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Add an MCP interface and machine-readable query traces for AI agents #8

@Darshan174

Description

@Darshan174

The product explicitly targets AI systems, but the current integration surface is generic HTTP query rather than a developer-friendly agent interface.
Acceptance criteria:

  • Expose Context Engine through an MCP server or equivalent agent-facing interface.
  • Return machine-readable components, sources, and provenance traces.
  • Document usage with common agent clients.

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