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118,203 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, November 2026Ranked from 2,236 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
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    Enables AI assistants and local LLMs to interact with BirdNET-Go bioacoustic observatories, providing tools to query recent and historical bird detections, monitor station health, and retrieve audio clips.
    8
    12 npm
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables LLM agents to search biomedical literature, retrieve article details, find related papers, manage caching, and download open-access full texts through MCP with structured, agent-friendly responses.
    5
    Apache 2.0
  • F
    license
    A
    quality
    D
    maintenance
    Enables interaction with FHIR APIs, specifically for Oracle Millennium Platform, providing tools to access and manage healthcare data such as patient records, clinical data, and administrative information.
    29
    -
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server for NONMEM pharmacometric modeling that provides structured access to model parsing, execution, and results analysis. It enables users to perform diagnostics, manage PsN workflows, and translate models to mrgsolve for PK simulations through natural language.
    22
    15
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables an MCP host to search patients, review latest laboratory results, compare values over time, record new results, and manage pending exams using a local SQLite database with synthetic clinic data.
    6
    -
  • A
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    A
    quality
    B
    maintenance
    A 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.
    43
    200 npm
    12
    Apache 2.0
  • F
    license
    A
    quality
    D
    maintenance
    Provides read/write access to any FHIR-compliant healthcare API with built-in validation, supporting resource management, search operations, and granular permissions through natural language.
    5
    1
    -
  • A
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    B
    quality
    D
    maintenance
    An MCP server that connects AI assistants to OpenEMR instances to manage patient records, clinical trends, and medication safety. It provides 17 tools for tasks such as patient search, drug interaction checks, and generating comprehensive health trajectories and visit preparations.
    17
    MIT
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    B
    quality
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    maintenance
    Enables AI-powered clinical decision support by integrating with athenahealth's API to access patient data, manage prescriptions, check drug interactions, and generate clinical assessments. Provides HIPAA-compliant healthcare workflows with comprehensive audit logging and data sanitization.
    14
    2
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Exposes each stage of the Champollion MRI-to-sulcal-embedding pipeline as an MCP tool, plus a full-pipeline umbrella tool, letting agents launch stages without shelling out manually. Background jobs are tracked with status, logs, progress polling, cancellation, and preflight checks so runs can be monitored and debugged.
    16
    CeCILL-B Free Software Agreement
  • A
    license
    B
    quality
    B
    maintenance
    Enables querying Brazilian open dental-health data from the CFO, including dentists by municipality, categories by state, and documented data limitations, with provenance and caveats in every response.
    3
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables reproducible target-disease evidence dossier assembly and validation by replaying frozen Open Targets GraphQL responses and checking citations and structured assertions against deterministic scientific contracts.
    2
    Apache 2.0
  • A
    license
    B
    quality
    F
    maintenance
    Automatically analyzes and dispatches user tasks to appropriate handlers, supporting development task processing via Miyabi Agent and medical AI academic article generation. Provides intelligent task classification and routing for development, writing, and general tasks.
    4
    Apache 2.0
  • 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
    C
    quality
    D
    maintenance
    Enables AI agents to manage veterinary practice data through ezyVet API, including animals, contacts, appointments, consults, invoices, and products.
    8
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for connecting Claude Desktop to FHIRfly healthcare reference data APIs, enabling lookup of drugs, providers, clinical codes, and more.
    89 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables searching and retrieving EU/EEA clinical trial records from the Clinical Trials Information System, including trial status, sponsors, medicines, conditions, and authorisations.
    7 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    A Model Context Protocol (MCP) server that enables AI agent access to Synapse entities such as Datasets, Projects, Folders, Files, Tables, and more.
    4
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to look up, search, validate, navigate hierarchies, and expand value sets for SNOMED CT clinical terminology through the Model Context Protocol.
    9
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables querying HIV-1 antibody neutralization potency data (IC50/IC80/ID50) and HIV T-cell epitope and antibody-binding-site records from LANL databases.
    304 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables querying China-to-Western biotech licensing deals, NMPA drug approvals and policy updates, and CSRC securities penalties, all extracted from public SEC, HKEX, and government filings without an API key.
    304 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables AI assistants to look up ICD-10-CM and HCPCS codes, explain insurance and billing terms, verify EOB arithmetic, and access guides for reading medical bills and explanations of benefits.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    MCP server for interacting with Galaxy bioinformatics platform, enabling AI assistants to connect to Galaxy instances, search and execute tools, manage workflows, and access other features.
    39
    MIT