get_llm_model_stats

MCP tool from Opentelemetry MCP Server by traceloop

Get model performance stats

How to use it

get_llm_model_stats is exposed by the Opentelemetry MCP Server MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the get_llm_model_stats tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.

Install Opentelemetry MCP Server

$uvx opentelemetry-mcp --backend jaeger --url http://localhost:16686

FULL OPENTELEMETRY MCP SERVER LISTING

Other tools in Opentelemetry MCP Server (18)

find_errors

Find traces with errors

gen_ai_model

Model name (gpt-4, claude-3-opus, etc.)

gen_ai_system

LLM provider (openai, anthropic, etc.)

get_llm_expensive_traces

Find highest token usage