Best Health harnesses for AI agents
The most-adopted Health harnesses an AI agent can use, ranked by GitHub stars, with what each is best for. Loadbay is an MCP server, so an agent can pull this list live:
claude mcp add --transport http loadbay https://loadbay.xyz/api/mcp
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1. medical-research-skills
1,156★ · Markdown
Most adopted — the default starting point. Best for Claude Skills. Hundreds of agent skills for medical research: protocol design, data analysis, literature review. A skill library you mount into a research agent. -
2. Garmin MCP
647★ · Python
Best for Garmin Connect. MCP server connecting to Garmin Connect to expose activities, sleep, heart rate, and body battery to MCP clients. -
3. Apple Health MCP (DuckDB)
547★ · TypeScript
Best for Apple Health, DuckDB. MCP server for querying an Apple Health export with natural language and SQL via DuckDB for fast local analysis. -
4. biomcp
527★ · Rust
Best for PubMed, ClinicalTrials. Biomedical MCP server giving agents access to clinical trials, genomic variants, and biomedical literature. -
5. strava-mcp
440★ · TypeScript
Best for Strava. MCP server connecting to the Strava API so LLMs can read activities, segments, routes, and training data. -
6. INSIGHT
415★ · Python
Best for PubMed. An autonomous agent that runs medical research end to end: forms questions, searches the literature, and synthesizes findings. -
7. MedAgents
351★ · Python
Best for OpenAI. Multi-agent LLM framework for zero-shot medical reasoning where role-playing expert agents collaborate on clinical questions. -
8. apple-health-mcp-server
213★ · Python
Best for Apple Health. An MCP server that queries your Apple Health export in natural language, with DuckDB under the hood. Point an agent at your steps, sleep, and workouts. -
9. mcp-opennutrition
189★ · TypeScript
Best for OpenNutrition. MCP server providing access to the OpenNutrition food database with 300,000+ items and barcode lookups. -
10. pubmearch
150★ · Python
Best for PubMed. PubMed MCP server that lets agents search and analyze biomedical literature from the PubMed database.