Anthropic offers two ways to build with Claude, each suited to different use cases:
| Messages API | Claude Managed Agents | |
|---|---|---|
| What it is | Direct model prompting access | Pre-built, configurable agent harness that runs in managed infrastructure |
| Best for | Custom agent loops and fine-grained control | Long-running tasks and asynchronous work |
| Learn more | Messages API docs | Claude Managed Agents docs |
Claude Managed Agents provides the harness and infrastructure for running Claude as an autonomous agent. Instead of building your own agent loop, tool execution, and runtime, you get a fully managed environment where Claude can read files, run commands, browse the web, and execute code securely. The harness supports built in prompt caching, compaction, and other performance optimizations for high quality, efficient agent outputs.
Claude Managed Agents is built around four concepts:
| Concept | Description |
|---|---|
| Agent | The model, system prompt, tools, MCP servers, and skills |
| Environment | A configured container template (packages, network access) |
| Session | A running agent instance within an environment, performing a specific task and generating outputs |
| Events | Messages exchanged between your application and the agent (user turns, tool results, status updates) |
Create an agent
Define the model, system prompt, tools, MCP servers, and skills. Create the agent once and reference it by ID across sessions.
Create an environment
Configure a cloud container with pre-installed packages (Python, Node.js, Go, etc.), network access rules, and mounted files.
Start a session
Launch a session that references your agent and environment configuration.
Send events and stream responses
Send user messages as events. Claude autonomously executes tools and streams back results via server-sent events (SSE). Event history is persisted server-side and can be fetched in full.
Steer or interrupt
Send additional user events to guide the agent mid-execution, or interrupt it to change direction.
Claude Managed Agents is best for workloads that need:
Claude Managed Agents gives Claude access to a comprehensive set of built-in tools:
See Tools for the full list and configuration options.
Claude Managed Agents is currently in beta. All Managed Agents endpoints require the managed-agents-2026-04-01 beta header. The SDK sets the beta header automatically. Behaviors may be refined between releases to improve outputs.
To get started, you need:
Certain features (outcomes, multiagent, and memory) are in research preview. Request access to try them.
Managed Agents endpoints are rate-limited per organization:
| Operation | Limit |
|---|---|
| Create endpoints (agents, sessions, environments, etc.) | 60 requests per minute |
| Read endpoints (retrieve, list, stream, etc.) | 600 requests per minute |
Organization-level spend limits and tier-based rate limits also apply.
For partners integrating Claude Managed Agents, use of Claude branding is optional. When referencing Claude in your product:
Allowed:
Not permitted:
Your product should maintain its own branding and not appear to be Claude Code, Claude Cowork, or any other Anthropic product. For questions about branding compliance, contact the Anthropic sales team.
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