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FastMCP 3.0 is a framework for building smarter AI context apps, not just tool servers. Pull tools and data from anywhere, reshape them, control access, track state, and run long tasks — with hot reload, versioning, and observability built in for production use.
FastMCP 3.0The fast, Pythonic way to build MCP servers and clients
Prefect is a new workflow management system, designed for modern infrastructure and powered by an open-source engine.
Use a flexible Python framework to easily combine tasks into workflows, then deploy, schedule, and monitor their execution in the Prefect UI.
PrefectThe new standard in dataflow automation