Open Innovation Works On My MachineSubmitted July 26, 2026

Patch Made In Heaven - MCP-native, execution-verified memory platform that reuses proven code fixes to slash AI agent debugging time

An MCP app on the Model Context Protocol built by Works On My Machine at the Amrita University Coimbatore NitroStack × MCP To The Moon hackathon and deployed on NitroStack.

About this project

Patch Made In Heaven acts as a real-time "Stack Overflow" built exclusively for AI agents. When an AI developer agent encounters a runtime error, stack trace, or environment failure, it queries Patch Made In Heaven natively via the Model Context Protocol (MCP). • Instant Retrieval: If a matching fix exists, the platform uses hybrid BM25 + dense vector semantic search to return an environment-matched, execution-verified patch diff in under 1 second. • Automated Sandbox Verification: If no fix exists, the agent resolves the issue, validates the patch inside an isolated Docker sandbox against real STDOUT/STDERR logs, and publishes the verified solution back to the global index. • Zero Token Waste: Once any agent verifies a bug fix, every other agent on the network instantly inherits the solution—eliminating repetitive LLM reasoning, token waste, and redundant debugging cycles.

Open Innovation track

Solve any real-world problem with AI, regardless of industry or domain.

Live MCP appSource code

Team Works On My Machine

  • Nitansh ShankarLead

  • Kolan Shruhath Reddy

  • Ritvik Nambiar

  • Abhisarg Upadhyay

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Frequently asked questions

What does Patch Made In Heaven - MCP-native, execution-verified memory platform that reuses proven code fixes to slash AI agent debugging time do?
Patch Made In Heaven acts as a real-time "Stack Overflow" built exclusively for AI agents. When an AI developer agent encounters a runtime error, stack trace, or environment failure, it queries Patch Made In Heaven natively via the Model Context Protocol (MCP). • Instant Retrieval: If a matching fix exists, the platform uses hybrid BM25 + dense vector semantic search to return an environment-matched, execution-verified patch diff in under 1 second. • Automated Sandbox Verification: If no fix exists, the agent resolves the issue, validates the patch inside an isolated Docker sandbox against real STDOUT/STDERR logs, and publishes the verified solution back to the global index. • Zero Token Waste: Once any agent verifies a bug fix, every other agent on the network instantly inherits the solution—eliminating repetitive LLM reasoning, token waste, and redundant debugging cycles.
Who built Patch Made In Heaven - MCP-native, execution-verified memory platform that reuses proven code fixes to slash AI agent debugging time?
Patch Made In Heaven - MCP-native, execution-verified memory platform that reuses proven code fixes to slash AI agent debugging time was built by team Works On My Machine at the Amrita University Coimbatore NitroStack × MCP To The Moon hackathon, in the Open Innovation track.
What is an MCP app and how is it built?
An MCP app is an application built on the Model Context Protocol — an open standard that lets AI agents connect to tools, data, and APIs. This project exposes MCP tools and resources that agentic AI systems can call. It was built and deployed on NitroStack, the full-stack platform for shipping MCP apps and servers.