playwright
Drives a real browser so the agent can open pages, click, fill forms and read what actually rendered.
Flowy lists 63 MCP servers for Automation, and the most-starred are playwright, playwright-headed and svelte, all three from the 18,281-star windmill plugin. That plugin was last pushed on October 27, 2026.
Drives a real browser so the agent can open pages, click, fill forms and read what actually rendered.
Automates a visible browser window to click, type and navigate web pages for testing.
Compiles component based UI code into small, fast vanilla JavaScript for web interfaces.
A node-based visual interface for building and running image generation pipelines with diffusion models.
Drives a real browser so the agent can open pages, click, fill forms and read what actually rendered.
Automates timeline editing, clip trimming and sequence management inside a professional video editing application.
Retrieves event level product usage data, user cohorts and funnel metrics for behavioral analytics dashboards.
Creates and edits graphic design projects such as social posts, presentations and marketing visuals in a browser based design…
An e-signature and agreement management platform used to send, sign and track legal documents online.
Answers questions and writes summaries grounded only in documents a user has uploaded.
Connects and automates workflows between thousands of different web apps and services.
Automates timeline editing, clip trimming and sequence management inside a professional video editing application.
Fetches current, version specific documentation and code examples for a library, so the agent stops working from stale training…
Drives a real browser so the agent can open pages, click, fill forms and read what actually rendered.
Gives the agent a scratchpad for multi step reasoning it can revise as it works.
Drives a real browser so the agent can open pages, click, fill forms and read what actually rendered.
Runs cloud hosted web scrapers and automation bots, called actors, to extract data from websites at scale.
Generates and edits images from text prompts using Google's advanced image generation model.
Builds and publishes responsive websites visually without writing code, backed by a CMS.
A search engine for court rulings and decisions from Switzerland's federal and cantonal courts.
Runs structured queries against Switzerland's official linked-data repository of federal legislation.
Builds and runs automated workflows that connect apps and services without writing code.
Drives a real browser so the agent can open pages, click, fill forms and read what actually rendered.
One student-language command for Yonsei Portal, Underwood, LearnUs, attendance, shuttle, spaces, dorms, and documents.
Automates meeting booking, lead routing and calendar handoffs for sales and marketing teams.
By the GitHub stars of the plugin each ships in (Flowy does not rate quality), the best Automation MCP server for Claude Code is playwright, level on stars with playwright-headed and svelte, all three from the 18,281-star windmill plugin.
Flowy lists 63 MCP servers for Automation, and this page draws the top 48 Automation MCP servers.