"Maps" matching MCP servers:

Enables LLM agents to search EMDB cryo-EM maps, look up UniProt proteins, compute ESM-2 sequence embeddings, retrieve cryo-EM maps from a protein sequence via a two-tower model, and search GEO DNA-methylation arrays, all through typed tools with structured output. Ships with a 40-question evaluation harness that runs Claude as the MCP client.

Built by a healthcare IT engineer with 19 years of PACS/RIS/integration experience. Bridges DICOM, HL7v2, and FHIR — maps between standards, decodes vendor private tags (GE, Siemens, Philips), generates Mirth Connect channels, and explains integration patterns. 12 tools covering tag lookup, message parsing, cross-standard mapping, and channel generation.

Enables AI assistants to operate laboratory instruments through natural language, with safety limits, read-only modes, audit trails, and simulators for practice.

Queries US prescription drug use by medical condition from AHRQ's Medical Expenditure Panel Survey — which drugs Americans take for a given condition, what a drug is prescribed for, and national volume, spending and out-of-pocket share for individual drugs or the top drugs of a year. Every response carries sample sizes and reliability flags so estimates are treated as rough magnitude and ranking rather than precise counts.

Enables users to search and retrieve 3D cryo-EM and electron-tomography density maps by keyword or entry ID, returning details such as resolution, structure-determination method, sample, and release date.

Enables searching cryo-EM density maps in EMDB and raw datasets in EMPIAR, with filtering by resolution, keyword, and cross-referencing between the two databases.