This is a submission for the Notion MCP Challenge
Quick Summary
FurEver Care AI is an AI-assisted pet health observation system built with Next.js, Notion, and Google Genkit + Gemini.
The system helps caregivers:
• record daily health observations
• detect wellness patterns
• generate structured veterinary summaries
By turning simple daily notes into structured Notion records, the system helps veterinarians understand symptom timelines more clearly.
What I Built
This project continues from my previous FurEver Log challenge entry.
In this version, I expanded the idea into a full system that combines:
• structured observation logging
• AI pattern analysis
• veterinary briefing tools
The goal is simple: help caregivers capture daily observations, organize them in Notion, and generate vet-ready summaries automatically.
The Problem
When a pet becomes sick, something unexpected happens.
You become a full-time observer.
You start noticing things you never paid attention to before:
• How much they eat
• Whether they still play
• If they used the litter box
• How long they stay inside it
• Whether their breathing feels faster
• If their energy feels “different”
But when the veterinarian asks questions like:
“When did the appetite change?”
“How many times did vomiting occur?”
“Has the energy been declining over the last few days?”
Many caregivers struggle to answer accurately.
Not because they don't care.
But because stress makes memory unreliable.
Information ends up scattered across:
• chat messages
• photos
• notes apps
• memory
• vet receipts
Reconstructing the timeline becomes incredibly difficult.
The Inspiration
This project was inspired by caring for my cat Abu.
When Abu got sick, I started writing small daily observations:
• appetite
• energy
• vomiting
• medications
• vet notes
But those records were scattered everywhere.
And when things became serious, I realized something painful:
The most important information about Abu's health was the hardest to organize.
So I built FurEver Care AI.
A system that helps caregivers turn everyday care observations into structured health timelines and vet communication tools.
What FurEver Care AI Does
FurEver Care AI is a Notion-powered health observation system for pet caregivers.
It transforms daily observations into structured health records and AI-assisted insights.
Features
🫀 Vitals Tracking
A real-time heart rate timer allows caregivers to tap along with their pet’s pulse to automatically calculate BPM.
This allows monitoring heart rate changes without needing special equipment.
🚽 Bathroom Monitoring
Daily tracking for important health signals:
• Poo presence
• Pee frequency
• Time spent in litter box
• Straining or accidents
These are often early indicators of illness but are rarely documented consistently.
📓 Daily Health Logs
Caregivers record:
• appetite level
• energy level
• symptoms
• medications
• observations
• notes
Each entry becomes a timestamped health record inside Notion.
🧠 AI Risk Assessment
Using Google Genkit + Gemini, the system evaluates each log and assigns a status:
• Normal
• Monitor
• Urgent
This helps caregivers quickly understand when a pattern might require attention.
Important note:
The AI does not diagnose illness or recommend treatment.
It only organizes observations.
📊 Trend Detection
The system compares recent logs and identifies patterns like:
• declining appetite
• persistent vomiting
• energy drops
These patterns appear as AI observations for the caregiver.
📈 Health Trend Visualizer
One challenge with daily observations is that patterns are difficult to see in plain text.
A small appetite change today may not feel important.
But across several days, a pattern might emerge.
To help detect gradual changes, I added a Health Trend Visualizer.
The chart maps:
• appetite levels
• energy levels
across recent logs.
If a specific pet is selected (for example Abu), the system switches to a Pet-Specific Trend View showing recovery or decline over time.
If no pet filter is applied, the chart shows a global overview of recent observations.
This turns simple logs into visual wellness trajectories.
📄 Vet Brief Generator
Before a veterinary visit, caregivers can generate a structured briefing document containing:
• symptom timeline
• observation patterns
• medication history
• AI-generated questions to ask the vet
The brief can also be exported as a professional PDF for clinic visits.
🤍 Care Moments
Illness monitoring can be emotionally exhausting.
So the app also allows recording small care moments, such as:
• extra cuddle time
• quiet companionship
• comfort routines
Because caregiving isn’t only clinical.
It’s emotional.
Screenshots
Daily Health Log
AI Insights Dashboard
Health Trend Visualizer
Vet Assistant
Live Demo
You can test the application here:
Demo:
https://furever-careai.netlify.app/
Try the following flow:
1️⃣ Record a Daily Health Log
2️⃣ View the record syncing to Notion
3️⃣ Run AI wellness analysis
4️⃣ View the health trend chart
5️⃣ Generate a Vet Brief
6️⃣ Export the summary as PDF
Video Demo
demo
jumpshare.com
Suggested walkthrough:
Record a Daily Health Log
Show the entry syncing into Notion
Run AI wellness analysis
Show trend visualization
Generate a Vet Brief
Export the report as PDF
Repository
GitHub:
https://github.com/aisyahz/FurEver-Care-AI--Pet-Health-Copilot-
The project includes:
• Notion API integration
• Genkit AI workflows
• real-time observation logging
• wellness trend visualization
• vet briefing generation
• PDF export
System Architecture
The system follows a simple architecture:
Caregiver Input (Next.js UI)
↓
API Routes
↓
Notion Database (Source of Truth)
↓
AI Analysis (Genkit + Gemini)
↓
Insights Dashboard + Vet Brief
This keeps the caregiver in control of the raw data while AI assists with interpretation.
How I Used Notion MCP
Notion MCP enables AI agents to interact directly with structured Notion databases.
In this project, Notion serves as the source of truth for all health records.
Using MCP, the AI agent can:
• read Daily Health Logs
• analyze recent entries
• tag records as Normal / Monitor / Urgent
• generate follow-up caregiving tasks
• create structured Vet Visit Briefs
All outputs are written back into Notion, keeping the system transparent and editable.
This makes the system human-in-the-loop rather than AI-controlled.
Challenges I Faced
One challenge was ensuring the Notion database remained the single source of truth.
Because AI observations are written back into the same database, the schema had to be carefully designed so that:
• caregiver inputs remain editable
• AI fields remain distinguishable
• system metadata does not interfere with manual records
Another challenge involved managing AI rate limits when generating vet summaries and analysis.
To avoid excessive API usage, the system analyzes only the most relevant recent health logs.
Why Notion Works So Well Here
Notion provides:
• structured databases
• flexible schema design
• relational data
• API access
• AI workflow compatibility
This makes it ideal for human-centered caregiving systems.
Instead of replacing human judgment, the system:
• organizes observations
• highlights patterns
• improves communication with professionals
The Bigger Goal
This project isn't about replacing veterinary care.
It's about solving a quieter problem:
When someone is caring for a sick animal, the hardest part is remembering everything accurately.
FurEver Care AI helps caregivers turn daily observations into reliable timelines, allowing veterinarians to focus on treatment instead of reconstructing history.
And maybe, just maybe, it helps caregivers feel a little less overwhelmed.
Inspired by Abu
FurEver Care AI was inspired by caring for a cat named Abu.
Abu reminded me that careful observation, patience, and presence matter more than perfect records.
This project simply tries to make those observations easier to keep.
If it helps even one caregiver communicate their pet's condition more clearly to a veterinarian, then it has already served its purpose.
Top comments (3)
🫶🫶❤️❤️ wow
Hi this is my aunt im just supporting😅😅😅
Very nicely done and good use case.