"Tools and frameworks for development environment memory-bank with GitHub Copilot compatibility" matching MCP servers:

• DentOps Copilot

  100-mitra

  F

  license

  -

  quality

  C

  maintenance

  An MCP-native agentic copilot for dental practices that orchestrates multiple MCP tools to analyze X-rays, pull patient history, generate drafts, and propose recalls, streaming results live to a React dashboard.

  Last updated 2026-06-25

• @belal-elsabbagh-apex/copilot

  belal-elsabbagh-apex

  F

  license

  -

  quality

  A

  maintenance

  Enables EHR Copilot operations such as order cloning, queue building, and execution trace analysis over stdio.

  Last updated 2026-07-22

• CMS Healthcare Data MCP Server

  SaeMind

  F

  license

  A

  quality

  C

  maintenance

  Exposes four CMS public datasets as callable tools in Claude conversations, enabling natural-language real-world evidence analytics without SQL expertise.

  Last updated 2026-07-01

  6

• Biomedical APIs MCP Server

  KrithikVishal

  F

  license

  B

  quality

  D

  maintenance

  Enables AI agents to query free biomedical and pharmaceutical APIs for clinical trials, drug data, molecular structures, adverse events, and research literature.

  Last updated 2026-03-26

  14

• scvi-tools MCP Server

  hyennnnnnn

  A

  license

  -

  quality

  D

  maintenance

  Enables deep probabilistic analysis of single-cell omics data using scvi-tools through natural language. Supports SCVI for scRNA-seq analysis, SCANVI for cell type annotation, TOTALVI for multi-modal RNA/protein data, and PEAKVI for scATAC-seq analysis.

  Last updated 2025-10-14

  MIT

• MOF Tools MCP Server

  liuyuxiang92

  A

  license

  -

  quality

  D

  maintenance

  A specialized MCP server for Metal-Organic Framework research that provides tools for database searching, structural optimization, and energy calculations via ASE. It enables scientific workflows by allowing users to interact with MOF data and perform chemical simulations through a standard SSE interface.

  Last updated 2026-04-07

  MIT

• fhir-synthetic-mcp

  KrishnaKakani-GitHub

  F

  license

  -

  quality

  C

  maintenance

  A learning MCP server providing synthetic FHIR patient data with read tools and a gated write workflow (propose → human approve → commit) with structured audit logging.

  Last updated 2026-07-07

• OpenEHR MCP Server

  ajinkyasabale-github

  -

  license

  -

  quality

  -

  maintenance

  Enables LLMs to interact with OpenEHR electronic health record systems by retrieving clinical archetypes, generating AQL queries from natural language, and executing queries against on-premise EHR databases. Supports OpenEHR Clinical Knowledge Manager integration and custom IIS-hosted EHR APIs for comprehensive medical data access.

  Last updated 2025-09-15

• 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 2025-12-04

  2

  MIT

• PubMed MCP

  BACH-AI-Tools

  A

  license

  A

  quality

  D

  maintenance

  Enables searching and fetching articles from PubMed, a database of biomedical literature.

  Last updated 2025-12-04

  1

  MIT

• Clinical Trials MCP Server

  BACH-AI-Tools

  A

  license

  B

  quality

  D

  maintenance

  Provides programmatic access to ClinicalTrials.gov API with 18 specialized tools for searching, analyzing, and retrieving detailed information about 400,000+ clinical trials worldwide, including filtering by condition, location, phase, sponsor, eligibility criteria, and outcomes.

  Last updated 2025-12-04

  17

  22

  2

  MIT

• Ai Doctor Api Ai Medical

  BACH-AI-Tools

  A

  license

  D

  quality

  D

  maintenance

  Provides access to an AI medical chatbot API for healthcare assistance, enabling natural language interactions such as neurosurgery queries.

  Last updated 2025-12-04

  1

  MIT
• 

  Patsnap-mcpofficial

  patsnap

  A

  license

  -

  quality

  B

  maintenance

  Search 1B+ biological sequences, antibodies, and multi-omics data via specialized bio-intelligence tools.

  Last updated 2026-07-24

  86

  Apache 2.0

• OpenFDA Drug Label MCP Server

  BACH-AI-Tools

  A

  license

  -

  quality

  D

  maintenance

  Enables querying FDA drug label information including adverse reactions, warnings, and indications via natural language.

  Last updated 2025-12-04

  5

  1

  GPL 3.0

• gget-cryo

  IrisApo13

  A

  license

  -

  quality

  C

  maintenance

  Enables searching cryo-EM density maps in EMDB and raw datasets in EMPIAR, with filtering by resolution, keyword, and cross-referencing between the two databases.

  Last updated 2026-06-18

  MIT

• MCP Healthcare Server

  SaadRiaz99

  F

  license

  -

  quality

  B

  maintenance

  An MCP server for clinical workflows with tools for patient lookup, appointment booking, prescriptions, drug interactions, symptom triage, lab results, insurance eligibility, and telehealth, enforcing role-based access control and audit logging.

  Last updated 2026-07-01

  2

• NDHM HIU MCP Server

  ag2-mcp-servers

  F

  license

  -

  quality

  D

  maintenance

  This server enables interacting with the National Digital Health Mission's Health Information User (HIU) API, allowing agents to access and manage health information through the Multi-Agent Conversation Protocol.

  Last updated 2025-07-16

• uniprot-link

  berntpopp

  A

  license

  A

  quality

  A

  maintenance

  An MCP server that grounds protein research in the UniProt SPARQL endpoint, providing tools for querying proteins, sequences, variants, diseases, and more via intent-named tools and raw SPARQL.

  Last updated 2026-07-19

  15

  MIT

• WetLab-MCP

  muslus

  A

  license

  A

  quality

  D

  maintenance

  Enables AI-assisted molecular biology experiment design with tools for qPCR primer design, cloning strategy optimization, TaqMan probe design, and multiplex compatibility analysis.

  Last updated 2026-04-08

  6

  1

  MIT

• FHIR MCP Server

  wso2

  A

  license

  A

  quality

  C

  maintenance

  Provides seamless integration with FHIR APIs, enabling AI/LLM tools to search, retrieve, and analyze clinical healthcare data with support for SMART-on-FHIR authentication and multiple transport protocols.

  Last updated 2026-07-14

  7

  129

  Apache 2.0