by oc8-ai · MCP Server · ★ 128
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git clone https://github.com/oc8-ai/oc8.gitTaken from the project's README on GitHub.
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.
| Stars | 128 |
| Forks | 102 |
| Language | Python |
| Category | MCP Server |
| License | LGPL-3.0 |
| Quality Score | 66/100 |
| Open Issues | 5 |
| Last Updated | 2026-11-02 |
| Created | 2026-08-24 |
| Platforms | mcp, python |
| Est. Tokens | ~17k |
oc8 The AI Business Orchestration Become an AI-first business today. oc8 is an open-source, self-hosted AI agent orchestration platform for businesses. It lets AI agents securely work across ERP, CRM, Microsoft 365, Odoo, Slack and other business systems through MCP, with human approvals, guardrails and audit trails.
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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: