Agent frameworks & SDKs
mellea
generative-computing/mellea
A Python library for predictable generative programs with typed outputs, verifiable requirements, retries, and multiple backends.
Topics
Related projects
agents-towards-production21.9kA hands-on tutorial collection that teaches how to take GenAI agents from prototype to secure, observable production deployment.
crewAI60.7kA Python framework for building role-based multi-agent crews and event-driven flows for production automation.
fastmcp28.4kA Pythonic framework for building MCP servers, clients and interactive tool apps quickly.
mcp-agent8.6kA Python framework for building MCP-native agents with composable router, orchestrator, and swarm patterns plus durable Temporal execution for production applications.
koog4.7kJetBrains’ Kotlin framework for building predictable, fault-tolerant enterprise AI agents across JVM, mobile, and web targets.
embabel-agent4.5kA JVM agent framework for authoring agentic flows with goals, actions and dynamic planning on top of Spring.