"Automated App for Improvement, Auditing, Feature Management, and Planning" matching MCP servers:

• Evo2 MCP Server

  not-a-feature

  A

  license

  A

  quality

  C

  maintenance

  Enables genomic sequence analysis through the Evo 2 model, supporting DNA sequence scoring, embedding, generation, and variant effect prediction with multiple model checkpoints (7B, 40B, 1B parameters).

  Last updated 2026-04-13

  6

  2

  LGPL 3.0

• VEPmcp

  not-a-feature

  A

  license

  A

  quality

  C

  maintenance

  Enables variant annotation and effect prediction using the Ensembl VEP API, with support for batch and single queries.

  Last updated 2025-08-18

  9

  1

  MIT

• 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

  1

• 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

• Connects to Epic MyChart

  kriskraw80

  A

  license

  A

  quality

  C

  maintenance

  MyChart MCP Server

  Last updated 2026-08-04

  8

  MIT

• autoicd-mcp

  fcggamou

  A

  license

  A

  quality

  D

  maintenance

  MCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM diagnoses, search 74,000+ codes, and de-identify PHI via the AutoICD API.

  Last updated 2026-06-22

  6

  22

  MIT

• Fiji MCP Server

  surajinacademia

  A

  license

  A

  quality

  C

  maintenance

  Enables AI agents to control Fiji/ImageJ for microscopy image analysis through natural language commands, supporting operations like image opening, filtering, particle analysis, and automated workflows.

  Last updated 2026-04-14

  19

  2

  BSD 3-Clause

• vocametrix

  Vocametrix

  A

  license

  A

  quality

  A

  maintenance

  Official MCP server for the Vocametrix voice analysis API. Gives AI assistants direct access to clinical voice metrics (AVQI, DSI, jitter/shimmer, CPP), pronunciation assessment, speech transcription, prosody similarity, and AI-powered therapy planning. More than 40 endpoints for SLPs, voice researchers, and healthtech developers.

  Last updated 2026-05-29

  39

  83

  MIT

• phi-guard-mcp

  charlesree826

  A

  license

  A

  quality

  A

  maintenance

  MCP server and CLI for detecting, redacting, and auditing PHI in medical text before it reaches AI agents.

  Last updated 2026-06-29

  4

  MIT

• tebra-mcp-server

  jamesrosing

  A

  license

  A

  quality

  B

  maintenance

  MCP server for Tebra practice management that gives AI agents access to 45 tools for patients, appointments, billing, documents, and clinical data via SOAP and FHIR APIs.

  Last updated 2026-08-04

  33

  250

  1

  MIT

• phi-guard-mcp

  dcl632

  A

  license

  A

  quality

  B

  maintenance

  MCP server and CLI for detecting, redacting, and auditing PHI in medical text before it is sent to AI agents, with tools for scan, redact, audit, and validate operations.

  Last updated 2026-06-26

  4

  MIT

• CONTAM MCP

  summer521521

  A

  license

  A

  quality

  D

  maintenance

  A Windows-based MCP server that exposes NIST's CONTAM simulation tools and ContamX bridge-mode controls to AI agents. It enables automated airflow and contaminant transport modeling, including project inspection, simulation execution, and real-time bridge session management.

  Last updated 2026-07-01

  15

  1

  MIT

• MCP FHIR Server

  mrosata

  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.

  Last updated 2025-10-29

  5

  1

• ezyVet MCP

  sanjibani

  A

  license

  B

  quality

  B

  maintenance

  MCP server for ezyVet veterinary practice management. Enables reading and creating animals, contacts, appointments, consults, and invoices via natural language.

  Last updated 2026-06-26

  17

  MIT

• mcp-cliniko

  andymillar84-cyber

  F

  license

  B

  quality

  D

  maintenance

  Provides integration with the Cliniko API for healthcare practice management, enabling patient, appointment, invoice, and payment operations via natural language.

  Last updated 2026-05-08

  27

• MedFlow MCP

  tsjharsha

  F

  license

  B

  quality

  C

  maintenance

  AI-powered Hospital Operations MCP server that enables seamless interaction with hospital databases, automated alerts, appointment scheduling, and maintenance management via Jira.

  Last updated 2026-07-18

  19

• gromacs-mcp

  Alierkn

  A

  license

  B

  quality

  A

  maintenance

  Enables running GROMACS molecular dynamics simulations through natural language, with tools for topology building, solvation, simulation management, and trajectory processing via the Model Context Protocol.

  Last updated 2026-07-08

  31

  MIT

• DHIS2 MCP Server

  Dradebo

  A

  license

  B

  quality

  F

  maintenance

  Enables comprehensive interaction with DHIS2 health information systems through 40+ tools covering complete Web API functionality. Supports data management, tracker programs, analytics, and bulk operations for DHIS2 development and administration.

  Last updated 2026-07-25

  47

  16

  6

  MIT

• literature-agent-mcp

  zouxy111

  F

  license

  C

  quality

  D

  maintenance

  Exposes a local biomedical literature pipeline as MCP tools for automated research workflows. Enables literature search, open-access paper retrieval, and draft generation for biomedical and pathology domains through standard MCP clients.

  Last updated 2026-04-04

  6
• 

  sniff-mcpofficial

  Sniffscore

  A

  license

  -

  quality

  B

  maintenance

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

  Last updated 2026-07-02

  MIT