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Harnesses & SDKs

Frameworks and SDKs for building agents: the Claude Agent SDK, OpenAI Agents SDK, LangGraph, CrewAI and many more. Each page lists languages, packages, MCP and A2A support and how it orchestrates agents, with a link to the page every fact came from.

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Showing 1–7 of 7

NameLanguageStarsDownloads / month (approx.)MCPA2AMulti-agent
atmosphere

Java runtime for AI agents that streams tokens and tool events over WebSocket, SSE or gRPC, with human approvals.

Java3.8K—Built inBuilt inYes
Google Agent Development Kit (ADK)

Open-source toolkit for building, evaluating and deploying agents in Python, TypeScript, Go, Java and Kotlin, tuned for Gemini but model-agnostic.

Python, TypeScript, Go, Java, Kotlin22K~10.1MBuilt inNot statedYes
Spring AI Alibaba

Java framework for agentic, workflow and multi-agent AI apps, with graph workflows, MCP and A2A support.

Java11.1K—Built inBuilt inYes
Koog

Kotlin and Java framework for AI agents with tools, graph workflows, MCP, streaming and multiplatform targets.

Kotlin, Java4.6K—Built inNot stated—
attestix

Python toolkit for signed identities, verifiable credentials and delegated authority for AI agents, with MCP and REST interfaces.

Python, JavaScript, Go, Java839~690Built inNot stated—
Semantic Kernel

Model-agnostic SDK for building agents and multi-agent systems in Python, .NET and Java; Microsoft names Agent Framework as its successor.

Python, C#, Java28.7K~332.1KBuilt inNot statedYes
ADK for Java

Code-first Java toolkit for building and testing AI agents, with multi-agent hierarchies, a dev UI and Maven packages.

Java1.8K—Built inBuilt inYes

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