Search results for "trace"
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
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
Zero-code LLM security & observability proxy. Real-time prompt injection detection, PII scanning, and cost control for OpenAI-compatible APIs. Built in Rust.
็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
Zero-reflection .NET source generators: [Log] structured logging, [Trace] OpenTelemetry spans, [Aop] aspects (Retry/Cache/Metrics), Dto/CrudApi, TypeGen (TypeScript + OpenAPI from C# DTOs). Compile-ti
TraceRoot - open-source observability and self-healing layer for AI agents. YC S25
Framework for AI Backend. Build and run AI agents like microservices - scalable, observable, and identity-aware from day one.
Sage Mode for F# development โ REPL with solution or project loading, Live Testing for FREE, Hot Reload, and session management.
LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM Wiki pattern โ implemented and shipped.
The open-source TypeScript framework for building AI workflows and agents. Designed for Claude Code describe what you want, Claude builds it, with all the best practices already in place.
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
eBPF-based GPU causal observability agent
AI Observability & Evaluation
Chrome DevTools for coding agents
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.
EdgeCrab ๐ฆ A Super Powerful Personal Assistant inspired by NousHermes and OpenClaw โ Rust-native, blazing-fast terminal UI, ReAct tool loop, multi-provider LLM support, ACP protocol, gateway adapters
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all f
๐ฅ Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
Free, open-source SQL Server performance monitoring โ 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.
Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Windows that provides a durable state, MCP control, and BYOK with full autonomous browsing. Use with Hermes A
Procedural memory for AI coding agents: transforms scattered session history into persistent, cross-agent memory so every agent learns from every other
โก๏ธ Open-source AI Gateway โ Use any SDK to call 100+ LLMs. Built-in failover, load balancing, cost control & end-to-end tracing.
Persistent memory for AI coding agents
Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
Self improving agents through iterations
AI-native runtime for the GolemCore ecosystem with skills, plugins, MCP, memory, and Hive.
Build and run autonomous AI agents with OpenClaw, Hermes, multiple model providers, orchestration, delegation, memory, skills, schedules, and chat connectors.
Auto-introspect your Rails app and expose it to AI assistants. 38 tools, zero config, works with Claude, Cursor, Copilot, and any MCP client.
Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. ๐๐ป Integrates with 50+ LLM Providers,
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
SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.
Declarative Agent Orchestration. Ship while you sleep.
The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autonomous AI agents.
Invoke py.test as distutils command with dependency resolution
Open-source AI agent desktop app for Windows & macOS. One-click install Claude Code, MCP tools, and Skills โ with sandbox isolation, multi-model support, and Feishu/Slack integration.
The platform for LLM evaluations and AI agent testing
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 secure, durable runtime to sandbox AI agent tasks. Run untrusted code in isolated WebAssembly environments.
๐ชข Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. ๐YC W23
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
Markdown for the AI era
The Best AI Agent Framework for Agent Collaboration.
Test, Debug, and Evaluate MCP servers, ChatGPT apps, and MCP Apps (ext-apps)
Claude Autoresearch Skill โ Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify โ Verify โ Keep/Discard โ Repeat forever.
High-scale LLM gateway, written in Rust. OpenTelemetry-based observability included
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
Container-free, deny-by-default sandbox for AI coding agents. Kernel-enforced filesystem, network, and syscall isolation for Linux and macOS
A command-line interface for MCP servers. curl for MCP.
MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We build reliable servers thoughtfully designed specifically for MCP Client-powered workflows.
Operating System for your personal AI Agents with Security-first approach. Multi-channel (WhatsApp, Telegram, Discord, Slack, iMessage), multi-provider (Claude, GPT, Gemini, Ollama), fully self-hosted
Open-source Agentic AI framework in Go for building, orchestrating, and deploying intelligent agents. LLM-agnostic, event-driven, with multi-agent workflows, MCP tool discovery, and production-grade o
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
565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset production. Controls Blender, Substance Suite, Maya, Houdini, and Unreal Engine 5. 50 specialized AI agents. One prompt in, ga
Your 24/7 personal assistant powered by Claude Code and OpenAI Codex. Multi-channel messaging, long-term memory, skills, task scheduling, session management, and more โ all running locally.
The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.
Kotlin Multiplatform library that generates JSON Schemas from your methods and classes both at compile-time via Kotlin Symbol Processing(KSP) and at runtime via reflection or kotlinx.serialization.
Agentic prompts are the most important code you're not engineering. PromptKit fixes that โ composable, version-controlled prompt components (personas, protocols, formats, templates) that snap together
OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPIโuse as library or standalone service.
Developer-focused Mapbox MCP Server
Model Context Protocol (MCP) server for Kubernetes and OpenShift
Playwright MCP server
LLM-driven debugger server โ give your AI agents step-through debugging superpowers
๐ฅ Pickle Rick for Claude Code โ autonomous PRD-driven coding loops + relentless code review. Ralph Loop toolkit.
Security scanner for MCP server configurations. Detects secrets, CVEs, permission issues, and exfiltration vectors across 10 AI tool clients.
Droid LLM Hunter is a tool to scan for vulnerabilities in Android applications using Large Language Models (LLMs).
Harness LLMs with Multi-Agent Programming
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
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 Agent Harness crafting around your project. From Desktop, CLI, editors, chatbots, APIs โ everywhere you work.
Autonomous Agents (LLMs) research papers. Updated Daily.
A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) โ open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
๐ฅ Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.
Open security scanner for AI supply chain: agents, MCP, containers, cloud, GPU, and runtime with blast-radius analysis.
Anti-detection browser server for AI agents โ REST API wrapping Camoufox engine with OpenClaw plugin support
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.
Make your OpenClaw agents better, cheaper, and faster.
Fileless C2 agent written in pure x64 Assembly for Linux. Features stealth ICMP tunneling, memory-only execution via memfd_create, and terminal-independent daemonization.
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)
All-in-one agent harness for Claude Code โ Boss meta-orchestrator, 200+ agents, 200+ skills, 87 rules, 3 MCP servers, 7 hooks. One plugin install.
All-in-one agent harness for OpenAI Codex CLI โ Boss meta-orchestrator, 400+ agents, 200+ skills, 3 MCP servers. Install once, get every specialist ready.
Observal is an AI agent registry with first in class observabilty and eval framework
Prompt Driven Development Command Line Interface
Agent-native TypeScript framework for building MCP servers. Build tools, not infrastructure.
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
๐ฐ PromptLayer - Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old completions.
Assorted useful tools, almost entirely generated using LLMs
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.
Zero trust LLM gateway. OpenAI-compatible proxy with semantic routing and load balancing across OpenAI, Anthropic, Ollama, vLLM, and any compatible backend. Identity-based access, virtual A
Next-Gen AI-Aware Git
Production-ready AI agent framework โ semantic memory, multi-agent mesh, MCP server, intelligent routing, governance, and 67+ platform integrations.
Handle LLM output variance for ruby_llm โ retry on malformed JSON or rule violations, escalate to a smarter model, measure variance on datasets, gate CI on regressions.
Playwright AI Agent POM MCP ServerPlaywright AI Agent using Page Object Model (POM) architecture with MCP Server integration for automated web and mobile testing
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
Zero-dependency Web Application Firewall in Go. Single binary. Three deployment modes. Tokenizer-based detection.
Production-grade TypeScript AI runtime focused on reliability, governance, and reproducible LLM systems. Multi-provider gateway, agents, RAG, workflows, policy engine, audit trails, and deterministic
One CLI. Every debugger. Give your AI agent eyes into runtime state instead of guessing from source code.
LLM proxy to observe and debug what your AI agents are doing.
Repo-local, per-git-branch, queryable knowledge base for LLM Agents.
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
Persistent, deterministic, and user-managed project memory for vibe coding.
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.
Official ServerlessClaw: The authoritative autonomous AI agent swarm for AWS. Zero idle cost, self-evolving, and infinite scale. Powered by OpenClaw.
Autonomous VAPT platform. Give it a target (FQDN, IP, CIDR) โ it hunts, it reports. Inspired by the Obsidian Order.
Lynx trace analysis AI agent
Continuous prompt optimization for AI applications. Collect feedback, auto-optimize with DSPy, deliver as reviewable PRs.
Full, scalable BPMN 2.0 engine
Neuron PHP Framework documentation
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
OpenGrok MCP Server is a native Model Context Protocol server that bridges your organization's OpenGrok search engine with AI assistants โ enabling instant, natural language search and deep repository
Multi-agent system for software development
Implement a Pytorch-like DL library in C++ from scratch, step by step
AI engineering framework with quality gates, persistent memory, and multi-platform support. Works inside Claude Code, Cursor, Copilot, Codex, and Gemini.
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.
The open, vendor-neutral protocol for governing the lifecycle of AI agent systems. Standardizes planning, coordination, execution, confirmation, and traceability across multi-agent runtimes and tools
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.
Agent-ready telemetry SDK โ enriches OpenTelemetry across Java, Go, Python, Node.js, and browser with structured context for AI-driven observability.
A Markdown-native task runtime for agentic workflows. (AI Generated)
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
an agentic stack for edge mcu, desktop, service, and app
Capture and analyze Claude Code sessions locally to track every tool call, decision, and reasoning step without external dependencies.
Deterministic governance engine for AI agents. Enforce rules defined in .md governance files across AI systems.
Open infrastructure/control plane for Unchained
Chronos is visual AI agent builder - tailored for self-hosted deployments and observability
Data transformation utilities for [AgentPrism](https://github.com/evilmartians/agent-prism) - converting OpenTelemetry and Langfuse traces to UI-ready formats for AI agent trace visualization.
TypeScript type definitions and semantic convention constants for [AgentPrism](https://github.com/evilmartians/agent-prism) - AI agent trace visualization library.
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.