Keyword search over the AGmind claim registry of measured local-LLM benchmarks (hardware, runtime, model, metric, workload scope). Case-insensitive; every whitespace-separated term must match. Returns claim summaries with value, unit, evidence level, permalink, and a ready-made citation string. Use get_claim for the full record including limitations and raw run ids.

Fetch a single claim from the AGmind registry by id: full statement, measured value, unit, scope, limitations, evidence level, raw run ids and links, permalink, and the ready-made citation string. Ids look like "strix.qwen36.interactive2.c1.ttfa-nothink".

List the distinct system × model × runtime combinations that have published, measured claims in the AGmind registry, with claim counts and example claim ids (with permalinks). Start here to see what hardware and models the lab has qualified.