"An example MCP for client prototyping in a business context with a public API call" matching MCP servers:

• plant-public-mcp

  Presisitence

  A

  license

  -Not graded

  quality

  C

  maintenance

  An MCP server providing public plant bioinformatics APIs including UniProt, NCBI, InterProScan, PDB, AlphaFold, Ensembl Plants, and web-based resources like Sol Genomics and BAR, without local data. It supports gene lookups, protein summaries, structure retrieval, and functional annotations through natural language.

  Updated 4 days ago (2026-08-20 05:11 UTC)

  MIT

• 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.

  Updated a year ago (2025-08-18 11:44 UTC)

  9

  1

  MIT

• Health API MCP Server

  AlwaysSany

  A

  license

  -Not graded

  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.

  Updated a year ago (2025-06-18 18:47 UTC)

  5

  MIT
• 

  Vista API MCP Serverofficial

  department-of-veterans-affairs

  F

  license

  -Not graded

  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.

  Updated 7 months ago (2026-01-26 23:48 UTC)

  4

• Cure Cancer With AI MCP Server

  hifarrer

  F

  license

  -Not graded

  quality

  C

  maintenance

  Provides oncology data (research, news, FDA approvals, clinical trials) and IBM MAMMAL biomedical predictions (PPI, DTI, ClinTox) as MCP tools. Allows AI agents to query cancer datasets and run predictions through a remote MCP server.

  Updated 2 months ago (2026-06-12 20:44 UTC)

• HHS Media Services API MCP

  ag2-mcp-servers

  F

  license

  -Not graded

  quality

  D

  maintenance

  A Multi-Agent Conversation Protocol Server that provides a natural language interface to the U.S. Department of Health & Human Services (HHS) Media Services API, allowing users to access health-related data and media resources through conversational AI.

  Updated a year ago (2025-07-16 14:09 UTC)

• Cloud Life Sciences API MCP

  ag2-mcp-servers

  F

  license

  -Not graded

  quality

  D

  maintenance

  An MCP Server that provides access to Google Cloud Life Sciences API, enabling users to run biomedical workloads in the cloud through natural language interactions.

  Updated a year ago (2025-07-16 13:59 UTC)

• Cloud Healthcare API Server

  ag2-mcp-servers

  F

  license

  -Not graded

  quality

  D

  maintenance

  An MCP server that enables interaction with Google's Cloud Healthcare API, allowing users to manage healthcare data, FHIR resources, DICOM stores, and healthcare datasets through natural language commands.

  Updated a year ago (2025-07-16 13:57 UTC)

• 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).

  Updated 4 months ago (2026-04-13 12:36 UTC)

  6

  2

  LGPL 3.0

• Google Cloud Healthcare API

  msathiyakeerthi

  A

  license

  -Not graded

  quality

  C

  maintenance

  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.

  Updated a year ago (2025-04-09 16:18 UTC)

  1

  MIT

• ARTPARK Public Data MCP Server

  artvandelay

  A

  license

  -Not graded

  quality

  D

  maintenance

  Enables AI assistants to access and query ARTPARK's public health datasets including dengue epidemiology, livestock census, and FMD vaccination data through a structured 4-step workflow for data discovery and retrieval.

  Updated 6 months ago (2026-02-12 13:08 UTC)

  MIT

• MedSci Agent

  omar-A-hassan

  A

  license

  -Not graded

  quality

  D

  maintenance

  An open source biomedical research agent that provides LLMs with 28 tools for drug discovery, protein analysis, literature search, medical imaging, omics, and sandbox execution, all running locally via Ollama and MedGemma.

  Updated 5 months ago (2026-03-14 14:53 UTC)

  18

  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.

  Updated 2 months ago (2026-07-01 03:06 UTC)

  6

  1

• Allen Brain API MCP Server

  MCPmed

  F

  license

  B

  quality

  D

  maintenance

  Provides access to the Allen Institute for Brain Science API, enabling queries of datasets such as Cell Types, Mouse Connectivity, Atlases, and more via RMA queries and high-level tools.

  Updated 5 months ago (2026-04-01 11:54 UTC)

  26

  3

• 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.

  Updated 5 months ago (2026-03-26 19:20 UTC)

  14
• 

  ALA API MCP Serverofficial

  AtlasOfLivingAustralia

  A

  license

  -Not graded

  quality

  -Not graded

  maintenance

  Enables interaction with the Atlas of Living Australia API to search and access 152+ million biodiversity records. Supports occurrence searches, spatial queries, bulk data downloads, and taxonomic data retrieval through natural language.

  Updated 10 months ago (2025-10-28 01:46 UTC)
• 

  Hormonaly MCP Serverofficial

  Hormonaly-ai

  F

  license

  -Not graded

  quality

  B

  maintenance

  Enables AI agents to access 24 clinical tools for evidence synthesis, protocol lookup, and decision support in peptide, hormone, and longevity medicine.

  Updated 19 days ago (2026-08-04 22:40 UTC)

  2

• ClinicalTrials.gov Natural

  HuaiyuZhang

  A

  license

  -Not graded

  quality

  D

  maintenance

  Enables users to query ClinicalTrials.gov using natural language instead of complex API parameters, translating plain English requests into structured API calls and returning organized clinical trial data.

  Updated a year ago (2025-05-10 02:43 UTC)

  MIT

• DICOM API MCP Server

  aotal

  F

  license

  -Not graded

  quality

  C

  maintenance

  Exposes DICOM operations as tools for AI agents to interact with medical imaging systems and PACS. It enables searching for studies and series, querying instance metadata, and retrieving pixel data from DICOM entities.

  Updated a year ago (2025-06-23 13:27 UTC)

• Ecuro Light API MCP Server

  creeai

  F

  license

  -Not graded

  quality

  C

  maintenance

  Exposes tools from the Ecuro Light API for managing clinical appointments, patient records, and clinic availability. It enables users to perform healthcare management tasks such as scheduling, patient search, and report generation through MCP-compatible clients.

  Updated 6 months ago (2026-02-21 23:36 UTC)