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  • F
    license
    Not graded
    quality
    D
    maintenance
    A runnable MVP for onboarding enterprise tenants and agents, exposing governed health capabilities through MCP, storing downstream credentials, and monitoring tool activity from an analytics dashboard.
    -
  • 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
    A
    maintenance
    Reads 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.
    15
    1
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server for querying the KEGG bioinformatics database, providing tools, resource templates, and guided prompts for pathways, genes, compounds, and more.
    34
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Official MCP server for the Vocametrix voice analysis API. Gives AI assistants direct access to clinical voice metrics (AVQI, DSI, jitter/shimmer, CPP), pronunciation assessment, speech transcription, prosody similarity, and AI-powered therapy planning. More than 40 endpoints for SLPs, voice researchers, and healthtech developers.
    39
    54 npm
    MIT
  • 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
    7
    MIT
  • A
    license
    B
    quality
    D
    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
    B
    quality
    A
    maintenance
    MCP server for biopharma software infrastructure offering FDA 21 CFR Part 11 audit trails, CDISC SDTM/Allotrope data exports, 4PL dose-response curve fitting, and HIPAA PII/PHI redaction through 10 Zod-validated tools.
    10
    4 npm
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI assistants to manage a GBIF IPT from resource creation to publication, including metadata editing, data validation, Darwin Core mapping, and publishing, through plain language requests.
    32
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to securely interact with FHIR R4-based EMRs, supporting read, search, create, and update operations on any FHIR resource type across systems like Epic, Cerner, and OpenEMR.
    283 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that exposes the KEGG REST API — pathways, genes, compounds, reactions, enzymes, diseases, drugs, modules, orthology, glycans, and BRITE hierarchies, with cross-database linking. Provides 34 tools and 8 resource templates.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to control RELION 5.x cryo-EM structure determination software through natural language, providing 23 tools for the complete single-particle analysis pipeline.
    5
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables searching and retrieving detailed information about cell lines from the Cellosaurus knowledge resource, including disease associations, tissue origins, and genetic profiles.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables querying NCI Thesaurus and other cancer-research vocabularies served by NCI Enterprise Vocabulary Services, providing codes, synonyms, definitions, and hierarchical relationships via MCP tools.
    20 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for biological protein design, folding, and affinity prediction using Refua tools, with optional support for ADMET, clinical simulation, preclinical planning, wet-lab automation, and more.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to orchestrate high-throughput screening and life-science laboratory workflows through MCP, including experiment planning, simulated instrument execution, assay QC, candidate hit analysis, and next-experiment recommendations, while requiring scientist approval for final decisions.
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