What is the key difference between Sentry MCP and Llmprobe?

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

How do I install Sentry MCP or Llmprobe 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 Sentry MCP and Llmprobe free or paid?

Sentry MCP operates under a Free / Open Source model (API Key required). Llmprobe operates under a Free / Open Source model (API Key required).

Which MCP server has more tools and community activity?

Sentry MCP lists 6 tools with 3 views and 858 GitHub stars. Llmprobe lists 6 tools with 2 views and 6 GitHub stars.

Can I use both Sentry MCP and Llmprobe 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

Sentry MCP vs Llmprobe

In-depth architectural comparison of the Sentry MCP and Llmprobe 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

Sentry MCP

Monitoring · Local stdio

Quality: 49/100 (Fair) | Auth: API Key required

Llmprobe

Monitoring · Remote HTTP/SSE

Quality: 48/100 (Fair) | Auth: API Key required

Verdict Summary: Choose Sentry MCP if you need specialized Monitoring tools running via a local process. Choose Llmprobe 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 Sentry MCP when:

You need dedicated capabilities in the Monitoring domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: SENTRY_ACCESS_TOKEN, EMBEDDED_AGENT_PROVIDER, OPENAI_API_KEY, ANTHROPIC_API_KEY, OPENROUTER_API_KEY, OPENROUTER_MODEL, OPENROUTER_REASONING_EFFORT, SENTRY_HOST.
Primary tools included: Remote MCP access through mcp.sentry.dev, Local stdio transport for Sentry, Error, issue, trace, and performance investigation.

Explore Sentry MCP Details

Choose Llmprobe when:

You need dedicated capabilities in the Monitoring domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
Primary tools included: .

Feature & Specification Comparison

Specification	Sentry MCP getsentry Monitoring	Llmprobe Jwrede Monitoring
Summary
Category & Scope	Monitoring	Monitoring
Quality signal

Tools & Capabilities Breakdown

Sentry MCP Tools (6)

Remote MCP access through mcp.sentry.dev

Local stdio transport for Sentry

Error, issue, trace, and performance investigation

AI-assisted event and issue search

Self-hosted Sentry host override

Selective skill disabling

Llmprobe Tools (6)

Measures TTFT, total latency, tokens per second, output tokens, and errors

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).

Sentry MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "getsentry-sentry-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@sentry/mcp-server@latest"
      ],
      "env": {
        "SENTRY_ACCESS_TOKEN": "YOUR_SENTRY_ACCESS_TOKEN_HERE",
        "EMBEDDED_AGENT_PROVIDER": "YOUR_EMBEDDED_AGENT_PROVIDER_HERE",
        "OPENAI_API_KEY": "YOUR_OPENAI_API_KEY_HERE",
        "ANTHROPIC_API_KEY": "YOUR_ANTHROPIC_API_KEY_HERE",
        "OPENROUTER_API_KEY": "YOUR_OPENROUTER_API_KEY_HERE",
        "OPENROUTER_MODEL": "YOUR_OPENROUTER_MODEL_HERE",
        "OPENROUTER_REASONING_EFFORT": "YOUR_OPENROUTER_REASONING_EFFORT_HERE",
        "SENTRY_HOST": "YOUR_SENTRY_HOST_HERE"
      }
    }
  }
}

Llmprobe Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "jwrede-llmprobe": {
      "url": "https://api.groq.com/openai"
    }
  }
}

Frequently Asked Questions

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

More alternatives to Sentry MCP More alternatives to Llmprobe Monitoring category hub