Ecosystem & Stack: opentelemetry
googleapis/genai-toolbox
An open-source MCP server connecting AI agents, IDEs, and applications to enterprise databases for data interaction, schema exploration, and code generation.
pydantic/pydantic-ai
A Python agent framework built by the Pydantic team to quickly and confidently develop production-grade Generative AI applications with a focus on type safety and observability.
tensorzero/tensorzero
An open-source LLMOps platform unifying LLM gateway, observability, evaluation, optimization, and experimentation for robust AI application development.
mlflow/mlflow
An open-source AI engineering platform for managing the complete lifecycle of AI applications, including agents, LLMs, and ML models, from debugging and evaluation to monitoring and optimization.
go-kratos/kratos
Your ultimate Go microservices framework for the cloud-native era, offering robust capabilities to build bulletproof applications.
agentscope-ai/agentscope
A production-ready, easy-to-use AI agent framework designed for building, running, and finetuning intelligent agents with transparent and trustworthy capabilities.
control-theory/gonzo
Gonzo is a Go-based terminal UI for real-time log analysis, offering interactive dashboards, AI-powered insights, and advanced filtering capabilities.
googleapis/mcp-toolbox
Connects AI agents, IDEs, and applications to enterprise databases via an open-source Model Context Protocol (MCP) server, offering prebuilt tools and a framework for custom, secure data interaction.
IBM/mcp-context-forge
A unified AI gateway and proxy for federating MCP, A2A, and REST/gRPC APIs, offering centralized discovery, governance, and observability for AI agents and tools.
langwatch/langwatch
A comprehensive platform for end-to-end testing, simulation, evaluation, and monitoring of LLM-powered agents.
inkeep/agents
A versatile platform for building and deploying AI agents and multi-agent workflows using a no-code visual builder or a TypeScript SDK, featuring full 2-way synchronization.
nextlevelbuilder/goclaw
GoClaw is a multi-tenant, secure, and scalable platform for deploying and orchestrating AI agent teams with native concurrency and extensive LLM provider support.
SigNoz/signoz
SigNoz is an open-source, OpenTelemetry-native observability platform that unifies logs, traces, and metrics to monitor applications and troubleshoot issues efficiently.
quickwit-oss/quickwit
Quickwit is a cloud-native, open-source search engine designed for high-performance observability data (logs, traces, metrics) with sub-second queries on cloud storage.
openobserve/openobserve
An open-source, cost-effective observability platform for logs, metrics, traces, and RUM, offering significant storage cost savings and high performance.
dora-rs/dora
DORA is a high-performance, 100% Rust framework for building real-time, low-latency, and distributed AI-based robotic applications using a dataflow-oriented architecture.