"Generating Application System Architecture Schemes" matching MCP servers:

• Math-Physics-ML MCP System

  andylbrummer

  A

  license

  -

  quality

  B

  maintenance

  Provides GPU-accelerated scientific computing capabilities including symbolic mathematics, quantum wave mechanics simulations, molecular dynamics, and neural network training through four specialized MCP servers.

  Last updated 2026-05-01

  2

  MIT

• MCP Healthcare System

  Sudip-Pandit

  A

  license

  -

  quality

  -

  maintenance

  A production-grade MCP server that enables AI assistants to securely manage healthcare data through clinical tools for patient vitals, lab results, and medication ordering. It prioritizes security and compliance with features like HIPAA-ready audit logging, PII redaction, and role-based access control.

  Last updated 2026-02-21

• Manual RAG — SIH/SUS Query

  leonardo-amaral-3

  F

  license

  -

  quality

  D

  maintenance

  A RAG-based MCP server for natural language querying of Brazilian healthcare manuals (SIH/SUS, SIA/SUS) and official ordinances. It provides 16 tools for semantic search, regulatory critique analysis, and retrieving data from SIGTAP and CNES.

  Last updated 2026-02-28

  1

• Prior Authorization System MCP

  Click2code

  F

  license

  -

  quality

  D

  maintenance

  End-to-end Prior Authorization decision-support system with a multi-agent AI pipeline, MCP Tool Registry, and PostgreSQL backend.

  Last updated 2026-02-06

  1

• openemr-mcp

  shruti-jn

  A

  license

  A

  quality

  C

  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.

  Last updated 2026-03-02

  17

  MIT

• BioNext-mcp

  Cherine0205

  A

  license

  A

  quality

  D

  maintenance

  Enables bioinformatics analysis through natural language conversations with Claude Desktop, automatically generating and executing Python scripts to produce HTML reports and visualizations.

  Last updated 2025-08-31

  3

  5

  8

  MIT

• DailyMed MCP Server

  RowanErasmus

  A

  license

  B

  quality

  D

  maintenance

  Provides access to the official FDA DailyMed database for comprehensive drug information, including drug labels, NDC codes, RxNorm mappings, pharmacologic classifications, and FDA application numbers through natural language queries.

  Last updated 2026-04-06

  28

  3

  MIT

• afya-mcp

  gabrielmahia

  A

  license

  B

  quality

  A

  maintenance

  MCP server for Kenya health system — NHIF/SHA coverage, facility finder, community health workers, maternal health guidance, essential medicines.

  Last updated 2026-07-18

  6

  MIT

• MolMIM MCP Server

  siarhei-fedziukovich

  A

  license

  -

  quality

  D

  maintenance

  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.

  Last updated 2025-08-26

  MIT

• qudi MCP Integration

  dirkenglund

  A

  license

  -

  quality

  F

  maintenance

  Enables natural language control of quantum photonics experiments through the qudi framework. Supports safe instrument control, measurement execution, and safety system management with built-in runlevel protection and parameter validation.

  Last updated 2025-09-13

  MIT

• Health API MCP Server

  AlwaysSany

  A

  license

  -

  quality

  D

  maintenance

  Enables interaction with a comprehensive healthcare management system through FastAPI, supporting operations for patients, doctors, appointments, medical records, telemedicine, lab orders, prescriptions, insurance claims, and more with JWT authentication.

  Last updated 2025-06-18

  5

  MIT

• Labguru MCP Server

  Paulpey13

  A

  license

  -

  quality

  B

  maintenance

  Enables natural language interaction with the Labguru laboratory management system, providing 63 tools across experiments, protocols, inventory, and more.

  Last updated 2026-06-18

  MIT
• 

  Vista API MCP Serverofficial

  department-of-veterans-affairs

  F

  license

  -

  quality

  F

  maintenance

  Provides secure access to VA's VistA electronic health record system, enabling AI applications to retrieve and summarize patient medical records for clinical staff.

  Last updated 2026-01-26

  3

• OakVar MCP Server

  miliyarsh

  A

  license

  -

  quality

  D

  maintenance

  Enables AI assistants to perform genomic variant analysis using OakVar, including running annotation pipelines, managing 200+ annotator modules, querying variant databases, and generating reports in various formats.

  Last updated 2025-12-12

  MIT

• Cliniko MCP Server

  yasboop

  F

  license

  -

  quality

  D

  maintenance

  Enables integration with the Cliniko practice management system through MCP tools and resources. Supports patient management, appointment scheduling, and practice data access through natural language interactions.

  Last updated 2025-08-31

• Epic Healthcare MCP Server

  ammar-rcyber

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  license

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  quality

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  maintenance

  Enables AI assistants to securely access Epic Healthcare Systems patient data through FHIR R4 API integration. Provides tools for searching patients, retrieving clinical summaries, vital signs, medications, and generating healthcare reports with HIPAA-compliant OAuth 2.0 authentication.

  Last updated 2025-08-25

• gRNAde MCP Server

  MacromNex

  F

  license

  -

  quality

  C

  maintenance

  Enables RNA structure analysis, sequence evaluation, and inverse design using geometric deep learning models. Supports both quick computational analysis and long-running batch processing for generating RNA sequences that fold into target structures.

  Last updated 2025-12-25

• MCPDischarge

  Prashantsingh1234

  F

  license

  -

  quality

  B

  maintenance

  A cross-department MCP server system for hospital discharge coordination, enabling EHR, Pharmacy, and Billing interoperability with RBAC and PHI boundary enforcement.

  Last updated 2026-04-29

• Intelligent Medical Assistant

  sp2learn

  F

  license

  -

  quality

  D

  maintenance

  An MCP server and web application that enables natural language medical queries and patient data analysis powered by Gemini AI. It allows users to track and analyze patient biometrics, including vitals, sleep patterns, and laboratory results, through a comprehensive set of automated medical tools.

  Last updated 2025-09-15

• Bloodtest MCP Server

  longevitycoach

  F

  license

  -

  quality

  D

  maintenance

  A comprehensive health coaching system that combines blood test analysis with evidence-based nutritional therapy recommendations, powered by Retrieval-Augmented Generation (RAG).

  Last updated 2025-07-09

  3