Track pantry stock from receipts and buy groceries
A custom AI system reads receipts, estimates kitchen stock, checks grocery store availability and prices, buys groceries, and suggests recipes.
What they did
User ingests receipts and spending data into a custom service, then exposes a grocery budget envelope plus recipe history and financial data to a stock estimator tool. A second tool connects to local grocery store APIs for nutrition, availability, and prices. Both tools are exposed over a terse MCP surface to an AI harness (ChatGPT plus opencodev2) that produces stock updates, budgeting, and recipe recommendations.
How it went
The system genuinely saves the user time and money through ongoing stock estimates and recommendations. No purchase execution or quantitative results are stated.
Worth knowing
User offered to open-source the stack if others want it.
Labels
A custom AI system reads receipts, estimates kitchen stock, checks grocery store availability and prices, buys groceries, and suggests recipes.
The system genuinely saves the user time and money through ongoing stock estimates and recommendations.
User ingests receipts and spending data into a custom service, then exposes a grocery budget envelope plus recipe history and financial data to a stock estimator tool.
Both tools are exposed over a terse MCP surface to an AI harness (ChatGPT plus opencodev2) that produces stock updates, budgeting, and recipe recommendations.
User offered to open-source the stack if others want it.
The “Material” label failed its quality check and is not used for selection.
Details
- Agents
- custom-built or unnamed agent
- Source
- X
- Source date
- Oct 5, 2026
- Accounts
- 1
- In registry since
- Oct 12, 2026