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by aouicher · MCP Server · ★ 200
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graphmind Your codebase has a shape. Now your AI can see it. And remember it. GraphMind turns your codebase into a knowledge graph your AI can query, navigate, and remember. Ask about dead code, dependencies, or blast radius — and get answers grounded in your actual architecture. Up to 5,700× fewer tokens than raw search (10M tokens saved per session). Works with Claude Code, Cursor, Windsurf, Cline, Zed, Continue, and any MCP-compatible AI assistant. CLI + Claude MCP integration Desktop app — Mac & Windows Why GraphMind Every new AI session starts from zero. Your assistant re-reads the entire codebase, re-discovers architecture, and forgets every decision you explained last time. Across multiple projects, there's zero visibility into shared dependencies. graphmind fixes this with four layers: Structural graph — function-level knowledge graph per repo (AST-based, tree-sitter, 30+ languages) Semantic embeddings —
| Stars | 200 |
| Forks | 15 |
| Language | Rust |
| Category | MCP Server |
| License | MIT |
| Quality Score | 70.3804511728309/100 |
| Open Issues | 12 |
| Last Updated | 2026-07-30 |
| Created | 2026-04-17 |
| Platforms | claude-code, mcp, rust |
| Est. Tokens | ~28k |
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graphmind is Local-first code intelligence for AI assistants. Turns your codebase into a knowledge graph your AI can query, navigate, and remember. 25 MCP tools.. It is categorized as a MCP Server with 200 GitHub stars.
graphmind is primarily written in Rust. It covers topics such as ai, ai-agent, ai-assistant.
You can find installation instructions and usage details in the graphmind GitHub repository at github.com/aouicher/graphmind. The project has 200 stars and 15 forks, indicating an active community.
graphmind is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to graphmind on Agent Skills Hub include omega-memory, mychatarchive, atlassian-mcp-server. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.