What is the key difference between Visibility Index and PubFi MCP?

Visibility Index belongs to the Finance & Fintech category with cloud HTTP/SSE execution, while PubFi MCP belongs to the Finance & Fintech category with local stdio execution.

How do I install Visibility Index or PubFi MCP 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 Visibility Index and PubFi MCP free or paid?

Visibility Index operates under a Free / Open Source model (No auth required). PubFi MCP operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Visibility Index lists 0 tools with 0 views and 0 GitHub stars. PubFi MCP lists 0 tools with 0 views and 0 GitHub stars.

Can I use both Visibility Index and PubFi MCP 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 Visibility Index or PubFi MCP 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 Visibility Index and PubFi MCP free to use, or do they require API keys?

Visibility Index is listed under a Free / Open Source model with No auth required . PubFi MCP 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 Visibility Index and PubFi MCP at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both visibility-index and pubfi-mcp 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, Visibility Index has a Quality Score of 36 /100 ( Fair ) with 0 views, 0 installs, and 0 GitHub stars. PubFi MCP holds a Quality Score of 39 /100 ( Fair ) with 0 views, 0 installs, and 0 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Visibility Index vs PubFi MCP

In-depth architectural comparison of the Visibility Index and PubFi MCP 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

Visibility Index

Finance & Fintech · Remote HTTP/SSE

Quality: 36/100 (Fair) | Auth: No auth required

PubFi MCP

Finance & Fintech · Local stdio

Quality: 39/100 (Fair) | Auth: No auth required

Verdict Summary: Choose Visibility Index if you need specialized Finance & Fintech tools running via a hosted cloud SSE transport. Choose PubFi MCP if your workspace requires Finance & Fintech integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Visibility Index 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 Visibility Index Details

Choose PubFi MCP 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).

Explore PubFi MCP Details

Feature & Specification Comparison

Specification	Visibility Index Finance & Fintech	P PubFi MCP Finance & Fintech
Summary	Weekly open AI-visibility data for crypto: share of answer on ChatGPT, Perplexity and Gemini.	Route crypto data needs through PubFi capability and gateway tools.
Category & Scope	Finance & Fintech	Finance & Fintech
Quality signal

Tools & Capabilities Breakdown

Visibility Index Tools (0)

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

PubFi MCP 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).

Visibility Index Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "visibility-index": {
      "url": "https://vectory.space"
    }
  }
}

PubFi MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "pubfi-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "mint@latest"
      ]
    }
  }
}

Frequently Asked Questions

Visibility Index is categorized under Finance & Fintech and uses a remote streaming HTTP/SSE transport. In contrast, PubFi MCP belongs to Finance & Fintech using local stdio subprocess. Select Visibility Index when you need capabilities focused on finance & fintech and PubFi MCP when you require tools for finance & fintech.

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