Cambium: Governance standard and reference toolset for LLM-maintained knowledge corpora

by KimGLee · MCP Server · ★ 365

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

Security audit verdict: SAFE · quality 50/100

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.

agentic-workflowsai-agentsauditabilityclaude-code-plugindeepseek-harnessdeepseek-harness-plugindeterministic-validationhuman-in-the-loopkimiknowledge-base

Quick Facts

Stars365
Forks22
LanguagePython
CategoryMCP Server
Quality Score50/100
Open Issues7
Last Updated2026-09-12
Created2026-08-04
Platformsclaude-code, mcp, python
Est. Tokens~13k

About Cambium

Cambium English | 简体中文 Cambium is a governance standard and reference toolset for knowledge repositories maintained with LLM agents. It helps an operator answer five practical questions: What rules apply to this repository? What work is required, and who may change shared state? What evidence must exist before work can close? How can an interrupted task resume without guessing? Which decisions...

Compatible Skills

These tools work well together with Cambium for enhanced workflows:

  • karpathy-llm-wiki — semantic(0.30)+complementary+same_lang+similar_pop+shared_platform (60%)
  • claude-mega-brain — semantic(0.28)+complementary+same_lang+similar_pop+shared_platform (60%)
  • llm-wiki-newsroom — semantic(0.27)+complementary+same_lang+similar_pop+shared_platform (59%)
  • marginalia — semantic(0.26)+complementary+same_lang+similar_pop+shared_platform (59%)
  • agentic-sop-to-work — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (59%)

Cambium alternative? Top 6 similar tools

Looking for a Cambium alternative? If you're comparing Cambium with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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    MCP server for AI agents in the RustChain ecosystem: RTC credit wallets and signed transfers, bounty discovery

  • sub-agents-mcp by shinpr · ⭐ 99

    Define task-specific AI sub-agents in Markdown for any MCP-compatible tool.

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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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