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.

instana

:snake: Python Distributed Tracing & Metrics Sensor for Instana

autodynatrace

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

lumigo-tracer

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

caliper-reader

Caliper is an instrumentation and performance profiling library

objection

📱 objection - runtime mobile exploration

lithoxyl

Application instrumentation and logging, with a geological bent.

pyqbdi

A Dynamic Binary Instrumentation framework based on LLVM.

pytheus

experimenting with a new prometheus client for python

polyaxon-client

Polyaxon Clients & Langange SDKS

cutracer

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

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

opentelemetry-instrumentation-aerospike

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

scrutinydebugger

Debugging embedded software through instrumentation with a nice UI

opentelemetry-instrumentation-django-stomp

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

augur-sdk

Instrument any screenshot-grounded computer-use agent (CUA). Local bundle writer + Sentry-style DSN streaming.

yaqd-core

Repository for yaq core python packages.

instrumation

A high-level Hardware Abstraction Layer (HAL) for RF test stations with Digital Twin support, SCPI control, and async measurements.

opentelemetry-instrumentation-eventiq

Opentelemetry instrumentation for eventiq

pyshal

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

omniray

One call and you see everything that's happening in your Python code