According to AlphaMoat, as of 2026-07, Playwright MCP has 45,084 downloads and 166 stars — ranked #84 of 106,927 Claude skills overall, and #29 of 17,222 in AI Agent.
Browser automation via Playwright MCP server. Navigate websites, click elements, fill forms, extract data, take screenshots, and perform full browser automation workflows.
| Month | Downloads | MoM | Stars | Installs |
|---|---|---|---|---|
| 2026-07 | 45.1K | +3.0% | 166 | 4.6K |
| 2026-06 | 43.8K | +3.2% | 162 | 4.6K |
| 2026-05 | 42.4K | +19.7% | 154 | 4.6K |
| 2026-03 | 35.5K | — | 120 | 3.8K |
Captures learnings, errors, and corrections to enable continuous improvement for the agent.
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking...
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...
Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.
Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...
Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞
Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Browser automation using Playwright API directly. Navigate websites, interact with elements, extract data, take screenshots, generate PDFs, record videos, and automate complex workflows. More reliable than MCP approach.
Enable or disable a strict engineering workflow for coding tasks enforcing goal clarification, specs, planning, test-driven small steps, and verification.
System package maintenance for Ubuntu (apt), npm, brew, and OpenClaw skills. Conservative workflow with 2-day quarantine for non-security updates, automatic...
Manage NotebookLM MCP auth lifecycle on Linux by automating GUI startup, auth refresh, status check, and cleanup for frequent cookie expiry.
Manage Gemini MCP authentication lifecycle on Linux by automating cookie refresh, GUI startup/shutdown, status checks, and smoke tests.
Data month: 2026-07 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.