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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 1–12 of 12

NameLanguageStarsDownloads / month (approx.)MCPA2AMulti-agent
ADK for TypeScript

TypeScript toolkit for agents with Zod-typed tools, graph and multi-agent workflows, and Node.js or browser runtimes.

TypeScript1.4K~615.1KBuilt inBuilt inYes
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
PraisonAI

Python framework for multi-agent teams and workflows, with a CLI and Docker, MCP and A2A deployment options.

Python, JavaScript9.3K~19.8KBuilt inBuilt inYes
BeeAI Framework

Python and TypeScript framework for multi-agent systems, with MCP and A2A interop, YAML orchestration and OpenTelemetry tracing.

Python, TypeScript3.4K~23.3KBuilt inBuilt inYes
Agno

Python framework and runtime for building agents, serving them over a REST API and MCP server, and managing them from a web control plane.

Python42.9K~2.2MBuilt inBuilt inYes
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
AgentScope

Python agent framework from Alibaba that lets the model drive tool use, with team pipelines, MCP, agent skills, A2A, memory and tracing.

Python33.8K~218.1KBuilt inBuilt inYes
fast-agent

CLI-first Python agent framework and coding agent with MCP, A2A and Agent Skills support, live streaming and human input.

Python3.9K~83.5KBuilt inBuilt inYes
kagent

Kubernetes-native framework and runtime for building and running AI agents as Kubernetes custom resources.

Go, Python4.1K—Built inBuilt inYes
tRPC-Agent-Go

Go framework for multi-agent systems with graph workflows, tools, session memory, MCP, A2A, AG-UI and OpenTelemetry.

Go1.9K—Built inBuilt inYes
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
any-agent

Python interface for running and evaluating agents from several frameworks, with OpenTelemetry traces; now in soft deprecation.

Python1.3K~2.7KBuilt inBuilt inYes

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