LLMind for developers
CLI, MCP recipes, and signed XMP metadata.
LLMind is primarily a developer tool. It's a Python CLI that writes structured, signed semantic metadata into any file's XMP packet. Four dev archetypes lean on different parts of it; this hub sorts them out. Whether you're building agents, shipping datasets, working on content authenticity, or integrating DAMs, there's a guide for your workflow.
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Agent / MCP builders
You're building a Claude, Cursor, or Windsurf agent. Skip the vector DB; LLMind-enriched files give agents rich context through a filesystem MCP.
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Dataset engineers
Provenance, lineage, and preprocessing cached inside every file. Ship datasets where each file carries its own signed history.
Quick links
Start with the core tools and documentation. The AI agents + file access use case walks through agent-with-MCP patterns. Dataset provenance covers signing lineage into training data. DAM semantic layer shows how portable metadata travels with assets. And our comparison hub positions LLMind against adjacent tools.