PraisonAI is an agent framework enabling developers to deploy autonomous, self-improving AI agents that can research, plan, code, and execute tasks. It supports multi-agent orchestration and scales from single agents to entire agent organizations. The framework includes built-in memory systems, RAG capabilities for knowledge retrieval, and compatibility with over 100 language models. It exposes an MCP server for integration with AI tooling ecosystems.