What is the key difference between Opik MCP and Gizmoanalytics MCP?

Opik MCP belongs to the Monitoring category with local stdio execution, while Gizmoanalytics MCP belongs to the Monitoring category with cloud HTTP/SSE execution.

How do I install Opik MCP or Gizmoanalytics 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 Opik MCP and Gizmoanalytics MCP free or paid?

Opik MCP operates under a BYOK (Pay Provider Direct) model (API Key required). Gizmoanalytics MCP operates under a Paid Service model (OAuth 2.0).

Which MCP server has more tools and community activity?

Opik MCP lists 1 tools with 1 views and 221 GitHub stars. Gizmoanalytics MCP lists 5 tools with 3 views and 1 GitHub stars.

Can I use both Opik MCP and Gizmoanalytics 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.

Side-by-Side Model Context Protocol Comparison

Opik MCP vs Gizmoanalytics MCP

In-depth architectural comparison of the Opik MCP and Gizmoanalytics 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

Opik MCP

Monitoring · Local stdio

Quality: 61/100 (Good) | Auth: API Key required

Gizmoanalytics MCP

Monitoring · Remote HTTP/SSE

Quality: 53/100 (Good) | Auth: OAuth 2.0

Verdict Summary: Choose Opik MCP if you need specialized Monitoring tools running via a local process. Choose Gizmoanalytics MCP if your workspace requires Monitoring integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Opik MCP when:

You need dedicated capabilities in the Monitoring domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
You have access to required keys: OPIK_API_KEY, OPIK_WORKSPACE, COMET_WORKSPACE, COMET_URL_OVERRIDE, OPIK_URL, OPIK_MCP_ANALYTICS_SOURCE.
Primary tools included: read_skill.

Explore Opik MCP Details

Choose Gizmoanalytics MCP when:

You need dedicated capabilities in the Monitoring domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: OAuth 2.0 (Paid Service).
Primary tools included: create_site, get_install_snippet, summarize_all_sites.

Feature & Specification Comparison

Specification	Opik MCP Comet-ML Monitoring	Gizmoanalytics MCP sudomichael Monitoring
Summary	Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.	Gizmo Analytics — cookieless web analytics for AI coding agents. Framework-aware install (Next/Remix/SvelteKit/Nuxt/Astro/Vite/React/HTML), OAuth onboarding, 28 tools for setup + query + workflow operations (summarizeallsites, explaintrafficchange, detectanomalies). Hosted MCP at gizmoanalytics.io/mcp.
Category & Scope

Tools & Capabilities Breakdown

Opik MCP Tools (1)

read_skill

Read one of the Opik agent skills bundled with this server

Gizmoanalytics MCP Tools (5)

create_site

get_install_snippet

summarize_all_sites

get_workspace_overview

get_site_traffic

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).

Opik MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "comet-ml-opik-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "opik-mcp"
      ],
      "env": {
        "OPIK_API_KEY": "YOUR_OPIK_API_KEY_HERE",
        "OPIK_WORKSPACE": "YOUR_OPIK_WORKSPACE_HERE",
        "COMET_WORKSPACE": "YOUR_COMET_WORKSPACE_HERE",
        "COMET_URL_OVERRIDE": "YOUR_COMET_URL_OVERRIDE_HERE",
        "OPIK_URL": "YOUR_OPIK_URL_HERE",
        "OPIK_MCP_ANALYTICS_SOURCE": "YOUR_OPIK_MCP_ANALYTICS_SOURCE_HERE"
      }
    }
  }
}

Gizmoanalytics MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "sudomichael-gizmoanalytics-mcp": {
      "url": "https://gizmoanalytics.io/mcp"
    }
  }
}

Frequently Asked Questions

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

More alternatives to Opik MCP More alternatives to Gizmoanalytics MCP Monitoring category hub