What is the key difference between Baselight and Catalog Attribute Normalizer?

Baselight belongs to the Finance & Fintech category with cloud HTTP/SSE execution, while Catalog Attribute Normalizer belongs to the Finance & Fintech category with cloud HTTP/SSE execution.

How do I install Baselight or Catalog Attribute Normalizer in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Baselight and Catalog Attribute Normalizer free or paid?

Baselight operates under a Free / Open Source model (No auth required). Catalog Attribute Normalizer operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Baselight lists 0 tools with 0 views and 0 GitHub stars. Catalog Attribute Normalizer lists 0 tools with 0 views and 2 GitHub stars.

Can I use both Baselight and Catalog Attribute Normalizer together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

How do I install Baselight or Catalog Attribute Normalizer in Claude Desktop, Cursor, or Windsurf?

Both servers follow the standard Model Context Protocol configuration format. Simply copy the JSON block from the configuration section above and paste it into your AI client's mcpServers configuration object (for instance in claude_desktop_config.json or ~/.cursor/mcp.json ), then completely restart or refresh the application.

Are Baselight and Catalog Attribute Normalizer free to use, or do they require API keys?

Baselight is listed under a Free / Open Source model with No auth required . Catalog Attribute Normalizer operates under a Free / Open Source model with No auth required . If environment variables are required (such as API keys), be sure to define them under the env key in your MCP client's configuration file.

Can I run both Baselight and Catalog Attribute Normalizer at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both baselight and catalog-attribute-normalizer as distinct keys inside the single mcpServers object in your configuration file. Your AI assistant will automatically select and call the appropriate tool from either server during chat sessions.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, Baselight has a Quality Score of 30 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars. Catalog Attribute Normalizer holds a Quality Score of 41 /100 ( Fair ) with 0 views, 0 installs, and 2 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Baselight vs Catalog Attribute Normalizer

In-depth architectural comparison of the Baselight and Catalog Attribute Normalizer 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.

At a Glance & Executive Verdict

Baselight

Finance & Fintech · Remote HTTP/SSE

Quality: 30/100 (Emerging) | Auth: No auth required

Catalog Attribute Normalizer

Finance & Fintech · Remote HTTP/SSE

Quality: 41/100 (Fair) | Auth: No auth required

Verdict Summary: Choose Baselight if you need specialized Finance & Fintech tools running via a hosted cloud SSE transport. Choose Catalog Attribute Normalizer if your workspace requires Finance & Fintech integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Baselight when:

You need dedicated capabilities in the Finance & Fintech domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Baselight Details

Choose Catalog Attribute Normalizer when:

You need dedicated capabilities in the Finance & Fintech domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Catalog Attribute Normalizer Details

Feature & Specification Comparison

Specification	B Baselight Finance & Fintech	C Catalog Attribute Normalizer Finance & Fintech
Summary	Query Baselight's public catalog of 70,000+ datasets — finance, demographics, sports, and more.	Normalizes messy catalog attributes, maps categories to Google/Shopify/Amazon. MCP + HTTPS API.
Category & Scope	Finance & Fintech	Finance & Fintech
Quality signal

Tools & Capabilities Breakdown

Baselight Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Catalog Attribute Normalizer Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

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).

Baselight Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "baselight": {
      "url": "https://baselight.ai"
    }
  }
}

Catalog Attribute Normalizer Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "catalog-attribute-normalizer": {
      "url": "https://catalog-normalizer-signup.acjlabs.com/#pro-intent"
    }
  }
}

Frequently Asked Questions

Baselight is categorized under Finance & Fintech and uses a remote streaming HTTP/SSE transport. In contrast, Catalog Attribute Normalizer belongs to Finance & Fintech using remote streaming HTTP/SSE transport. Select Baselight when you need capabilities focused on finance & fintech and Catalog Attribute Normalizer when you require tools for finance & fintech.

More alternatives to Baselight More alternatives to Catalog Attribute Normalizer Finance & Fintech category hub