"Startups in AI, Large Language Models, and AI Agents" matching MCP servers:

A hosted MCP server exposing US hospital chargemaster cost data to AI assistants.

Enables healthcare AI interactions via MCP protocol with built-in EU AI Act compliance. Provides quick installation, well-documented API, and enterprise support.

Enables AI-powered dental X-ray analysis and treatment planning using YOLOv11 and clinical guideline RAG, integrated with MCP for use with Claude and other AI assistants.

Enables AI-driven post-discharge patient monitoring and care coordination through tools for symptom triage, recovery tracking, exercise recommendation, and clinical reporting.

Patient Safety AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

MCP server for headless care coordination, providing tools for case-aware provider search powered by ai-carematch.

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

Healthcare AI Governance - MCP server providing AI-powered tools and automation by MEOK AI Labs

Enables AI agents to verify medical-record claims against synthetic FHIR evidence using a deterministic, non-AI verifier. Provides MCP tools for evidence retrieval, claim verification, and benchmark evaluation without requiring real patient data.

Optometry AI Safety - MCP server providing AI-powered tools and automation by MEOK AI Labs

Clinical Trials AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

An MCP server that analyzes patient symptoms using AI, suggests potential diagnoses, and retrieves relevant medical literature from PubMed.

Enables dental research and clinical intelligence by providing tools to search PubMed, systematic reviews, verify citations, and query ClinicalTrials.gov directly from Claude Web and Claude Desktop.

Role-based AI assistant for hospital workflows, patient FAQ, staff tools, and secure document approvals with MCP-style tool access.

An educational healthcare assistant MCP server that provides medication information, interaction checks, symptom guidance, and health topic searches using local data and a local LLM.

Provides 12 medical tools for symptom checking, lab report explanation, emergency detection, and health advice, emphasizing safety and disclaimers.

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.

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.

Exposes six hospital metric tools (entity resolution, member search, cube querying, measure definitions, why-question resolution, investigation execution) as a thin wrapper around FastAPI backend services.

Enables medical image analysis, structured medical report generation, and medical Q\&A through the Lingshu medical AI model. Provides healthcare professionals and developers with AI-powered medical assistance capabilities via a FastMCP server interface.