AgentSwarms is an interactive learning platform for agentic AI, built around doing rather than reading.
Its playground runs in a real browser environment with no software setup, which removes the barrier that usually stops people before the first lesson.
The curriculum is guided, with in-depth lessons and real-world case studies covering system prompts, tool calling and multi-agent swarms. The pattern throughout is moving from reading about a concept to running a live agent that demonstrates it.
Agents can be connected to APIs, MCP servers and webhooks, which is where a learning exercise starts to resemble something useful.
Independent exploration is encouraged directly: learners modify system prompts, swap models and assemble their own agents rather than following a fixed path. An observability dashboard shows how those agents and swarms actually perform, which is the part that turns experimentation into understanding. AgentSwarms is free.
Research basis: This is a source-based directory listing prepared from public product information; it is not represented as a hands-on test. Last updated September 20, 2026. Read our methodology.
Exact feature availability by plan was not specified in the source.
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