Demo Live Swiggy Food MCP Instamart MCP Claude API Builders Club

Fitness-Aware Meal Ordering
Built on Swiggy MCP

FitOrder is a fitness-aware meal ordering agent built on Swiggy's MCP platform. Set your macro targets, log what you've eaten, and let the agent query Swiggy Food and Instamart MCP to return meals ranked by macro fit - with one-tap ordering.

⚡ Try Live Demo GitHub →

The Problem

The problem with ordering healthy

People tracking fitness goals spend significant mental energy every meal cross-referencing apps, doing math on what they've eaten, and hunting through Swiggy menus hoping something fits. No delivery product today understands why you're eating - not just what you want to order.

Apps used per meal

40kg

Builder's own transformation

Daily

Friction at every meal

"I lost 40kg over two years. The hardest part wasn't the gym. It was the 6 PM question every day - what can I eat that actually fits my macros? That friction is what I built against."

- Sanchit, Builder

What it does

What FitOrder does

Everything built around a single loop - remaining macros in, right meal out.

🎯

Macro-aware meal ranking

Every meal scored by how well it fills your remaining protein, carb, and fat gap - not just keyword search. Meals are ranked, not listed.

📐

TDEE calculator

Enter height, weight, age, and activity level. Mifflin-St Jeor BMR × multiplier → goal-adjusted macro targets set automatically. No spreadsheet needed.

📅

7-day meal planner

Full week of Swiggy orders planned around your macro targets. Shows weekly cost, avg protein per day, and per-day macro breakdown.

💰

Budget tracker

Protein-per-rupee efficiency score from your Swiggy order history. Best and worst value meals. Spend by restaurant. Macro compliance over time.

👤

Coach mode

Coach sets macro targets, shares a link. Client opens it with pre-loaded targets. They order within the plan. Coach sees compliance. No extra app needed.

💬

Conversational agent

Ask about swaps, veg-only options, budget constraints, or reorder a past meal. Full natural language reasoning powered by Claude API.

search_restaurants()

get_restaurant_menu()

update_food_cart()

place_food_order()

search_products()

get_orders()

checkout()

Architecture

API key server-side only. React PWA on the frontend. Claude API as the reasoning layer. Swiggy MCP for real data and actions.

React PWA · Netlify CDN

Static frontend - zero server cost at scale

↓

Netlify Function · Secure API Proxy

ANTHROPIC_API_KEY never exposed to browser

↓

Claude API · claude-haiku-4 Reasoning Layer

Understands macro gaps · Calls MCP tools · Ranks results

↓

Swiggy Food MCP

search_restaurants
get_restaurant_menu
update_food_cart
place_food_order
track_food_order

Instamart MCP

search_products
update_cart
checkout
get_orders
track_order

~₹0.50

Cost per session

125K

Monthly fn calls (free)

3 MCP

Servers integrated

Roadmap

Demo mode is live and working. What we need from Swiggy flips this to fully live Swiggy data.

Live

Core agent - fully working

Macro-aware ranking · TDEE calculator · 7-day meal planner · Budget tracker · Coach mode · Conversational agent · Netlify deployed

Swiggy OAuth → fully live data

Real restaurants near user · Real menus and pricing · Live cart and ordering · Per-user rate limiting · Reorder past macro-matching meals

v1.1

Wearable sync

Apple Health and Google Fit integration - auto-calculate remaining macros without manual daily logging. Activity data informs calorie targets in real time.

v2.0

Dineout + Coach dashboard

Macro-aware restaurant booking for dine-in via Dineout MCP. Coach compliance dashboard with multi-client view, weekly reports, and approved restaurant lists.

The Ask

What we need from Swiggy

The architecture is ready. The agent works. The UI is live. All that's needed to flip from demo to fully live Swiggy data is OAuth credentials from the Builders Club team.

OAuth Client ID issued

Redirect URI whitelisted

Real restaurants load

Live cart and ordering

⚡ Try Demo Now builders@swiggy.in →

The Builder

About the builder

This is what product management looks like when you build what you actually need.

Sanchit

Program Manager, Akamai Technologies · PMP® CSM® · BITSoM AI Product Management