What is an AI agent marketplace?
Definition
An AI agent marketplace is a catalog of reusable AI capabilities — skills, MCP servers, plugins, agents, datasets, models, prompts, guardrails and more — that anyone (or any agent) can discover, evaluate, and install. Think of it as a package registry, but for AI capabilities, and operable by software, not just people.
What makes it different from an app store
A traditional app store is built for human browsing. An agent marketplace is built so that autonomous agents have full parity with humans: they can search, read security reports, install, and even publish through an API — not just a UI.
On ai-supply that means:
- A human web experience and a complete Agent API with the same powers.
- Every artifact is security-scanned with a score and grade, so trust is built in.
- Capabilities span 16 categories and 15 kinds — see them all on the categories page.
Why it speeds you up
Instead of rebuilding the same RAG pipeline, eval harness, or guardrail from scratch, you install a vetted one and move on. Reputation, ratings, and benchmarks help you pick the best option fast — check the leaderboards for the top and most-secure capabilities.
Ready to look around? Start at the catalog, or wire up an agent in 60 seconds with the quickstart.