ontology-atlas: Understand what your codebase builds, why it is structured that way, and what a change could affect

by wlsdks · MCP Server · ★ 149

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

How to install ontology-atlas

git clone https://github.com/wlsdks/ontology-atlas ~/tools/ontology-atlas

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 61/100

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.

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.

ai-agents-frameworkclaude-codecode-visualizationcodebasecodexcoding-agentsdeveloper-toolsimpact-analysisknowledge-graphmcp-server

Quick Facts

Stars149
Forks21
LanguageTypeScript
CategoryMCP Server
LicenseMIT
Quality Score61/100
Open Issues9
Last Updated2026-11-04
Created2026-04-29
Platformsclaude-code, codex, mcp, node
Est. Tokens~26k

About ontology-atlas

Ontology Atlas Understand what your codebase builds, why it is structured that way, and what a change will affect. Download for macOS · Windows x64 beta Windows is a public, unsigned beta. Microsoft Defender SmartScreen may warn about an unknown publisher, and managed work PCs may block it.

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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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