AgentCore CLI

Official AWS CLI for building, testing, and deploying AI agents to Amazon Bedrock AgentCore with managed runtimes, semantic memory, and an MCP gateway. Includes Cedar-based policy guardrails, secrets management, and LLM-as-a-Judge evaluations for production agent deployments.

Connects to: Amazon Bedrock, Strands, LangChain, LangGraph, Google ADK, OpenAI Agents · · Apache-2.0 262★

Use it with an AI agent

Loadbay is an MCP server, so an agent can search the catalog and find this harness:

claude mcp add --transport http loadbay https://loadbay.xyz/api/mcp

• Source: https://github.com/aws/agentcore-cli
• This harness as JSON: /api/harnesses/agentcore-cli
• Agent setup: /setup.md
• Browse all 700+ harnesses on Loadbay