llmwiki: Open Source Implementation of Karpathy's LLM Wiki

by lucasastorian · MCP Server · ★ 1.8k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Featured in: Knowledge Base & RAG · Obsidian for Claude Code & AI Agents

How to install llmwiki

git clone https://github.com/lucasastorian/llmwiki.git

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 75/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentsai-agentsclaudekarpathyknowledge-basellmllm-wikimcpmcp-serverrag

Quick Facts

Stars1,752
Forks246
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score75/100
Open Issues32
Last Updated2026-11-04
Created2026-04-04
Platformsclaude-code, mcp, python
Est. Tokens~15k

About llmwiki

LLM Wiki Open-source implementation of Karpathy's LLM Wiki (spec). I built this because research folders accumulate useful material faster than I can keep summaries, links, and citations current by hand. LLM Wiki offloads that editing work to Claude so I can focus on source selection and analysis instead. Point it at a folder, start the local app, and connect Claude over MCP.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. 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:

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