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maintenanceExposes four CMS public datasets as callable tools in Claude conversations, enabling natural-language real-world evidence analytics without SQL expertise.
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"Automating Testing and Debugging for LLMs in Production" matching MCP servers:
- Flicense-qualityDmaintenanceThis server enables interacting with the National Digital Health Mission's Health Information User (HIU) API, allowing agents to access and manage health information through the Multi-Agent Conversation Protocol.Last updated
- AlicenseAqualityAmaintenanceAn MCP server that grounds protein research in the UniProt SPARQL endpoint, providing tools for querying proteins, sequences, variants, diseases, and more via intent-named tools and raw SPARQL.Last updated15MIT
- AlicenseAqualityBmaintenanceGenerates family pedigree tree diagrams as PNG or SVG images using standard genetic notation compliant with Bennett 2008/2022 NSGC guidelines. Supports comprehensive genealogical features including conditions, genetic testing results, twin relationships, carrier status, and adoption indicators.Last updated21710MIT
- AlicenseAqualityBmaintenanceEnables LLMs to search LOINC terms with free-text, relevance-ranked, and faceted queries via the LOINC Search API, mirroring the loinc.org/search experience.Last updated5MIT
- AlicenseAqualityDmaintenanceA Model Context Protocol (MCP) server for searching the National Provider Identifier (NPI) registry. This server provides tools to search and retrieve information about healthcare providers and organizations in the United States.Last updated14PythonMIT
PDBe MCP Serversofficial
AlicenseAqualityAmaintenanceProvides seamless access to the Protein Data Bank in Europe (PDBe) API and search capabilities, enabling AI clients to query protein structures, perform advanced searches, and retrieve structural biology data.Last updated3336Apache 2.0- FlicenseAqualityAmaintenanceThree composable MCP servers for clinical AI — FHIR R4 read/search/validate, medical terminology (LOINC/SNOMED/RxNorm/ICD-10), and drug safety reasoning (interactions, dose check, allergy). Apache-2.0, production-ready.Last updated5
- FlicenseAqualityDmaintenanceProvides access to the Human Phenotype Ontology (HPO) API with tools for searching, browsing hierarchy, and analyzing phenotypic terms used in genetic research.Last updated12
- AlicenseAqualityCmaintenanceMCP server and CLI for detecting, redacting, and auditing PHI in medical text before it reaches AI agents.Last updated4MIT
- AlicenseAqualityCmaintenanceMCP server and CLI for detecting, redacting, and auditing PHI in medical text before it is sent to AI agents, with tools for scan, redact, audit, and validate operations.Last updated4MIT
- AlicenseAqualityBmaintenanceA high-performance MCP server that gives LLMs access to 25 biomedical tools federated across 50+ upstream APIs for genes, variants, drugs, diseases, literature, clinical trials, and structural biology.Last updated251382MIT
- AlicenseAqualityBmaintenanceA Model Context Protocol server for PyLabRobot that exposes liquid handler, plate reader, thermocycler, and heater-shaker as MCP tools. It ships in simulation mode by default, allowing end-to-end testing without hardware.Last updated10MIT
nmdc-mcpofficial
AlicenseAqualityBmaintenanceA fastmcp-based tool for writing prompts against data in the NMDC database.Last updated162MIT- AlicenseAqualityBmaintenanceA reference MCP server for clinic scheduling and intake, demonstrating production patterns like tenant isolation, idempotent writes, and structured errors using synthetic data.Last updated5MIT
- AlicenseAqualityDmaintenanceEnables the generation, mutation, and evolution of DNA and protein sequences using various evolutionary models and phylogenetic algorithms. It supports realistic next-generation sequencing read simulation and population-level evolutionary tracking for bioinformatics research and testing.Last updated6BSD 2-Clause "Simplified"
- AlicenseAqualityDmaintenanceProvides fast lexical and optional semantic search over NiiVue neuroimaging visualization library documentation and API reference. Enables LLMs to query guides, retrieve API documentation from TypeScript source, and access structured information through cached BM25 and embedding-based search.Last updated6451BSD 2-Clause "Simplified"
- FlicenseAqualityDmaintenanceProvides read/write access to any FHIR-compliant healthcare API with built-in validation, supporting resource management, search operations, and granular permissions through natural language.Last updated51
- FlicenseBqualityDmaintenanceA production-ready Model Context Protocol (MCP) server that provides comprehensive access to the BioOntology API for searching, annotating, and exploring over 1,200 biological ontologies.Last updated109
- AlicenseBqualityBmaintenanceViznoir empowers AI agents to directly analyze and visualize complex 3D scientific and engineering data in cinematic resolution using a fully headless VTK engine. It enables LLMs to seamlessly execute advanced physical analysis, 3D rendering, and generate publication-ready animations purely through natural language commands.Last updated2318MIT