PraisonAI

PraisonAI is a framework for building, running and managing multi agent AI systems, with a focus on agents that reflect on and improve their own work. It provides Python building blocks for a single Agent, an AgentTeam, an AgentFlow for stepwise workflows and an AgentOS that serves agents as a web API. A JavaScript SDK and a Rust SDK are listed alongside the Python one. It is aimed at developers who want to automate research, writing and operational tasks with low code setup. Agents can be given memory, knowledge and retrieval, tools, and connections to MCP servers, and the documentation describes support for more than 100 language model and tool integrations. The Claw dashboard offers a local web interface with chat, agents, memory and knowledge, and the platform can deliver results to channels such as Telegram, Discord, Slack and WhatsApp. Deployment guidance covers Docker, cloud hosting, an MCP server and the A2A protocol. Installation is available through a one line script, uvx, pipx or pip, and an onboarding command guides first time setup. The documentation site publishes no pricing page and no plan prices. The project is distributed for developers to install, and the documentation also offers a machine readable index of its pages for tools that build on the product.