Instrumentation Python Packages

prometheus-client

Prometheus instrumentation library for Python applications

prometheus-fastapi-instrumentator

Instrument your FastAPI with Prometheus metrics.

statshog

A Python client for statsd and telegraf

pyccolo

Declarative instrumentation for Python.

autodynatrace

autodynatrace, a python library that implements automatic instrumentation using the OneAgent SDK for Python

instana

:snake: Python Distributed Tracing & Metrics Sensor for Instana

lumigo-tracer

Lumigo's Python Distributed Tracing and Performance Agent for AWS lambda

caliper-reader

Caliper is an instrumentation and performance profiling library

zelos-sdk

The data platform for hardware systems

objection

📱 objection - runtime mobile exploration

genai-otel-instrument

GenAI OpenTelemetry Auto-Instrumentation Library A comprehensive wrapper for automatic instrumentation of LLM/GenAI applications Supports all major LLM providers and MCP (Model Context Protocol) tool calls

pytheus

experimenting with a new prometheus client for python

pyqbdi

A Dynamic Binary Instrumentation framework based on LLVM.

wrapture

Monkey patch, test, and trace Python by attaching bindings to call sites, without modifying the code being observed. Built on wrapt.

polyaxon-client

Polyaxon Clients & Langange SDKS

opentelemetry-instrumentation-aerospike

todo: contrib to https://github.com/open-telemetry/opentelemetry-python-contrib/tree/main/instrumentation

lithoxyl

Application instrumentation and logging, with a geological bent.

cutracer

A dynamic binary instrumentation tool for tracing and analyzing GPU kernel instructions.

pyshal

Turn your whole lab — hardware and software — into safe, typed, permission-gated tools for an AI agent.

executiontimer

Hierarchical execution timing for Python: nested sections, categories, asyncio and threads.

piec

A Python package for seamless setup and coordination of laboratory instruments, measurements, analysis, and simulation.

opentelemetry-instrumentation-django-stomp

This library will help you to use opentelemetry traces and metrics on Django STOMP usage library.

opentelemetry-instrumentation-eventiq

Opentelemetry instrumentation for eventiq

yaqd-core

Repository for yaq core python packages.