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Graphmind: Persistent Memory and Graph for Claude Code

Graphmind is a local-first tool that provides persistent memory, code graph analysis, and cross-project linking for Claude Code. It builds a function-level knowledge graph using AST, supports semantic embedding search, and stores decisions, patterns, and conventions locally. No cloud, no telemetry.

SourceHacker News AIAuthor: aouicher
Graphmind: Persistent Memory and Graph for Claude Code
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Under the source content permission, this page provides an editorial summary, key points, and a link to the original article.

Key points and analysis

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Key points

  • Graphmind gives Claude Code persistent memory across sessions, storing architecture decisions, patterns, and conventions.
  • It builds a structural code graph using tree-sitter and supports semantic search with local or cloud embeddings.
  • One-time setup configures MCP, hooks, and skills for automatic context injection and memory recall.
  • Fully local with no cloud dependency or telemetry.

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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