox-devtools-mcp

    Take a screenshot of a URL or the current page. An agent skill from mozilla/firefox-devtools-mcp.

    470 GitHub stars~318 tokensUpdated yesterday
    Auto-check passed

Questions about Browser Automation

What does Browser Automation do?

This skill should be used when the user asks about browser automation, testing web pages, extracting content, filling forms, taking screenshots, or monitoring console/network activity. Browser Automation is an agent skill from mozilla/firefox-devtools-mcp. This skill should be used when the user asks about browser automation, testing web pages, extracting content, filling forms, taking screenshots, or monitoring console/network activity.

When should I use Browser Automation?

Browser Automation fits situations like: asks about browser automation; testing web pages; extracting content; taking screenshots.

How do I install Browser Automation in Claude Code?

Run `npx skills add mozilla/firefox-devtools-mcp --skill browser-automation -a claude-code`. Or copy the skill folder (plugins/firefox-devtools-mcp/skills/browser-automation in mozilla/firefox-devtools-mcp) into .claude/skills/browser-automation in your project. Claude Code loads it when a task matches its description.

How do I install Browser Automation in Codex?

Run `npx skills add mozilla/firefox-devtools-mcp --skill browser-automation -a codex`. Or copy the skill folder (plugins/firefox-devtools-mcp/skills/browser-automation in mozilla/firefox-devtools-mcp) into .agents/skills/browser-automation in your project. Codex loads it when a task matches its description.

Can I use Browser Automation in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mozilla/firefox-devtools-mcp --skill browser-automation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/browser-automation, .gemini/skills/browser-automation, .github/skills/browser-automation and .opencode/skills/browser-automation in your project.

What does Browser Automation need to run?

SKILL.md names no scripts, command-line tools or credentials: Browser Automation is instructions for the agent only.

Does Browser Automation access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Browser Automation safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Browser Automation use?

Browser Automation has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Browser Automation use?

About 807 tokens (SKILL.md is roughly 3.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Browser Automation?

Skills that share tags, products or a category with Browser Automation: Playwright E2E Testing (activepieces/activepieces, 25k stars), Webctl (cosinusalpha/webctl, 419 stars), Glance Test (DebugBase/glance, 156 stars) and Playwright Testing (chongdashu/vibejam-starter-pack, 149 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Browser Automation?

mozilla (a GitHub organization) maintains it in mozilla/firefox-devtools-mcp, which has 470 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on October 6, 2026.

Source: mozilla/firefox-devtools-mcp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.