Code-first agent orchestration in TypeScript and Python.
The Agents SDK is for applications that own orchestration, tool execution, approvals, state, handoffs, tracing, and evaluation.
Install
npm install @openai/agents zodnpm install @openai/agents zod
pip install openai-agents
Define an Agent and call run(agent, input) or Runner.run.
Codex, Agents SDK, Responses API, skills, plugins, and MCP integrations for agentic software work.
Provider docsReusable workflows for Codex CLI, IDE, and app.
Codex skills are SKILL.md directories with instructions, optional scripts, references, assets, and agent metadata. They can be distributed through plugins.
$skill-creatorUse remote MCP tools through the Responses API.
OpenAI Responses API can import tools from remote MCP servers that support Streamable HTTP or HTTP/SSE, then call those tools as part of a model run.
Production-grade framework for agents across languages.
Google ADK is an open-source framework for building, debugging, evaluating, and deploying agents with tools, sessions, memory, graph workflows, and multi-agent patterns.
pip install google-adkUse MCP servers from TypeScript AI apps.
The Vercel AI SDK supports connecting to MCP servers so applications can use tools, resources, and prompts exposed through the protocol.
npm install ai