StableAgents provides a comprehensive toolkit to create autonomous AI agents that can plan, execute, and adapt complex workflows using large language models. It supports modular components including planners, memory stores, tools, and evaluators. Agents can access external APIs, perform retrieval-augmented tasks, and store conversation or interaction context. The framework comes with a CLI and Python SDK, enabling local development or cloud deployment. Through its plugin architecture, StableAgents integrates with popular LLM providers and vector databases and includes monitoring dashboards and logging for performance tracing.