CogniRepo vs MCP Design System Extractor

In-depth architectural comparison of the CogniRepo and MCP Design System Extractor 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 CogniRepo when:

• You need dedicated capabilities in the Finance & Fintech domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: AST-based symbol lookup, FAISS and BM25 retrieval, Persistent session and episodic memory.

Explore CogniRepo Details

Choose MCP Design System Extractor when:

• You need dedicated capabilities in the Finance & Fintech domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• You have access to required keys: STORYBOOK_URL, NODE_TLS_REJECT_UNAUTHORIZED.
• Primary tools included: query, purpose, searchIn.

Explore MCP Design System Extractor Details

Feature & Specification Comparison

Specification	CogniRepo Finance & Fintech	MCP Design System Extractor freema Finance & Fintech
Summary	FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.	Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.
Category & Scope	Finance & Fintech

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": {
    "cognirepo": {
      "command": "pipx",
      "args": [
        "install",
        "cognirepo"
      ]
    }
  }
}

{
  "mcpServers": {
    "freema-mcp-design-system-extractor": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-design-system-extractor@latest"
      ],
      "env": {
        "STORYBOOK_URL": "YOUR_STORYBOOK_URL_HERE",
        "NODE_TLS_REJECT_UNAUTHORIZED": "YOUR_NODE_TLS_REJECT_UNAUTHORIZED_HERE"
      }
    }
  }
}

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