From AI Solutions to Shared Knowledge: Building an MCP for the Community

Description and use

This is a submission for the Weekend Challenge: Generosity Edition Don't Just Ask AI. Give the...
*This is a submission for the [Weekend Challenge: Generosity Edition](https://dev.to/challenges/weekend-2026-09-03)*

---

> **Don't Just Ask AI. Give the Answer Back.**

AI is a real force multiplier for software development. It's also the ideal companion for solving technical problems fast. **But all that knowledge — we keep it to ourselves. Or rather, we lose it.**

The story always stops there.

Question → answer → problem solved — and the conversation sinks into the chat history, gone.

Problem

---

> **Don't Just Ask AI. Give the Answer Back.**

The story always stops there.

Question → answer → problem solved — and the conversation sinks into the chat history, gone.

Outcome

---

> **Don't Just Ask AI. Give the Answer Back.**

The story always stops there.

Question → answer → problem solved — and the conversation sinks into the chat history, gone.

Evidence

From AI Solutions to Shared Knowledge: Building an MCP for the Community

Source

Record date: 2026-09-22T20:45:27.552Z