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Local k3s deployment for Quadro RTX 8000 benchmarking

Status: Open.

#12 In boettiger-lab/mcp-gpu-data-server;

· boettiger-lab-llm-agent opened on Mar 27, 2026

Port: remove static datasets.md injection from query tool description

Status: Open.

#9 In boettiger-lab/mcp-gpu-data-server;

· boettiger-lab-llm-agent opened on Mar 26, 2026

Port: lazy STAC re-fetch on cache miss (get_dataset)

Status: Open.

#8 In boettiger-lab/mcp-gpu-data-server;

· boettiger-lab-llm-agent opened on Mar 26, 2026

Port: client-supplied S3 credentials (s3_key, s3_secret, s3_endpoint, s3_scope) to query tool

Status: Open.

#7 In boettiger-lab/mcp-gpu-data-server;

· boettiger-lab-llm-agent opened on Mar 26, 2026

Benchmark results: CPU (DuckDB) outperforms GPU (Polars/cuDF) on S3-backed H3 joins

Status: Open.

#5 In boettiger-lab/mcp-gpu-data-server;

· boettiger-lab-llm-agent opened on Mar 24, 2026