"Exploring GraphRAG and HybridRAG" matching MCP servers:

GraphRAG MCP server for querying SNOM CT medical terminology via Neo4j, offering graph_search_concept and graph_get_related tools to search and traverse concepts and relationships.

Enables AI-powered medical information retrieval through FHIR clinical document search and GraphRAG-based exploration of medical entities and relationships. Combines vector search with knowledge graph queries for comprehensive healthcare data analysis.

MyChart MCP Server

Exposes NCBI PubMed as MCP tools for searching literature, fetching abstracts, exploring citation graphs, and finding author publications without requiring an API key.

PubCrawl provides LLMs with access to PubMed, FDA/UK drug labeling, and ClinicalTrials.gov. It enables searching literature, retrieving abstracts and full texts, comparing US and UK drug labels, and exploring clinical trials.

A production-ready Model Context Protocol (MCP) server that provides comprehensive access to the BioOntology API for searching, annotating, and exploring over 1,200 biological ontologies.

Enables querying US regulated-care providers (GLP-1 clinics) with tools for searching, retrieving details, and checking compliance, using natural language or function calls.

Enables searching and exploring 340 million academic papers from 15+ databases with semantic search, citation graphs, and knowledge graph connections for biomedical entities.

Enables querying and accessing hivtools data through a REST API and MCP-compatible tools.

An MCP server for healthcare intake forms that lets AI agents import blank PDFs, create patient fill links, and retrieve completed PDFs while keeping PHI out of the model context.

Agent-callable canine genomics API providing breed-stratified allele frequencies, pathogenicity predictions, and variant-gene-breed-disease knowledge graph for dog DNA.

Provides access to Allen Institute for Neural Dynamics (AIND) metadata and data assets through MongoDB queries, aggregation pipelines, NWB file exploration, and AI-powered data summaries.

Bridge any AI coding assistant directly to GenePattern — run bioinformatics modules, manage cloud jobs, and stream results, all through natural language.

Enables searching biomedical literature, reading accessible full-text papers, inspecting variant evidence, and exploring genes, drugs, diseases, pathways, and clinical trials through one MCP interface.

Enables building and analyzing signalling networks from interaction databases through a Model Context Protocol server.

Enables AI assistants to look up, search, validate, navigate hierarchies, and expand value sets for SNOMED CT clinical terminology through the Model Context Protocol.

Enables querying HIV-1 antibody neutralization potency data (IC50/IC80/ID50) and HIV T-cell epitope and antibody-binding-site records from LANL databases.

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.

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.

Enables users to estimate fasting metabolic phases, BHB ketone kinetics, autophagy activation scores, and optimal circadian eating windows from fasting duration and sleep constraints.

Enables personal agents to deterministically compute respiratory chemoreflex sensitivity from end-tidal CO2 and ventilation changes, classify CO2 tolerance, and assess loop-gain stability through native JSON-RPC tools.

Enables natural language querying and analysis of KEGG biological databases, including pathways, genes, compounds, reactions, diseases, and drugs.

Enables searching herb-drug and drug-drug interactions by name, alias, or item ID, and retrieving Permitted Daily Exposure (PDE) reports for active pharmaceutical ingredients. A single stdio process exposes all tools, with credentials only required for the databases each tool uses.

Enables molecular generation, optimization, and analysis through NVIDIA MolMIM API. Supports generating drug-like molecules with desired properties, extracting molecular embeddings, and exploring chemical space around seed molecules.

Enables AI clients to connect to Galaxy instances, inspect histories and reports, discover tools and workflows, submit analyses, and monitor their results via interactive cards.

Enables interaction with FHIR resources on Google Cloud Healthcare API through a SmartOnFHIR gateway secured by Firebase Auth, providing access to patient data, medical records, and medical research tools like PubMed.

Enables evaluation of tactile paired-pulse staircase data to compute composite somatosensory temporal discrimination thresholds, age-adjusted normative ratios, cortical sensory gating indices, clinical tiers, and sensorimotor recovery directives.

Enables AI assistants to retrieve and search authoritative healthcare data, including FDA drug information, PubMed literature, health topics, clinical trials, ICD-10 terminology, medRxiv preprints, NCBI Bookshelf content, BMI calculations, and DICOM metadata.

Enables deterministic calculation of ENMG F-wave chronodispersion, persistence, and proximal motor nerve root conduction integrity, with native JSON-RPC tool integration for LLMs and autonomous agents.

This server enables deterministic calculations to evaluate Signal-Averaged ECG (SAECG) Ventricular Late Potentials (VLPs) and RMS40. It provides highly sensitive detection of slow, fragmented conduction for arrhythmogenic substrate screening.