Question 1

What is the difference between Llmprobe and Spanlens?

Accepted Answer

Llmprobe and Spanlens are both MCP servers listed on AllMCPs. Compare category (Monitoring vs Monitoring), install path, tools, and usage signals on this page to pick the better fit for your agent stack.

Question 2

How do I install Llmprobe or Spanlens?

Accepted Answer

Open each listing for client-specific install buttons and config. Install signal: Llmprobe uses npx · low; Spanlens uses npx · low. Always verify against the project README before production use.

Question 3

Which MCP server is more popular, Llmprobe or Spanlens?

Accepted Answer

On AllMCPs, Llmprobe has 0 views and 0 upvotes; Spanlens has 1 views and 0 upvotes. Popularity is one signal — match tools and install fit to your use case.

Compare	L Llmprobe Jwrede 📊 Monitoring	S Spanlens spanlens 📊 Monitoring
Summary	Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throughput, and errors across OpenAI, Anthropic, Google, Azure, Bedrock, and local servers (vLLM, SGLang, Ollama). CLI + MCP server with Prometheus and OpenTelemetry export.	Query Spanlens LLM observability from Claude Desktop, Cursor, or Continue: request logs, costs, agent traces, anomalies, and user analytics with a read-only API key.
Quality signal	23/100 (Emerging)	23/100 (Emerging)
Install path	`npx · low`	`npx · low`
Engagement	0 0 0	1 0 0 11
Tools	Not listed yet	Not listed yet
Verified / official	No	No
Open listing	View Llmprobe	View Spanlens

Llmprobe vs Spanlens

Other servers like Llmprobe