Install payload
Install payload is broadly covered in current results.
92% (11/12)
Browse the directory
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Showing 16 resources for "browser-automation"
Saved
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Active
2 trusted · 14 review in this set — compare to see which signals differ.
Trust snapshot
16 results in this view
Claimed
0%(0/16)
3 trust signals differ in this sample: Package trust, Source provenance, Submitter
Signals differ on Package trust, Source provenance, Submitter — add entries to compare before you install.
Rollout signal scan
2 rollout risk signals in current results
Biggest gaps: metadata review, package integrity. 0 entries have 2+ required gaps.
good
Adoption queue
Browse adoption queue · balanced
5/16 visible results are in hold tier and need mitigation before adoption.
ready 0caution 11hold 5
Browser Agent Workflow Automation Skill
1 blockers: Metadata review
caution
70/100
Request metadata review from maintainers or internal owners.
skills/browser-agent-workflow-automation · trust trusted · confidence 83%
Playwright MCP Browser Automation Engineer Skill
1 blockers: Metadata review
caution
70/100
Request metadata review from maintainers or internal owners.
skills/playwright-mcp-browser-automation-engineer · trust trusted · confidence 83%
Bowmark MCP Server for Claude
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/bowmark-mcp-server · trust review · confidence 67%
Bright Data Web MCP Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/bright-data-web-mcp-server · trust review · confidence 67%
Browser Harness
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
tools/browser-harness · trust review · confidence 67%
BrowserAct Skills
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
skills/browseract-skills · trust review · confidence 67%
Firefox DevTools MCP
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/firefox-devtools-mcp · trust review · confidence 67%
Hyperbrowser MCP Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/hyperbrowser-mcp-server · trust review · confidence 67%
Decision confidence
Decision confidence scan · balanced
5/16 results are low-confidence and need review before adoption.
high 2medium 9low 5
Browser Agent Workflow Automation Skill
Confident candidate for staged adoption.
high
74/100
Missing: Metadata review
skills/browser-agent-workflow-automation · trust trusted
Playwright MCP Browser Automation Engineer Skill
Confident candidate for staged adoption.
high
74/100
Missing: Metadata review
skills/playwright-mcp-browser-automation-engineer · trust trusted
Bowmark MCP Server for Claude
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/bowmark-mcp-server · trust review
Bright Data Web MCP Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/bright-data-web-mcp-server · trust review
Browser Harness
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
tools/browser-harness · trust review
BrowserAct Skills
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
skills/browseract-skills · trust review
Firefox DevTools MCP
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/firefox-devtools-mcp · trust review
Hyperbrowser MCP Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/hyperbrowser-mcp-server · trust review
Freshness distribution
Mostly fresh with a few aging entries
Median age 53 days; 10 fresh, 2 aging or stale of 12 scanned.
Oldest entries in this view
Theme distribution
Results center on browser-automation
100% of this view shares the top theme. Leading themes: browser-automation, testing, playwright.
- browser-automation100% (16)
- testing31% (5)
- playwright25% (4)
- agent-infrastructure13% (2)
- agent-skills13% (2)
- ai-agents13% (2)
- claude-code13% (2)
- codex13% (2)
44 distinct themes across 16 scanned
Build robust browser automation workflows for AI agents with deterministic selectors, retries, and safe action boundaries.
Build resilient browser automations using Playwright MCP with robust selectors, retries, and deterministic task execution.
MIT-licensed CDP browser-control harness from Browser Use that lets Claude Code, Codex, and other coding agents connect to a real or cloud Chrome browser, use screenshots and coordinate clicks, edit task-specific helpers, and optionally learn reusable domain skills for web automation workflows.
MIT-licensed BrowserAct Agent Skill pack for installing and operating the `browser-act` browser automation CLI from Claude Code, Codex, OpenClaw, Cursor, OpenCode, Windsurf, Gemini CLI, and other skills-compatible agents.
Hyperbrowser's MCP server for AI agents that need hosted browser scraping, crawling, structured extraction, Bing search, persistent browser profiles, and browser-use, OpenAI CUA, or Claude computer-use browser agents.
Bowmark MCP Server for Claudeby Bowmark · submitted by kiannidev
Bowmark hosted MCP server serving pre-computed website navigation recipes for reliable browser automation from Claude, with optional Bearer API key auth.
Firefox DevTools MCPby Mozilla · submitted by oktofeesh1
Mozilla-maintained MCP server for automating Firefox through WebDriver BiDi, with tools for page navigation, snapshots, UID-based input, screenshots, network requests, console messages, dialogs, history, viewport changes, optional JavaScript evaluation, privileged Firefox contexts, preferences, and WebExtension.
Scrapling MCP Serverby Karim Shoair · submitted by oktofeesh1
MCP server for Scrapling web scraping workflows, including HTTP scraping, browser-backed dynamic fetching, stealth fetching, screenshots, persistent browser sessions, selectors, proxies, and prompt-injection sanitization.
Bright Data Web MCP Serverby Bright Data · submitted by oktofeesh1
MCP server that connects Claude to Bright Data web search, scraping, browser automation, public web datasets, and package metadata tools.
Expert skill for reviewing Playwright trace artifacts, screenshots, action timelines, network events, retries, and CI evidence to classify flaky browser test failures without guessing from logs alone.
Browserlessby Browserless · submitted by oktofeesh1
Managed and self-hostable headless browser infrastructure for Puppeteer, Playwright, BrowserQL, REST APIs, and AI browser automation workflows.
Playwright MCP Server for Claudeby Microsoft · submitted by glorydavid03023
Official Microsoft Playwright MCP server that lets Claude drive a real browser through Playwright's accessibility tree for fast, deterministic web automation and testing.
Open-source browser automation library for building AI agents that can navigate, click, type, and inspect websites.
Hyperbrowser is a cloud platform for running headless Chrome browser sessions that AI agents and developers control remotely.
Open-source browser automation framework for combining code, Playwright-style control, and AI-assisted web actions.
Safety · Privacy ·
Cloud browser infrastructure for browser automation, AI agents, scraping workflows, and web interaction at scale.
Safety · Privacy ✓