Best MCP Servers for Health & Fitness Data (2026)
MCP servers that connect AI clients to health and fitness data: Strava workouts, Apple Health exports, TrainingPeaks training data, and FHIR-based medical records through the WSO2 and The Momentum servers. Medical MCP adds drug and clinical reference lookups.
This page collects the 6 MCP servers in our directory that genuinely cover health & fitness data — together they have 898 GitHub stars, and 0 of them run as hosted services you can connect to without installing anything. The highest-rated options are r-huijts/strava-mcp, the-momentum/apple-health-mcp-server, wso2/fhir-mcp-server.
How to choose
Use the Strava or TrainingPeaks server for training data, Apple Health for iPhone and Watch metrics, and a FHIR server if you are working with clinical systems that speak HL7 FHIR.
r-huijts/strava-mcp
by r-huijts
📇 ☁️ - A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
npx -y @r-huijts/strava-mcp-serverthe-momentum/apple-health-mcp-server
by the-momentum
🐍 🏠 🍎 🪟 🐧 - An MCP server that provides access to exported data from Apple Health. Data analytics included.
npx -y the-momentum-apple-health-mcp-serverwso2/fhir-mcp-server
by wso2
🐍 🏠 ☁️ - Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create
npx -y -y @modelcontextprotocol/inspectorJamesANZ/medical-mcp
by JamesANZ
📇 🏠 - An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines.
npx -y medical-mcpthe-momentum/fhir-mcp-server
by the-momentum
🐍 🏠 ☁️ - MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language.
npx -y the-momentum-fhir-mcp-serverJamsusMaximus/trainingpeaks-mcp
by JamsusMaximus
🐍 🏠 - Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare power/pace PRs through Claude Desktop.
npx -y jamsusmaximus-trainingpeaks-mcpFrequently asked questions
What is the most popular MCP server for Health & Fitness Data?
r-huijts/strava-mcp leads this list with 378 GitHub stars. 📇 ☁️ - A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
Are these Health & Fitness Data MCP servers free to use?
6 of the 6 servers here publish a license in the directory (MIT, Apache-2.0). 0 of them run as hosted services you can connect to remotely; the rest you install and run yourself. Hosted services may have their own pricing.
How do I choose an MCP server for Health & Fitness Data?
Use the Strava or TrainingPeaks server for training data, Apple Health for iPhone and Watch metrics, and a FHIR server if you are working with clinical systems that speak HL7 FHIR.