No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by aouicher · MCP Server · ★ 207
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is graphmind safe to install? View the security audit →
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 | 207 |
| Forks | 16 |
| Language | Rust |
| Category | MCP Server |
| License | MIT |
| Quality Score | 70.3804511728309/100 |
| Open Issues | 12 |
| Last Updated | 2026-09-02 |
| Created | 2026-04-17 |
| Platforms | claude-code, mcp, rust |
| Est. Tokens | ~28k |
These tools work well together with graphmind for enhanced workflows:
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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 207 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 207 stars and 16 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 octocode, omega-memory, mychatarchive. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: