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Cont3xt - Universal Team Knowledge for AI Coding Tools

Hey IH! I'm Kyle, previously built fintech startups, now tackling a problem I kept hearing about: AI coding tools failing because they lack team context.

The problem: 65% of developers say their AI tools miss critical team context. Trust in AI accuracy dropped from 43% to 33% in just one year. Meanwhile, teams are manually creating .cursorrules files and RULES.md docs just to give their AI basic team knowledge.

What I built: Cont3xt.dev - universal context management that works with any AI coding tool via MCP (Model Context Protocol). Think of it as a team knowledge base that automatically serves relevant context to Cursor, Claude Code, GitHub Copilot, or any MCP-compatible tool.

Core features:

  • Rules library (team conventions, patterns, gotchas)
  • Architectural Decision Records (why we chose X over Y)
  • Smart filtering (only relevant context, respects token budgets)
  • Analytics (track what's actually helping)
  • GitHub integration (extract decisions from PRs automatically) coming soon

Looking for: 10-15 beta teams, especially in fintech or SaaS. Free during beta, candid feedback expected.

Demo and more info: https://cont3xt.dev

Would love feedback! What do you think - would this solve a real pain point for your team?

posted to Icon for group Building in Public
Building in Public
on October 21, 2025
Trending on Indie Hackers
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