What is the key difference between Agentgauge and Specularis AI Visibility Audit?

Agentgauge belongs to the Security category with cloud HTTP/SSE execution, while Specularis AI Visibility Audit belongs to the Security category with local stdio execution.

How do I install Agentgauge or Specularis AI Visibility Audit 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 Agentgauge and Specularis AI Visibility Audit free or paid?

Agentgauge operates under a Free / Open Source model (No auth required). Specularis AI Visibility Audit operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Agentgauge lists 0 tools with 0 views and 0 GitHub stars. Specularis AI Visibility Audit lists 0 tools with 0 views and 0 GitHub stars.

Can I use both Agentgauge and Specularis AI Visibility Audit 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 Agentgauge or Specularis AI Visibility Audit 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 Agentgauge and Specularis AI Visibility Audit free to use, or do they require API keys?

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

Yes! MCP clients support multi-server orchestration. You can include both agentgauge and specularis-ai-visibility-audit 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, Agentgauge has a Quality Score of 37 /100 ( Fair ) with 0 views, 0 installs, and 0 GitHub stars. Specularis AI Visibility Audit holds a Quality Score of 27 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Agentgauge vs Specularis AI Visibility Audit

In-depth architectural comparison of the Agentgauge and Specularis AI Visibility Audit 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

Agentgauge

Security · Remote HTTP/SSE

Quality: 37/100 (Fair) | Auth: No auth required

Specularis AI Visibility Audit

Security · Local stdio

Quality: 27/100 (Emerging) | Auth: No auth required

Verdict Summary: Choose Agentgauge if you need specialized Security tools running via a hosted cloud SSE transport. Choose Specularis AI Visibility Audit if your workspace requires Security integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Agentgauge when:

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

Explore Agentgauge Details

Choose Specularis AI Visibility Audit when:

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

Explore Specularis AI Visibility Audit Details

Feature & Specification Comparison

Specification	A Agentgauge Security	S Specularis AI Visibility Audit Security
Summary	Scan any website's AI readiness: AI search visibility and AI agent usability. Free, no auth.	Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?
Category & Scope	Security	Security
Quality signal

Tools & Capabilities Breakdown

Agentgauge Tools (0)

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

Specularis AI Visibility Audit 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).

Agentgauge Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "agentgauge": {
      "url": "https://www.agentgauge.ai"
    }
  }
}

Specularis AI Visibility Audit Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "specularis-ai-visibility-audit": {
      "command": "npx",
      "args": [
        "-y",
        "specularis-ai-visibility-audit"
      ]
    }
  }
}

Frequently Asked Questions

Agentgauge is categorized under Security and uses a remote streaming HTTP/SSE transport. In contrast, Specularis AI Visibility Audit belongs to Security using local stdio subprocess. Select Agentgauge when you need capabilities focused on security and Specularis AI Visibility Audit when you require tools for security.

More alternatives to Agentgauge More alternatives to Specularis AI Visibility Audit Security category hub

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