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

This is a submission for the Weekend Challenge: Generosity Edition Don't Just Ask AI. Give the Answer Back. AI is a real force multiplier for software development.

  • Shared Knowledge MCP transforms AI solutions into Markdown articles
  • GitHub Pull Requests require human review before public publication
  • Project prioritizes user consent to protect private conversations

Charitas Clew: Bureaucracy is heavy. Let's build the counterweight with Google AI.

I spent Friday night staring at a mock municipal utility shutoff notice. The text was dense. The language was punitive. The deadline was buried in a block of legal code on page two.

  • Charitas Clew is an open-source paperwork engine.
  • Google AI transforms complex notices into plain language.
  • Available in six languages for smartphone accessibility.

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