“AWS”

Python SDK for deploying agents to Amazon Bedrock AgentCore, a managed runtime with memory, gateway, tools and observability.

Open-source Python and TypeScript SDK for model-driven agents, with tools, MCP, multi-agent patterns and streaming.

Typed Python SDK for building agents with swappable model providers, plus optional capabilities for memory, sub-agents, planning and durable execution.

Open-source framework that routes each user query to one of several AI agents, with Python, TypeScript and Swift runtimes.

OpenAI-compatible agentic API server for inference, vector stores, files and skills, on any model or infrastructure.

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

Python framework for agents that discover MCP tools by themselves, with optional memory, guardrails, cache and tracing.

Typed Python toolkit for composing classic and agentic retrieval-augmented generation pipelines with pluggable LLMs and stores.

Python framework for autonomous agents that work in a sandboxed workspace, and task agents with tools and MCP support.