ai-codebase-intelligence

ai-codebase-intelligence is an MCP server for Claude Code from cdeust/ai-architect-mcp. Its token cost is not measured, scanned A, original, MIT.

A locally launched Model Context Protocol server for inspecting or working with codebases. The available description identifies its launch command but does not list its exact operations.

In plain words
What is it for?
It is for starting ai-codebase-intelligence with the ai_codebase_intelligence_mcp command.
Why use it?
It can connect an agent to the ai-codebase-intelligence service, though the supplied information does not say which codebase tasks it supports.

MCP server for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: listed in a Claude config.

Part of the ai-architect plugin — 13 skills, 4 commands, 2 MCP servers, 1 plugin shipped together

One of 2 entries in .mcp.json upstream. Installing this one merges just its entry into your config; the other 1 are separate, each on its own page.

Good fit It is for starting ai-codebase-intelligence with the ai_codebase_intelligence_mcp command.

Compare 6 mcp servers from other repositories ↓
Install with agentmods
npx agentmods add mcp/cdeust/ai-architect-mcp/ai-codebase-intelligence

Installing this writes the configuration, not the program: `ai_codebase_intelligence_mcp` has to be on your PATH already, or the server will not start.

Install

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.

Clone the repo
git clone --depth 1 https://github.com/cdeust/ai-architect-mcp

Installing this writes the configuration, not the program: `ai_codebase_intelligence_mcp` has to be on your PATH already, or the server will not start.

Made for: Claude Code.

Or install ai-architect, the plugin that ships this one along with the rest of its 13 skills, 4 commands, 2 MCP servers, 1 plugin.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ai-codebase-intelligence

README.md
[![agentmods](https://agentmods.dev/badge/mcp/cdeust/ai-architect-mcp/ai-codebase-intelligence/github.svg)](https://agentmods.dev/mcp/cdeust/ai-architect-mcp/ai-codebase-intelligence)
Your own site
<a href="https://agentmods.dev/mcp/cdeust/ai-architect-mcp/ai-codebase-intelligence"><img src="https://agentmods.dev/badge/mcp/cdeust/ai-architect-mcp/ai-codebase-intelligence/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ai-codebase-intelligence

Your own site · 80×15
<a href="https://agentmods.dev/mcp/cdeust/ai-architect-mcp/ai-codebase-intelligence"><img src="https://agentmods.dev/badge/mcp/cdeust/ai-architect-mcp/ai-codebase-intelligence.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade 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 1mo ago.

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.

.mcp.json · 5 lines

What it actually says

{
  "ai-codebase-intelligence": {
    "command": "ai_codebase_intelligence_mcp"
  }
}
Same file

What else .mcp.json configures

This page is one entry in a file that holds 2. Installing the file brings all of them; each is measured and scanned on its own page.

Changes

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.

  1. 1mo ago First seen · 5 lines scan A 5ea3e9c76953

Subscribe to this mod's changes

ai-codebase-intelligence is an MCP server published in the GitHub repository cdeust/ai-architect-mcp (1 stars, last pushed 5mo ago), licensed MIT. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. 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.