Best Observability & Telemetry GitHub Repositories

Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.

🛰 Every AI coding agent on your machine, on one screen — live cost, tokens and tool calls across every provider, and a hold on anything dangerous until you say go. From your desk or your phone.

Instill trust in your agent evals.

Provides tracing abstractions over tracers and tracing system reporters.

Monitoring plugins for Icinga, Nagios & friends. Python 3.9+, all platforms. Smart defaults, auto-discovery, consistent cross-platform metrics, minimal dependencies.

A server that accepts InfluxDB metrics via the HTTP API and exports them via HTTP for Prometheus consumption

Monitor the incoming and outgoing traffic metrics in realtime for NGINX

ros2_medkit - diagnostics gateway for ROS 2 robots. Faults, live data, operations, scripts, locking, triggers, and OTA updates via REST API. No SSH, no custom tooling.

StatsHouse is a highly available, scalable, multitenant monitoring system

A Kubernetes operator for network observability

A set of tools, types and libraries for building and manipulating Grafana objects.

Open Source AI Tracing Framework built on Opentelemetry for AI Applications and Frameworks

Modern, customizable web frontend for Collectd. Visualize system metrics through a responsive dashboard, deploy in minutes with the standalone Python server, or plug into Apache/Nginx. A drop-in replacement for Collectd's bundled UI.

🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.

Vector Remap Language

MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + bearer auth, PDF reports, systemd ready. Works with ChatGPT, Claude, VS Code, Codex, JetBrains and any MCP client.

Multi-language agent runtime and library for execution scope management, lifecycle events, and middleware on tool and LLM calls.

The implementation of Model Context Protocol (MCP) server for VictoriaMetrics

An agentic framework that helps developers build resilient agentic systems

The open standard for runtime agent control — declarative hooks, policy enforcement, and observability across AI agent frameworks.