Knowledge Base That AI Agents Can Query via MCP

We've all been there: you hit a cryptic error, paste it into Google, and end up on a Stack Overflow thread from 2019. The accepted answer uses a deprecated API. The comments say "this doesn't work anymore." And your AI assistant confidently generates a fix based on that same outdated answer. I built DevFix to fix this loop. What is DevFix? DevFix is a structured problem → solution knowledge base designed for two audiences simultaneously: Developers browsing via web UI AI coding agents (Claude Code, Cursor, Windsurf) querying via MCP Every solution is versioned by tech stack, community-verified through voting, and searchable via semantic similarity — not keywords. Live at devfix.tech The Problem With Existing Sources Stack Overflow GitHub Issues ChatGPT / LLMs Structured? Partially No No Version-aware? Rarely Sometimes Hallucinated Machine-readable? No No N/A Up-to-date? Often stale Buried in threads Training cutoff DevFix solves this by enforcing structure: every solution has a problem