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Hokmah
Give your codebase a memory. Any AI agent, any repo.
Hokmah gives any AI coding agent persistent architectural memory of your codebase. Not RAG. Not embeddings. A live reasoning graph built from your commits and structure. → Risk score before you push → Impact analysis on every PR → Works with Claude, Copilot, Cursor — any MCP agent Your code never leaves your machine. All reasoning runs server-side at mcp.hokmah.dev.
Hey hunters! Fred here, solo founder of Catalyst AI Research from Haifa, Israel 🇮🇱
I built Hokmah because every AI coding tool I tried had the same blind spot — they read files but don't understand systems.
Hokmah builds a live architectural graph of your codebase and exposes it via MCP. Switch AI vendors anytime — your codebase memory stays.
Happy to answer any questions about the architecture or the MCP implementation!
About Hokmah on Product Hunt
“Give your codebase a memory. Any AI agent, any repo.”
Hokmah was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #114 on the daily leaderboard. Hokmah gives any AI coding agent persistent architectural memory of your codebase. Not RAG. Not embeddings. A live reasoning graph built from your commits and structure. → Risk score before you push → Impact analysis on every PR → Works with Claude, Copilot, Cursor — any MCP agent Your code never leaves your machine. All reasoning runs server-side at mcp.hokmah.dev.
On the analytics side, Hokmah competes within Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how Hokmah performed against the three products that launched closest to it on the same day.
Who hunted Hokmah?
Hokmah was hunted by Frederic David blum. 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 Hokmah including community comment highlights and product details, visit the product overview.
Frederic David blum