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High-Potential
Python

🛠️ Fast-Agent: Framework for Building and Evaluating Agents

3,798 stars406 forksPython
acpagentagent-frameworkagent-skillsclimcpmcp-clientmcp-serverpythonskillstui
Fast-Agent is a Python-based framework focused on coding, building, and evaluating AI agents. A key technical focus of the project is its deep support for MCP (Model Context Protocol) and ACP, meaning it can easily interface with other standardized tools as either a client or a server. The practical value here is that it emphasizes "evaluation" just as much as execution. In current AI development, building a functional agent is relatively straightforward, but quantifying its performance on specific tasks is difficult. Fast-Agent provides CLI and TUI (Terminal User Interface) tools, allowing developers to quickly test and debug agent skills directly in the terminal. For those who need to iterate on and validate agent logic frequently, this is a highly useful utility.