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

lumigo-tracer

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

instana

:snake: Python Distributed Tracing & Metrics Sensor for Instana

caliper-reader

Caliper is an instrumentation and performance profiling library

objection

📱 objection - runtime mobile exploration

pytheus

experimenting with a new prometheus client for python

pyqbdi

Python binding for QBDI

lithoxyl

Application instrumentation and logging, with a geological bent.

cutracer

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

polyaxon-client

Polyaxon Clients & Langange SDKS

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

signalfx-tracing

OpenTracing-compatible Auto-Instrumentor for Python

yaqd-core

Repository for yaq core python packages.

omniray

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

omniwrap

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

watlowlib

Async-first Python driver for Watlow temperature controllers over RS-232 / EIA-485. One protocol-neutral Controller API speaks both Standard Bus (BACnet MS/TP) and Modbus RTU, with auto-detect, a typed cross-protocol parameter registry, a multi-device manager, drift-free streaming into pluggable sinks, a sync facade, and CLIs.

opentelemetry-instrumentation-django-stomp

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

blight

A catch-all compile-tool wrapper

sartoriuslib

Async Python client for Sartorius lab balances. Supports SBI and xBPI wire protocols over RS-232/USB with a unified high-level API, streaming reads, persistent SQLite sinks, hardware-gated tests, and a typed CLI. Strict typing, no hardware required for development.

opentelemetry-instrumentation-eventiq

Opentelemetry instrumentation for eventiq