Built into the Swarms Marketplace

Micro-agents

Behind every page on the Swarms Marketplace there's a small, focused AI doing one job well. These are the micro-agents that tag, name, illustrate, summarize, and search the marketplace.

Agent	Stage	What it does	Highlights	Surface
Tag Generator Automated tag generation Reads a listing’s name and description and proposes a focused set of industry, type, and capability tags so listings stay searchable without manual tagging work. Launch page	Publishing	Reads a listing’s name and description and proposes a focused set of industry, type, and capability tags so listings stay searchable without manual tagging work.	5 to 16 tagsNo filler tagsOne click	Launch page
Ticker Generator Token symbol naming Proposes ticker symbols for tokenized launches, with each candidate derived a different way: initials, phonetic, mascot, portmanteau, or theme. Launch page	Publishing	Proposes ticker symbols for tokenized launches, with each candidate derived a different way: initials, phonetic, mascot, portmanteau, or theme.	3 to 5 candidatesBlocks generic symbolsAvoids major ticker collisions	Launch page
Image Generator Hero and banner artwork A two stage chain. One agent turns your product details into a proper image prompt, then an image model renders it at 16:9 for listing heroes and promotional banners. Launch page	Publishing	A two stage chain. One agent turns your product details into a proper image prompt, then an image model renders it at 16:9 for listing heroes and promotional banners.	Two agent chain16:9 compositionText free banners	Launch page
Publishing Judge Submission quality review Scores submissions from 0 to 5 and returns a written rationale rather than a bare number, with a higher bar for paid listings than free ones. Launch page	Publishing	Scores submissions from 0 to 5 and returns a written rationale rather than a bare number, with a higher bar for paid listings than free ones.	Written rationaleHigher bar for paidReputation aware	Launch page
Entity Summarizer Automated summarization Turns long listings into two to four scannable sentences on the Summary tab, and is hardened against listings that try to redirect it with their own instructions. Entity pages	Discovery	Turns long listings into two to four scannable sentences on the Summary tab, and is hardened against listings that try to redirect it with their own instructions.	2 to 4 sentencesInjection hardenedCached 12 hours	Entity pages
Registry Auto-Search Natural language filtering Translates a plain English request into registry filter state and applies each filter live, refreshing its vocabulary hourly from tags that actually exist in the catalog. Registry	Discovery	Translates a plain English request into registry filter state and applies each filter live, refreshing its vocabulary hourly from tags that actually exist in the catalog.	7 filters from 1 sentenceHourly catalog vocabularyRecovers from zero results	Registry

Each micro-agent runs as a small, model-agnostic worker composed onto the marketplace surface. We write about how they work and how they chain together on the blog. New ones get added as the product grows, so if you have an idea for one, open a case from the support page.