sainellutla/uma

Minimum sufficient context for LLMs. A local RAG context optimizer exposed through MCP, with Render Workflows-powered threshold calibration.

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uma-context

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sainellutla/uma

MCP server Claude CodeCodexCursor +2

Local post-retrieval context optimization for RAG pipelines. Runs locally from the uma-context Python package.

0 7d ago A tokens not measured original MIT