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GET /v1/servers – MCP directory API reference- AlicenseAqualityCmaintenanceEnables coding assistants to check code for common health-data mistakes locally without an account, and, with a configured core service, de-identify clinical text, restore placeholders, and append tamper-evident audit log entries.16 npmMIT
- FlicenseAqualityBmaintenanceMCP server for pediatric CKD lab data, providing lab panel queries, critical value alerts, trend analysis, and write operations with role-based permissions.5-
- AlicenseAqualityCmaintenanceEnables users to perform common laboratory calculations—reconstitution concentration, unit conversion, C1V1 dilution, molarity, percent w/v, and serial dilution—through MCP tools, with input validation and no network calls or stored data.60MIT

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AlicenseAqualityAmaintenanceReads raw lab-instrument files (microscopy, mass spectrometry, chromatography, flow cytometry, NMR, electrophysiology, spectroscopy, plate readers, qPCR) without vendor software, returning metadata, images, spectra and traces as JSON. It also checks files for damage, runs common analyses, and exports to open formats such as OME-TIFF, OME-Zarr, mzML, Parquet and NWB.28284 PyPI10Apache 2.0- AlicenseAqualityDmaintenanceProvides access to FishBase marine biology data including species information, ecological data, distribution records, and morphological details. Enables species name validation and conversion between common and scientific names through natural language queries.8MIT
- AlicenseNot gradedqualityCmaintenanceEnables AI assistants to check the live FDA drug shortage database by generic name, brand name, active ingredient or NDC, returning current status, availability, shortage reasons and package-level details. Also supports browsing recently updated listings and counting shortages by status, therapeutic category or distinct product.MIT
- AlicenseNot gradedqualityAmaintenanceEnables resolving scientific and common names against the World Register of Marine Species to retrieve AphiaIDs, accepted names, full classifications, synonyms, distributions, traits, and cross-referenced external identifiers. It also exposes reference data such as ranks, statuses, environment flags, and trait definitions through eight tools.334 npm1Apache 2.0
- AlicenseNot gradedqualityBmaintenanceEnables queries about global taxonomic data, including scientific name matching, classification chains, common names, and synonyms from the Catalogue of Life index.425 npmMIT