今日热榜LessAITools · AI plugin directory中文

Benchmark explained — A task set and scoring method for comparison

A benchmark compares performance on defined tasks under specified conditions. Like an exam, it provides evidence about a limited slice of work.

An everyday example

A coding benchmark measures solutions to selected problems; your project may use different frameworks and legacy code.

When you’ll encounter it

Read the task types, date, tools, running conditions and scoring method alongside a leaderboard.

What to watch for

Scores from different tests are not interchangeable. A high score does not guarantee fit; check quality, latency and cost on your own task.

Related terms & sources

Prepared from the public sources below. Examples illustrate the concept. Reviewed on 2026-10-15.

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.

UTC+8

Pass a useful find along

Pick a draft and a platform. You can edit before posting.