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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to read COVID-19 lateral flow test results from photographs by calling a deployed computer-vision pipeline, returning verdicts like positive or negative with confidence.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables deterministic calculation of exertional Inspiratory Capacity drop, End-Expiratory Lung Volume air trapping, and ventilatory mechanics reserve through JSON-RPC tools for LLMs and autonomous agents.
    7
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables deterministic calculation of dynamic airway closing pressure, static recoil pressure, and transmural gradients using Mead's Equal Pressure Point formulation, with JSON-RPC stdio access for assessing dynamic airway closure risk.
    7
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables non-invasive deterministic evaluation of respiratory inertance, dynamic compliance, resonant frequency, and mechanical work of breathing through an MCP JSON-RPC tool for LLM and autonomous-agent use.
    7
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables deterministic calculation of exertional Inspiratory Capacity drop, End-Expiratory Lung Volume air trapping, inspiratory reserve volume compression, and ventilatory mechanics/dyspnea risk through JSON-RPC tools for LLM agents.
    7
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables deterministic, non-invasive evaluation of respiratory system inertance, dynamic compliance, resonant frequency, and mechanical work of breathing through an MCP-compatible interface.
    7
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables deterministic spirometry analysis through MCP JSON-RPC, calculating mid-expiratory flow metrics and classifying flow-volume loop patterns such as obstruction, variable extrathoracic obstruction, and isolated small airway disease.
    7
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables deterministic physiological analysis of expiratory flow limitation, equal pressure points, airway collapse risk, and gas trapping via Mead's model. Exposes the calculations through a Model Context Protocol JSON-RPC 2.0 stdio server.
    7
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables deterministic calculation and interpretation of spirometry flow-volume loop metrics, including FEF25-75/MMEF, FEV1/FVC, and FEF50/FIF50 ratio, to classify obstructive patterns and small-airway or upper-airway limitations.
    7
    -
  • A
    license
    A
    quality
    A
    maintenance
    Enables language models to search biomedical literature, fetch sequences, and follow links across Entrez databases through eleven read-only tools wrapping the nine NCBI Entrez E-utilities. It handles URL building, pacing, redirects, response caps, and API-key redaction so queries can be answered without a browser or scraping.
    11
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Explains why two scientific papers disagree. A contradiction explorer for bench scientists that compares two studies' designs and grounds every claim in a verbatim quote from the source text.
    3
    49 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server implementing the ROBINS-I V2 framework for risk-of-bias assessment in non-randomized studies, with deterministic algorithms and full provenance. It enables users to parse study documents, specify target trial results, answer signalling questions with evidence-bound quotes, and compute or override domain judgements.
    9
    Apache 2.0
  • F
    license
    A
    quality
    D
    maintenance
    TransBench is a translational research agent that takes free-text clinical observations, decomposes them into biological axes, generates falsifiable hypotheses grounded in PubMed evidence, and designs reproducible computational experiments with concrete datasets for Claude Science.
    3
    -
  • F
    license
    A
    quality
    B
    maintenance
    MCP server for pediatric CKD clinical calculations, providing eGFR-Schwartz estimation and KDIGO 2024 CKD staging, restricted to doctors.
    2
    -
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM diagnoses, search 74,000+ codes, and de-identify PHI via the AutoICD API.
    6
    19 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to search a directory of Iranian doctors by full or partial name, city or province, and specialty, and returns the best match with alternatives plus clinic addresses, phones, weekly hours, and map links. It is read-only and requires no authentication, so it cannot book appointments or provide medical advice.
    3
    63 PyPI
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables read-only consultation of the latest published content on AI applied to medicine—articles, news, podcasts, lessons, events, conferences and repositories—through tools to list recent items, search by topic, and open item summaries with links.
    3
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Privacy layer for healthcare AI agents. Pseudonymises patient identifiers (NHS numbers, names, dates of birth, addresses; UK and US) into labelled tokens locally before text reaches an agent, then restores the originals afterwards, keeping the token map out of agent context.
    7
    8
    MIT No Attribution
  • A
    license
    A
    quality
    B
    maintenance
    Provides read-only tools for planning, writing, and auditing lesion network mapping and connectome-based localization papers, including design classification, methods checklists, phrasebooks, limitations, and manuscript auditing.
    9
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Renders interactive 2D molecular structure diagrams from SMILES notation and computes molecular properties like molecular weight, LogP, and TPSA, directly in the chat.
    1
    60 npm
    2
    ISC
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that turns a medRxiv DOI into clean markdown full text and provides free, relevance-ranked preprint search via Europe PMC.
    2
    1
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Enables searching biomedical images (X-rays, CT/MRI, clinical photos, etc.) from the Open-i database using natural language queries, returning image results as Markdown links.
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables agents to interact with a clinic booking API, including listing specialties, doctors, and a patient's appointments, and booking or cancelling appointments when the active profile permits, while preserving the caller's authority and screening tool descriptions for safety.
    3
    MIT