"smart" matching MCP servers:

Enables read-only SMART on FHIR R4 discovery, search, and read operations against public synthetic sandboxes, returning actual empty results and 404s rather than inventing patient data.

Enables AI assistants to securely interact with FHIR R4 servers for clinical decision support workflows, including PlanDefinition execution, FHIR resource management, terminology services, and Questionnaire/StructureMap transformation via Matchbox.

Provides seamless integration with FHIR APIs, enabling AI/LLM tools to search, retrieve, and analyze clinical healthcare data with support for SMART-on-FHIR authentication and multiple transport protocols.

Provides validated clinical scoring tools for AI agents via MCP, with evidence-based calculators and smart tool discovery.

Provides access to body composition data from Renpho smart scales, enabling users to query weight, BMI, body fat percentage, muscle mass, and other health metrics with trend analysis over customizable time periods.

Enables integration between MCP-compatible clients and APIs registered in the SmartAPI registry, allowing seamless discovery and interaction with bioinformatics and life sciences APIs through standardized MCP protocols.

Enables seamless integration with FHIR APIs for healthcare applications, allowing users to search, retrieve, create, update, and analyze clinical information through natural language interactions. Supports SMART-on-FHIR authentication and works with various healthcare systems like EPIC and HAPI FHIR servers.

Enables LLMs to securely interact with FHIR healthcare servers and HL7 terminology services. Provides comprehensive healthcare data operations with built-in PHI protection, audit logging, and SMART on FHIR authentication.

Enables ambient multimodal clinical triage by fusing wearable ECG/PPG and acoustic distress signals, applying deterministic Manchester Triage safety governance, and orchestrating emergency actions such as E911 dispatch, smart-lock access, and CPR coaching through MCP tools and resources.

Enables Claude to access and search over 500 anaesthesia tutorials from WFSA's ATOTW program, with smart embedding-based search and full text retrieval.

Connects MCP clients to FHIR R4+ clinical APIs over SMART on FHIR v2 Backend Services, exposing resources, named operations, terminology lookup, and pagination as configurable tools. It adds metadata- and scope-aware search/CRUD, compact responses with FHIRPath filtering, safe pagination, audit events, and bundle execution.