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llmprobe

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.

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★ 6 stars Last pushed 2026-05-16 License: MIT

Topics: Monitoring

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See the repository for installation instructions: https://github.com/Jwrede/llmprobe

Related servers

Listed in punkpeye/awesome-mcp-servers (MIT)