Side-by-Side Model Context Protocol Comparison
Heimdall MCP vs Llmprobe
In-depth architectural comparison of the Heimdall 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
Heimdall MCP
Monitoring · Local stdio
Quality: 60/100 (Good) | Auth: No auth required
Llmprobe
Monitoring · Remote HTTP/SSE
Quality: 48/100 (Fair) | Auth: API Key required
Verdict Summary: Choose Heimdall 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 Heimdall MCP 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).
- Primary tools included: read_file, read_text_file, read_media_file.
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: Measures TTFT, total latency, tokens per second, output tokens, and errors, Supports OpenAI, Anthropic, Google, Azure OpenAI, AWS Bedrock, and OpenAI-compatible endpoints, Runs one-off probes or continuous monitoring intervals.
Feature & Specification Comparison
Tools & Capabilities Breakdown
Heimdall MCP Tools (14)
read_file
Read the complete contents of a file as text. DEPRECATED: Use read_text_file instead.
read_text_file
Read the complete contents of a file from the file system as text. Handles various text encodings and provides detailed error messages if the file cannot be read. Use this tool when you need to examine the contents of a single file. Use the 'head' parameter to read only the first N lines of a file, or the 'tail' parameter to read only the last N lines of a file. Operates on the file as text regardless of extension. Only works within allowed directories.
read_media_file
Read a file and return it as a base64-encoded content block with its MIME type. Image and audio files are returned as image/audio content; any other file type is returned as an embedded resource. Only works within allowed directories.
read_multiple_files
Read the contents of multiple files simultaneously. This is more efficient than reading files one by one when you need to analyze or compare multiple files. Each file's content is returned with its path as a reference. Failed reads for individual files won't stop the entire operation. Only works within allowed directories.
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).
Heimdall MCP Configuration
Llmprobe Configuration