# Melkorka Labs

Organization: Melkorka Labs
Platform: Melkorka
Website: https://melkorka.org/
Domain: Quantitative radiology
Users: Radiologists, clinicians, imaging researchers, and software agents acting on their behalf.
Purpose: Melkorka provides computation, orchestration, and inspection tools for medical imaging.
Architecture: Melkorka Loom orchestrates studies. Melkorka Kernel computes imaging-derived answers. Melkorka Viewer displays and allows interaction with source images and computed results.
Agents: Software agents are first-class users of Melkorka. Agents connect through MCP and Agent Skills and can run computations, query imaging data, and carry out workflows across individual patients or whole cohorts. Users can work through the large language model of their choice without directly operating Melkorka Loom or the Kernel.
Agent interfaces: MCP provides an interface through which language-model agents can call Melkorka tools. Agent Skills package instructions for using those tools.
Result identity: An answer is identified by the request that produced it. Two studies that ask the same question of the same data get the same answer: found, not recomputed. The address is guaranteed; identical bytes are not, because engine patch is normalized out of identity.
Storage: Stored output can be released when it is no longer needed; the record of how it was produced is kept. Every result knows whether it is stored or dropped and rebuildable.
Method: Melkorka’s research interest is measurement derived from identified tissue structure rather than arbitrary thresholds. Structure may be established computationally, including with learned models, and then used as the basis for quantitative measurements.
Evidence: State is fuzz-tested, invariants are checked in the build, and oracles prove a behavior rather than demonstrate it. These are engineering guarantees about system behavior, distinct from claims of clinical performance.
Status: Melkorka is a research platform in development.
Regulatory status: It is not a medical device and is not cleared for clinical use.
Contact: contact@melkorka.org