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GraphMind
Stop re-teaching your AI your codebase.
Tired of Claude Code or Cursor "forgetting" your architecture after every restart? I built GraphMind to fix this. It’s a local-first, AST-based engine that gives your AI agents permanent structural memory of your codebase. • MCP + CLI + App desktop (Mac / Windows) • Install / Setup & one-click • 100% Local (Privacy-first) • Permanent structural context • No more "re-learning" sessions Build, don't fight. Check it out on GitHub! https://github.com/aouicher/graphmind
I’m Alex, the creator of GraphMind.
I built this because I was genuinely frustrated with AI coding assistants (Cursor, Claude Code, etc.) 'forgetting' my project’s architecture. I was spending half my time re-explaining my own codebase to my tools instead of just building.
GraphMind is my solution: it’s a local-first, AST-based engine that gives AI agents permanent structural memory. It understands your code structure so you don't have to keep re-teaching it.
I'd love to hear your thoughts, feedback, or any bugs you run into while setting it up. What are your biggest pain points when working with AI coding agents? Let's chat!"
About GraphMind on Product Hunt
“Stop re-teaching your AI your codebase.”
GraphMind was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #129 on the daily leaderboard. Tired of Claude Code or Cursor "forgetting" your architecture after every restart? I built GraphMind to fix this. It’s a local-first, AST-based engine that gives your AI agents permanent structural memory of your codebase. • MCP + CLI + App desktop (Mac / Windows) • Install / Setup & one-click • 100% Local (Privacy-first) • Permanent structural context • No more "re-learning" sessions Build, don't fight. Check it out on GitHub! https://github.com/aouicher/graphmind
On the analytics side, GraphMind competes within Productivity, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.7M followers on Product Hunt. The dashboard above tracks how GraphMind performed against the three products that launched closest to it on the same day.
Who hunted GraphMind?
GraphMind was hunted by Alex. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of GraphMind including community comment highlights and product details, visit the product overview.
Alex