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  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server that connects AI assistants to a live Ketcher window, the open-source web-based chemical structure editor. Draw, edit, and organize structures directly in the canvas you have open.
    2
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Two MCP servers for a live demo: a clinical server for patient lookup, labs, and drug safety checks, and a data explorer server for querying a sales database.
    -
  • A
    license
    Not graded
    quality
    A
    maintenance
    Read-only MCP server over the charted data of Leimroth et al. (2026), a scoping review of EEG and ECG in music listening. Exposes the review's eligibility criteria, search strategy, reporting gaps, and per-study data for its 18 included studies.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables querying the NPPES NPI Registry for provider searches, specialty lookups, NPI format validation, and referral-eligibility checks over MCP.
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    MCP server for controlling UCSF ChimeraX molecular visualization software, enabling command execution, screenshots, structure analysis reports, and session management.
    27
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that gives LLMs live access to clinical trials, FDA drug recalls, adverse-event reports, drug labels, and drug-name normalization via six validated tools.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides live US healthcare cost data including procedure cost estimates, provider pricing, insurance coverage rules, and medical bill analysis using real hospital transparency and CMS data.
    12
    49 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables searching the public Dutch AGB-register for healthcare providers, practices and locations by AGB-code, name, zorgsoort, place or postcode, and retrieving full registrations with their kwalificaties, erkenningen and relations. Runs live against the register with no API key or account, and also looks up zorgsoort and kwalificatie codes offline.
    4
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    The MCP server behind Constat — FDA & NHTSA regulatory-risk intelligence for AI agents, over the Model Context Protocol. Live public regulatory data — recalls, adverse events, warning letters, 510(k) premarket evidence, postmarket drift signals, reimbursement pathways, and vehicle safety. Decision support, not regulatory advice.
    14
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Three 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.
    5
    -
  • A
    license
    A
    quality
    D
    maintenance
    Enables interaction with Open Dental practice management software, allowing reading of patients, appointments, providers, procedures, and recalls, as well as writing communications back to patient charts via MCP clients.
    14
    5
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    MCP server for controlling Opentrons robots (OT-2/Flex) via HTTP API v2 and Python Protocol API, enabling protocol validation, upload and execution, status monitoring, run control, and documentation search.
    6
    -
  • A
    license
    A
    quality
    D
    maintenance
    A reference MCP server for clinic scheduling and intake, demonstrating production patterns like tenant isolation, idempotent writes, and structured errors using synthetic data.
    5
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables controlling desktop ChemDraw from a terminal or MCP-connected assistant to create and edit native molecular structures, reaction schemes, styled figures, and batch exports, with editable CDXML and audit trails.
    37
    1
    AGPL 3.0