MCP Integration

Connect any AI to structured health data.

Open Life Cloud™ exposes a production MCP server — giving AI clients, agent frameworks, and developer tools direct access to structured health and lifestyle data through a single authenticated connection.

ClaudeCursorGPTGeminiGrokWindsurfClineContinue.dev
Platform Capability

What MCP connectivity enables

The MCP server is a platform integration layer — not a consumer feature. It exposes typed health data as queryable context for builders, researchers, and AI workflows.

🔌

Typed, queryable context

MCP tools expose structured health records — symptoms, vitals, nutrition, activity, environment — as typed context your AI client can query without preprocessing.

🤖

Agent-ready APIs

The same 102 REST endpoints that power production applications are accessible to AI agents. Build workflows on real, longitudinal health data.

🔗

One endpoint, any client

Any MCP-compatible client — Claude, GPT, Gemini, Cursor, Windsurf — connects to the same server. One integration, consistent data access across tools.

Setup

Add Open Life to your AI client

Connect once. Your full dataset becomes available as structured context across any MCP-compatible tool.

🟣

Claude Desktop / Claude Code

Connect the MCP server to Claude Desktop or Claude Code. Your full structured health dataset becomes available as context in any Claude session.

~/.claude/claude_desktop_config.json
{
  "mcpServers": {
    "openlife": {
      "url": "https://mcp.openlife.cloud/sse",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}
💻

Cursor / VS Code

Query structured health data while you build. Wire health metrics into your development environment for dashboards, analysis tools, or personal productivity workflows.

.cursor/mcp.json
{
  "mcpServers": {
    "openlife": {
      "url": "https://mcp.openlife.cloud/sse"
    }
  }
}

Other MCP clients: Grok (xAI Remote MCP Tools), Windsurf, Cline, Continue.dev, and any future MCP-compatible client work with the same server configuration. Replace the URL with https://mcp.openlife.cloud/sse and authenticate with your API key.

Use Cases

What developers build with MCP access

AI Agent Development

Build an agent that monitors HRV trends and surfaces alerts when recovery metrics fall below threshold.

Research Pipeline

Pull 90 days of sleep and activity data for a cohort and output a structured analysis dataset.

Application Development

Query the last 30 days of symptom logs alongside environmental factors and return a correlation matrix.

Data Engineering

Write a Python script using the Open Life API to ingest Oura data and normalize it against the LLIF taxonomy.

Platform

The data layer behind the MCP server

Open Life Cloud is a structured health data platform — the MCP server is how you connect AI to it.

102
REST API Endpoints
620+
Health Data Types
25+
Environmental Factors
5+
Device Integrations

Ready to connect your AI to health data?

MCP access is available in early access. Request credentials and get set up in minutes.

Open Life Cloud is operated by Best Life Inc. Data is governed by LLIF — a 501(c)(3) nonprofit.