Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
/plugin marketplace add cdeust/ai-architect-mcpnpx agentmods add plugins/cdeust/ai-architect-mcp/ai-codebase-intelligencegit clone --depth 1 https://github.com/cdeust/ai-architect-mcpGrade A, and why
ai-codebase-intelligence scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
{
"name": "ai-codebase-intelligence",
"description": "Language-agnostic codebase intelligence — 17 MCP tools, tree-sitter parsing for 13 languages, typed Pydantic graph API, BM25 + RRF hybrid search, and 5 science-backed git analytics (ownership, bus factor, churn, cochange, dead code).",
"version": "0.1.0",
"author": {
"name": "Clement Deust",
"email": "[email protected]"
},
"homepage": "https://github.com/cdeust/ai-architect-mcp",
"repository": "https://github.com/cdeust/ai-architect-mcp",
"license": "MIT",
"keywords": ["mcp", "codebase-intelligence", "static-analysis", "tree-sitter", "graph", "git-analytics", "claude-code", "anthropic"],
"mcpServers": {
"ai-codebase-intelligence": {
"command": "uvx",
"args": ["--python", "3.12", "--from", "ai-automated-codebase-intelligence", "ai_codebase_intelligence_mcp"]
}
}
}
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday First seen · 20 lines scan A 44bf00c14e78
ai-codebase-intelligence is a plugin published in the GitHub repository cdeust/ai-architect-mcp (1 stars, last pushed 4mo ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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