claude-agent-sdk

Autonomous Claude agents are built using the Claude Agent SDK, which provides a query API, tool integration, and MCP server orchestration. The SDK enables structured outputs, session management, and multi-agent workflows with fine-grained permissions and error handling for coding agents, SRE systems, security auditors, and troubleshooting workflows.

Session management enables agents to fork and resume execution across workflows. The Claude Agent SDK provides session handling, allowing agents to persist state, manage permissions, and coordinate multi-agent orchestration while maintaining strict JSON schema validation and outputFormat guarantees.

Yes, the Claude Agent SDK supports MCP server integration as part of its tool orchestration layer. You can build plugin-enabled workflows with custom and built-in MCP tools, enabling structured outputs and multi-agent coordination with robust error handling and filesystem settings.

Structured outputs are configured through Zod schema validation in the Claude Agent SDK. Define your output schema using Zod, and the SDK enforces strict JSON schema validation and outputFormat guarantees, enabling reliable agent responses across coding, SRE, and security audit workflows.

The Claude Agent SDK enables fine-grained tool permissions, filesystem settings, and subagent orchestration controls. Configure permissions for each agent, manage resource access, and define agent definitions to enable secure multi-agent workflows with robust error handling.

Yes, the Agent SDK enables subagent orchestration and multi-agent workflows with session management and permission controls. Build hierarchical agent systems where parent agents coordinate subagents, manage state across sessions, and enforce security policies for complex troubleshooting and code-review workflows.