What is the key difference between Llm Latency Tracker and GoldenAnalysis?

Llm Latency Tracker belongs to the Monitoring category with cloud HTTP/SSE execution, while GoldenAnalysis belongs to the Monitoring category with local stdio execution.

How do I install Llm Latency Tracker or GoldenAnalysis 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 Llm Latency Tracker and GoldenAnalysis free or paid?

Llm Latency Tracker operates under a Free / Open Source model (No auth required). GoldenAnalysis operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Llm Latency Tracker lists 0 tools with 0 views and 1 GitHub stars. GoldenAnalysis lists 0 tools with 1 views and 133 GitHub stars.

Can I use both Llm Latency Tracker and GoldenAnalysis 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.

Side-by-Side Model Context Protocol Comparison

Llm Latency Tracker vs GoldenAnalysis

In-depth architectural comparison of the Llm Latency Tracker and GoldenAnalysis 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

Llm Latency Tracker

Monitoring · Remote HTTP/SSE

Quality: 40/100 (Fair) | Auth: No auth required

GoldenAnalysis

Monitoring · Local stdio

Quality: 49/100 (Fair) | Auth: No auth required

Verdict Summary: Choose Llm Latency Tracker if you need specialized Monitoring tools running via a hosted cloud SSE transport. Choose GoldenAnalysis if your workspace requires Monitoring integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Llm Latency Tracker when:

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

Explore Llm Latency Tracker Details

Choose GoldenAnalysis when:

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

Explore GoldenAnalysis Details

Feature & Specification Comparison

Specification	Llm Latency Tracker Monitoring	GoldenAnalysis Monitoring
Summary	Measured latency & uptime for AI inference APIs, by region. Exposes a get_ai_api_latency tool.	Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.
Category & Scope	Monitoring	Monitoring
Quality signal

Tools & Capabilities Breakdown

Llm Latency Tracker Tools (0)

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

GoldenAnalysis 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).

Llm Latency Tracker Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "llm-latency-tracker": {
      "url": "https://llmlatency.dev/mcp"
    }
  }
}

GoldenAnalysis Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "goldenanalysis": {
      "command": "uvx",
      "args": [
        "goldenmatch"
      ]
    }
  }
}

Frequently Asked Questions

Llm Latency Tracker is categorized under Monitoring and uses a remote streaming HTTP/SSE transport. In contrast, GoldenAnalysis belongs to Monitoring using local stdio subprocess. Select Llm Latency Tracker when you need capabilities focused on monitoring and GoldenAnalysis when you require tools for monitoring.

More alternatives to Llm Latency Tracker More alternatives to GoldenAnalysis Monitoring category hub Canonical compare URL