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"Hybrid Memory Models Combining Relational, Graph, and RAG Approaches" matching MCP servers:

  • Redis Graph MCP Server

    yskale
    F
    license
    -
    quality
    B
    maintenance
    Enables LLMs and AI agents to query a biomedical knowledge graph stored in RedisGraph, with tools for concept search, synonym enrichment, and study variable discovery through semantic relationships.
    Last updated

  • MeSH MCP

    msuicaut
    A
    license
    A
    quality
    D
    maintenance
    Connects Claude to the U.S. National Library of Medicine MeSH APIs to search and retrieve medical authority data, descriptors, and qualifiers. It enables library and metadata staff to perform subject analysis and confirm terminology within an AI-assisted cataloging workflow.
    Last updated
    4
    1
    GPL 3.0

  • reactome-db-mcp

    tc2fh
    A
    license
    A
    quality
    C
    maintenance
    Provides direct SQL access to a locally hosted Reactome database, enabling schema discovery, guarded read-only queries, and ergonomic helpers over the full relational schema.
    Last updated
    9
    MIT

  • mcp-pubmed

    benoitleq
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides direct access to PubMed and PubMed Central via the NCBI E-utilities API. It enables AI models to search biomedical literature, retrieve detailed article metadata, and download open-access full texts.
    Last updated
    5
    MIT

  • mgi-link

    berntpopp
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that provides mouse genetics data from Mouse Genome Informatics (MGI), enabling LLM agents to query markers, mutations, alleles, phenotypes, and disease models.
    Last updated
    13
    1
    MIT

  • Rosetta MCP Server

    Arielbs
    A
    license
    A
    quality
    F
    maintenance
    An MCP server that enables AI coding assistants to interact with Rosetta, PyRosetta, and Biotite for running RosettaScripts, validating XML, translating between Rosetta and Biotite, scoring structures, and querying documentation.
    Last updated
    19
    238
    16
    MIT
  • Noctua MCP Server by geneontology

    Noctua MCP Serverofficial

    geneontology
    A
    license
    A
    quality
    C
    maintenance
    Enables editing and querying of Gene Ontology Causal Activity Models (GO-CAMs) through the Barista API. Supports model creation, individual and fact management, evidence addition, and causal pathway construction for biological knowledge representation.
    Last updated
    18
    BSD 3-Clause

  • loinc-mcp

    robsyc
    A
    license
    A
    quality
    D
    maintenance
    Enables searching LOINC codes and retrieving detailed information including panel members and answer options via the LOINC Search API.
    Last updated
    2
    1
    MIT

  • Define-XML MCP Server

    defineEditor
    F
    license
    A
    quality
    D
    maintenance
    A TypeScript MCP server for interacting with CDISC Define-XML 2.0 and 2.1 files, enabling users to load, search, and retrieve clinical data metadata including datasets, variables, and codelists. It supports local file processing with document caching and provides responses in both JSON and Markdown formats.
    Last updated
    13

  • CEDAR MCP Server

    BACH-AI-Tools
    A
    license
    A
    quality
    D
    maintenance
    Enables interaction with the CEDAR (Center for Expanded Data Annotation and Retrieval) metadata repository to fetch templates and retrieve template instances. Supports querying structured metadata and biomedical data annotations through the CEDAR platform.
    Last updated
    2
    MIT