Search results for "trace"
Microsoft Azure Azure Core OpenTelemetry plugin Library for Python
OpenTelemetry LlamaIndex instrumentation
OpenTelemetry crewAI instrumentation
OpenTelemetry Cohere instrumentation
OpenTelemetry Anthropic instrumentation
AWS SDK extension for OpenTelemetry
OpenTelemetry Langchain instrumentation
OpenTelemetry Vertex AI instrumentation
Azure Resource Detector for OpenTelemetry
A library for automatically generating command line interfaces.
Powertools for AWS Lambda (Python) is a developer toolkit to implement Serverless best practices and increase developer velocity.
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.
A stats collection and distributed tracing framework
Client library to connect to the LangSmith Observability and Evaluation Platform.
Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python
็ฎๆด็ๆต่ฏๅนณๅฐๆฅๅฟ๏ผๆณขๅฝข(FSDB/VCD)๏ผๆ นๅ ๅๆMCP Server. A Simple and Universal MCP Server to Debug Testbench Simulation Failures Via Log Parsing And Waveform Analysis (FSDB/VCD)
Cyber Pilot is a traceable delivery system for requirements, design, plans, and code.
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM Wiki pattern โ implemented and shipped.
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
AI Observability & Evaluation
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Build resilient language agents as graphs.
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
Self improving agents through iterations
SRE Agent - CNCF Sandbox Project
ARIS โ๏ธ (Auto-Research-In-Sleep) โ Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in โ works wi
Declarative Agent Orchestration. Ship while you sleep.
Invoke py.test as distutils command with dependency resolution
Vibe-Skills is an all-in-one AI skills package. It seamlessly integrates expert-level capabilities and context management into a general-purpose skills package๏ผ enabling any AI agent to instantly upgr
A comprehensive evaluation framework for AI agents and LLM applications.
Make AI work for Everyone - Monitoring and governing for your AI/ML
A simple and well-tailored LLM application framework that enables you to seamlessly integrate LLM capabilities in the most "Code-Centric" manner. LLM As Function, Prompt As Code. ไธไธช็ฎๅ็ๆฐๅฐ
The Best AI Agent Framework for Agent Collaboration.
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
An open-source AI assistant framework with skills and agent architecture
AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, v
OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPIโuse as library or standalone service.
Droid LLM Hunter is a tool to scan for vulnerabilities in Android applications using Large Language Models (LLMs).
Harness LLMs with Multi-Agent Programming
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connec
MCP server that saves 97% of AI coding tokens โ your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
Open security scanner for AI supply chain: agents, MCP, containers, cloud, GPU, and runtime with blast-radius analysis.
Enterprise-grade distributed AI agent framework | Develop โ Deploy โ Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript
Published in CNCF Landscape: A MCP server for Kubernetes.
Multi-agent memory consistency platform. We're hiring contributorsโcheck HIRING.md
AgenticX is a unified, production-ready multi-agent platform โ Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
Command Line telepathy. An Autonomous Al Agent for your Terminal that turns intent into Execution (Windows/Linux/Mac)
Observal is an AI agent registry with first in class observabilty and eval framework
Prompt Driven Development Command Line Interface
๐ฐ PromptLayer - Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old completions.
3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" โ solo operator managing 137 devices
Dragon Brain โ persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cur
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
Claw-Eval is an evaluation harness for evaluating LLM as agents. All tasks verified by humans.
Claude Code skills, architectural principles, and alternative approaches for AI-assisted development
Agent memory and conflict detection platform. We're hiring contributors check HIRING.md
The LLM Evaluation Framework
LLM proxy to observe and debug what your AI agents are doing.
Ham radio & GMRS gateway, repeater and packet radio โ bridges two-way radios to Mumble, Broadcastify, and the internet. AIOC USB, RSPduo dual SDR, TH-9800/D75/KV4P CAT control, AI announcements, ADS-B
Claude Code plugin for Ruby, Rails, Grape, PostgreSQL, Redis, and Sidekiq development
A self-improving AI agent that learns from experience. Runs entirely on a local 9B model. Security by absence โ dangerous capabilities were never built.
A comprehensive MCP-based todo management system, that serves as a central nervous system for Madness Interactive, a multi-project task coordination workshop.
Autonomous VAPT platform. Give it a target (FQDN, IP, CIDR) โ it hunts, it reports. Inspired by the Obsidian Order.
Continuous prompt optimization for AI applications. Collect feedback, auto-optimize with DSPy, deliver as reviewable PRs.
Connect any LLM to OpenClaw โ production-tested middleware for Qwen3-235B and beyond
Autonomous AI agent for Crustocean, powered by Hermes Agent from Nous Research
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.
The open framework for extensible & grounded AI agent orchestration.
Autonomous coding agent with web research (Recon), adversarial plan debate, 5-tier cognitive memory, multi-model routing (Gemini + DeepSeek + Ollama), 24/7 loops, and $0 local mode. Apache 2.0.
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
Python LLM-RAG deep agent using LangChain, LangGraph and LangSmith built on Quart web microframework and served using Hypercorn ASGI and WSGI web server.
Self-hosted autonomous AI agent โ runs on your PC, controls your environment, connects to any MCP server.
Syllabus-aware RAG study assistant for university students. Answers strictly from your own notes & PDFs, unit-scoped retrieval, cross-encoder reranking, and a hallucination gate โ built to help studen
Open infrastructure/control plane for Unchained
HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
A structured reasoning and decision architecture for stable, interpretable, and hallucinationโresistant AI systems. An open standard for humanโAI collaboration and autonomous systems.