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Best Claude Code mcp servers for observability & monitoring on Llm (July 2026)

4 curated Claude Code mcp servers that handle observability & monitoring on Llm projects. Install commands, configs, and copy-paste setup, refreshed July 2026.

4 items matching Llm & Observability & Monitoring.

Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.

developer-toolsmonitoringllm

Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.

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.

monitoringgoazureai+1

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support CPU、Memory、Disk、Network、Host、Process）

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