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Complete one concrete task with AI

Start with a website check, development documentation or an interface review. Each plan explains the first choice, when to switch, what to prepare and how to verify the result.

Choose what you need to do now

Start with an AI assistant you can already use, then choose a task below. MCP connects an assistant to external tools; a skill gives it task instructions. Each plan starts with one recommendation.

Check website buttons and forms

Use Playwright MCP to follow one page workflow and compare each action with its expected result.

Give AI current development docs

Use Context7 to retrieve library documentation for your version, then check the sources and examples.

Improve web design and mobile usability

Start with web-design-guidelines to review controls, forms and mobile layout before making focused changes.

Use observed results to choose the next step

Begin with a small task you can check. Confirm actual tool calls, documentation versions and page outcomes before changing code or expanding the scope.

These plans include a first prompt and a checking method. You do not provide passwords or keys to this website. Check the tool’s official guidance for runtime requirements, authorization and access limits.

Sources and ranking

This directory lists AI development plugins with public source code and a clear purpose. Browse by task, then open an introduction to learn what a project does, who it is for, and what you need to get started. It covers selected projects, not every AI plugin.

How do the three plugin types differ?

Tool connections (MCP) let AI assistants use external tools such as browsers, code repositories and databases. MCP is the protocol used for these connections.

Reusable skills give a compatible AI assistant instructions and guidance for a particular task.

Editor plugins run inside the software you use to write code, adding AI chat, completions or suggested edits.

How does “Most starred” work?

Projects are sorted by their total GitHub stars. Stars indicate interest; they are not downloads, active users or quality scores. A skill pack counts as one project. Daily star growth is not shown without historical records.

What does “Recently updated” mean?

It uses the most recent code push, which may not be a new release. The 7-day filter checks that project update time; ranking still uses all-time stars. Each introduction shows when its star count was collected. Failed updates keep the last saved data.

Introductions are based on public project documentation. These projects have not each been installed and tested here. Check the project documentation for setup, compatibility and service costs. Refreshing this list only reads saved data; it does not start collection.

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