<ul data-eligibleForWebStory="false"><li>FastMCP simplifies building LLM toolchains without complexities and problems encountered in manual setups.</li><li>By introducing Pythonic, testable tools, FastMCP ensures agents behave as expected, providing a streamlined process for defining, testing, and using tools.</li><li>FastMCP eliminates the need for orchestration glue and hidden layers, offering a cleaner and more intuitive method for developing LLM toolchains.</li><li>Overall, FastMCP aims to enhance the efficiency and reliability of constructing and testing LLM toolchains by providing a straightforward and robust solution.</li></ul>

FastMCP — A Smarter Way to Build LLM Toolchains

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