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Search results for "instrumentation"

46 results found
azure-core-tracing-opentelemetry📁azure-template_0.1.0b6187637🏛️ Flagship5,526

Microsoft Azure Azure Core OpenTelemetry plugin Library for Python

azure-monitor-opentelemetry📁azure-template_0.1.0b6187637🏛️ Flagship5,526

Microsoft Azure Monitor Opentelemetry Distro Client Library for Python

azure-monitor-opentelemetry-exporter📁azure-template_0.1.0b6187637🏛️ Flagship5,526

Microsoft Azure Monitor Opentelemetry Exporter Client Library for Python

opentelemetry-instrumentation-llamaindex📁0.60.0🏛️ Flagship7,025

OpenTelemetry LlamaIndex instrumentation

opentelemetry-instrumentation-crewai📁0.60.0🏛️ Flagship7,025

OpenTelemetry crewAI instrumentation

opentelemetry-instrumentation-qdrant📁0.60.0🏛️ Flagship7,025

OpenTelemetry Qdrant instrumentation

opentelemetry-instrumentation-cohere📁0.60.0🏛️ Flagship7,025

OpenTelemetry Cohere instrumentation

OpenTelemetry Starlette Instrumentation

opentelemetry-instrumentation-anthropic📁0.60.0🏛️ Flagship7,025

OpenTelemetry Anthropic instrumentation

openinference-instrumentation📁0.1.46🌳 Mature931

OpenInference instrumentation utilities

opentelemetry-instrumentation-langchain📁0.60.0🏛️ Flagship7,025

OpenTelemetry Langchain instrumentation

opentelemetry-instrumentation-vertexai📁0.60.0🏛️ Flagship7,025

OpenTelemetry Vertex AI instrumentation

aws-xray-sdk📁2.15.0🌿 Growing339

The AWS X-Ray SDK for Python (the SDK) enables Python developers to record and emit information from within their applications to the AWS X-Ray service.

opencensus📁0.11.4🌳 Mature674

A stats collection and distributed tracing framework

WSGI Middleware for OpenTelemetry

ASGI instrumentation for OpenTelemetry

OpenTelemetry FastAPI Instrumentation

opentelemetry-util-http📁0.62b0🌳 Mature1,031

Web util for OpenTelemetry

opentelemetry-instrumentation📁0.62b0🌳 Mature1,031

Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python

openinference📁python-openinference-instrumentation-google-genai-v0.1.15🌳 Mature931

OpenTelemetry Instrumentation for AI Observability

cognithor📁v0.92.3🌿 Growing115

Cognithor - Agent OS: Local-first autonomous agent operating system. 16 LLM providers, 17 channels, 112+ MCP tools, 5-tier memory, A2A protocol, knowledge vault, voice, browser automation, Computer-us

neurolink📁v9.56.1🌿 Growing83

Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.

gateway📁v1.11.19🌳 Mature589

The only fully local production-grade Super SDK that provides a simple, unified, and powerful interface for calling more than 200+ LLMs.

plano📁0.4.20🏛️ Flagship6,366

Plano is an AI-native proxy and data plane for agentic apps — with built-in orchestration, safety, observability, and smart LLM routing so you stay focused on your agents core logic.

arthur-engine📁2.1.529🌿 Growing77

Make AI work for Everyone - Monitoring and governing for your AI/ML

langfuse📁v3.169.0🏛️ Flagship25,291

🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

endee📁v1.3.4🌳 Mature1,260

Endee.io – A high-performance vector database, designed to handle up to 1B vectors on a single node, delivering significant performance gains through optimized indexing and execution. Also available i

rust-sdk📁rmcp-v1.5.0🌳 Mature3,323

The official Rust SDK for the Model Context Protocol

logfire📁v4.32.1🌳 Mature4,185

AI observability platform for production LLM and agent systems.

monocle📁v0.7.8🌿 Growing79

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

mcp-context-forge📁v1.0.0-RC-3🌳 Mature3,604

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call

action_mcp📁action_mcp/v0.108.0🌿 Growing106

Rails Engine with MCP compliant Spec.

trpc-agent-go📁v1.8.0🌳 Mature1,110

trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.

kubernetes-mcp-server📁v0.0.60🌳 Mature1,465

Model Context Protocol (MCP) server for Kubernetes and OpenShift

traceroot📁v0.2.0🌳 Mature510

TraceRoot - open-source observability and self-healing layer for AI agents. YC S25

amplitude-analytics📁1.2.3🌱 Seedling35

The official Amplitude backend Python SDK for server-side instrumentation.

AgenticX📁v0.3.7🌿 Growing114

AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m

mcp-ts-core📁main@2026-04-21🌿 Growing131

Agent-native TypeScript framework for building MCP servers. Build tools, not infrastructure.

agentic-chatops📁main@2026-04-20🌿 Growing100

3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" — solo operator managing 137 devices

frida-mcp📁0.0.0🌱 Seedling5

Enable AI-driven automated Android dynamic analysis by controlling Frida through the Model Context Protocol for streamlined reverse engineering.

ds_ex📁main@2026-04-09🌱 Seedling17

DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework

RagaAI-Catalyst📁v2.2.4💤 Dormant16,141

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced anal

agenttel-sdk📁v0.3.0-alpha🌱 Seedling6

Agent-ready telemetry SDK — enriches OpenTelemetry across Java, Go, Python, Node.js, and browser with structured context for AI-driven observability.

Riverbed-Community-Toolkit📁25.7💤 Dormant26

Riverbed Community Toolkit is a public toolkit for Riverbed Solutions engineering and integration

lmnr0.7.47🌱 Seedling

Python SDK for Laminar