My Fitbit Data
Access health and fitness data with daily summaries, intraday tracking, trend analysis, and anomaly detection.
Setup
Connect the My Fitbit Data toolkit to your Fitbit account to allow your AI assistant to access your health and fitness metrics.
Prerequisites
Before connecting your Fitbit account, ensure you have configured an MCP server in your toolforest.io dashboard.
Setup Steps
Step 1: Connect to Fitbit
- Navigate to your MCP server panel in the toolforest.io dashboard.
- Locate the My Fitbit Data toolkit.
- Click the Connect button.
- You will be automatically redirected to Fitbit’s authorization page.
Step 2: Authorize Permissions
You will be prompted to allow toolforest.io to access specific data points in your Fitbit account. For full toolkit functionality, ensure the following permissions are checked:
- Activity and exercise
- Heart rate
- Oxygen saturation (SpO2)
- Sleep
Click Allow to grant these permissions.
Step 3: Confirmation
After authorizing, you will be redirected back to toolforest.io with a “Successful connection” message. The toolkit status will now show Connected, and you can begin querying your data immediately.
Understanding Permissions
What toolforest.io Can Access
toolforest.io requests read-only access to your health metrics to enable features such as:
- Activity Data: Steps, calories burned, and active minutes.
- Biometrics: Heart rate, resting heart rate, and SpO2 levels.
- Sleep: Sleep duration, stages, and efficiency scores.
Data Privacy
Your health data is retrieved only when you explicitly ask your LLM to query it. toolforest.io does not store your historical health data permanently; it acts as a bridge to fetch the specific information your assistant needs to answer your questions.
Managing Your Connection
Disconnect
To disconnect the toolkit:
- Click the Disconnect button in your MCP server panel.
- toolforest.io will remove the access tokens used to communicate with Fitbit.
Revoke Permissions
To fully revoke toolforest.io’s access to your Fitbit account:
- Visit your Fitbit Application Settings.
- Find toolforest.io in the list of authorized applications.
- Click Revoke Access.
Capabilities
| Category | Capabilities |
|---|---|
| Permissions | View granted OAuth scopes, understand accessible data types |
| Daily Summaries | Steps, calories, active minutes, resting HR, HRV, sleep (duration/efficiency/stages), SpO2 |
| Intraday | Minute/second-level data for heart rate, steps, calories; configurable granularity (1sec-15min) |
| Trends | Rolling window stats (mean, std dev), percent change vs prior periods (window/week/month) |
| Anomaly Detection | Z-score analysis, configurable sensitivity, consecutive day tracking, human-readable explanations |