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Add sample: Unstructured Transform MCP (Strands + AgentCore Gateway) #286

Description

@dizon-u10d

Proposal

Add a sample under python/03-integrate/protocols/ showing a Strands agent connecting to the hosted Unstructured Transform MCP server (https://mcp.transform.unstructured.io) over streamable-http to run an asynchronous document-processing pipeline (partition → enrich → chunk → embed) through MCP tools.

What it demonstrates

  • Connecting a Strands agent to a hosted, remote MCP server over streamable-http with bearer-token auth (MCPClient + streamablehttp_client).
  • Driving an async job lifecycle through MCP tools: transform_filescheck_transform_statusget_transform_results.
  • Federating the same server through Amazon Bedrock AgentCore Gateway (optional guide).
  • A capability comparison with the AWS Labs Document Loader MCP server.

Proposed location

python/03-integrate/protocols/unstructured-transform-mcp/, alongside the existing a2a / a2a-native protocol samples.

I have a branch ready and will open a PR that closes this issue.

Docs: https://docs.unstructured.io/transform/overview

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