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What is plugin AI search?

Plugin AI search lets you describe a job in plain words and get matching Claude Code plugins, skills and MCP servers back. Flowy reads your sentence for meaning and for keywords, ranks listings from its index, and shows the best matches as the same listing cards you see everywhere else on the site.

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Try it

Describe a job and the matches appear below as listing cards.

How does plugin AI search work?

Three steps, from a sentence to an install command.

  1. 01

    Say the job

    Write what you want done, or what you are building. A sentence is enough.

  2. 02

    Read the matches

    Each result shows its type, creator, stars and what it includes.

  3. 03

    Open the listing

    Every card is a link to the full page, where the install command lives.

What does AI search look through?

Everything in the Flowy index.

Plugins
Bundles of skills, agents, commands, hooks or MCP servers in one install.
Skills
Instructions Claude Code loads when a task calls for them.
Agents
Sub-agents, each with its own role and prompt.
Commands
Slash commands you run by name.
Hooks
Scripts that run on Claude Code events.
MCP servers
Connections from Claude Code to outside services and data.
AI tools
Other AI tools and repositories listed in the index.

Finding a plugin is the first half. Skill routing is how an installed skill gets picked for each prompt.

How is it different from keyword search?

Keyword search matches the words you typed. AI search also matches what you meant.

RowKeyword searchAI search
You typeWords that appear in a listingA sentence about the job
It matchesThe words you typedWhat you meant, plus the keywords in it
Best forA plugin you already know by nameFinding what exists when you do not know the name
You getA filtered listListing cards, best fit first

What can I ask?

Anything you would say to a teammate.

  • “I want to create an iOS app, what plugins should I use?”
  • “Plugins and skills to hack NASA”
  • “Review pull requests before I merge”
  • “Connect Claude Code to my Postgres database”
  • “Find why a test fails only sometimes”
Try AI searchHow to find Claude Code plugins with AI search

Frequently asked questions

What is plugin AI search?

Plugin AI search lets you describe a job in plain words and get matching Claude Code plugins, skills and MCP servers back. Flowy reads your sentence for meaning and for keywords, ranks listings from its index, and shows the best matches as the same listing cards you see everywhere else on the site.

How is AI search different from keyword search?

Keyword search matches the words you typed against the words in a listing. AI search also reads what you mean, so a sentence like "keep my commit messages tidy" can find a plugin that never uses those words. Flowy ranks by meaning and by keyword together.

What does AI search look through?

The Flowy index: plugins, skills, agents, commands, hooks, MCP servers and AI tools. Each result is the same listing card used across the site, with its type, creator and stars.

Does AI search install anything?

No. It finds listings. Each card opens the listing page, where you read what the plugin does and copy the install command yourself.

Is AI search free?

Yes. When many searches come from one place at once, Flowy asks you to wait and offers keyword search in the meantime.

How do I write a good ask?

Say the job, then add what you know about your setup, for example "write tests first for my TypeScript API". The how-to guide on finding Claude Code plugins with AI search has more.

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