AI Architect MCP Codebase vs Automatised Pipeline

In-depth architectural comparison of the AI Architect MCP Codebase and Automatised Pipeline MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose AI Architect MCP Codebase when:

• You need dedicated capabilities in the Developer Tools domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore AI Architect MCP Codebase Details

Choose Automatised Pipeline when:

• You need dedicated capabilities in the Developer Tools domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Automatised Pipeline Details

Feature & Specification Comparison

Specification	AI Architect MCP Codebase Developer Tools	Automatised Pipeline Developer Tools
Summary	Codebase intelligence MCP — index any repo into a property graph; 26 tools for agents.	Codebase intelligence MCP server — index any repo into a property graph; 24 tools for agents.
Category & Scope	Developer Tools	Developer Tools

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "ai-architect-mcp-codebase": {
      "command": "npx",
      "args": [
        "-y",
        "ai-architect-mcp-codebase"
      ]
    }
  }
}

{
  "mcpServers": {
    "automatised-pipeline": {
      "command": "npx",
      "args": [
        "-y",
        "automatised-pipeline"
      ]
    }
  }
}

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