Observability (2026)
Observability tools for monitoring, logging, tracing, and evaluating AI systems and LLM applications in production.
112 tools
| Name | Tagline | Category | Stars | License | Updated |
|---|
Observability tools for monitoring, logging, tracing, and evaluating AI systems and LLM applications in production.
112 tools
| Name | Tagline | Category | Stars | License | Updated |
|---|
| GitHub MCP ServerMost PopularTrending··· | GitHub's official MCP Server. Allows AI agents to interact directly with your GitHub repositories (read files, search code, issues). | Observability | ★ 30.3k | MIT | 2026-05-29 |
| genai-toolboxMost PopularTrending | MCP Toolbox for Databases is an open source MCP server for databases. | Observability | ★ 15.4k | Apache-2.0 | 2026-05-29 |
| conductorMost PopularTrending··· | Conductor is an event driven orchestration platform providing durable and highly resilient execution engine for your applications | Observability | ★ 31.9k | THE | 2026-05-29 |
| trigger.devMost PopularTrending··· | Trigger.dev – build and deploy fully‑managed AI agents and workflows | Observability | ★ 15.1k | Apache-2.0 | 2026-05-29 |
| OpenMetadataTrendingEssential | OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team collaboration. | Observability | ★ 14.1k | Apache-2.0 | 2026-05-29 |
| conductorMost PopularTrending··· | Conductor is a microservices orchestration engine. | Observability | ★ 12.8k | Apache-2.0 | 2023-12-22 |
| bifrostTrendingEssential | Fastest LLM gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS. | Observability | ★ 5.3k | Apache-2.0 | 2026-05-29 |
| agent-frameworkTrendingEssential | A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET. | Observability | ★ 10.9k | MIT | 2026-05-29 |
| kubefwdTrendingEssential | Bulk port forwarding Kubernetes services for local development. | Observability | ★ 4.1k | Apache-2.0 | 2026-05-29 |
| mcp-context-forgeTrendingEssential | A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP). | Observability | ★ 3.8k | Apache-2.0 | 2026-05-29 |
| BubbleLabTrendingEssential | Open source workflow automation platform built for developers - full observability and code exportability! | Observability | ★ 1.1k | APACHE | 2026-04-30 |
| cadenceTrendingEssential | Cadence is a distributed, scalable, durable, and highly available orchestration engine to execute asynchronous long-running business logic in a scalable and resilient way. | Observability | ★ 9.3k | APACHE | 2026-05-29 |
| mcp-agentTrendingEssential | Build effective agents using Model Context Protocol and simple workflow patterns | Observability | ★ 8.3k | Apache-2.0 | 2026-01-25 |
| ViperTrendingEssential | Adversary simulation and Red teaming platform with AI | Observability | ★ 5.1k | — | 2026-03-31 |
| Claude-Code-WorkflowTrendingEssential | JSON-driven multi-agent development framework with intelligent CLI orchestration (Gemini/Qwen/Codex), context-first architecture, and automated workflow execution | Observability | ★ 2.1k | MIT | 2026-05-14 |
| code-modeTrendingEssential | 🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution. | Observability | ★ 1.5k | MPL-2.0 | 2026-05-03 |
| nerveTrending | The Simple Agent Development Kit. | Observability | ★ 1.3k | GPL3 | 2025-08-23 |
| golfEssentialTrending | Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents | Observability | ★ 829 | Apache-2.0 | 2026-05-08 |
| archestraTrendingEssential | Secure gateway for MCP, A2A, LLM; MCP registry & orchestrator | Observability | ★ 3.8k | — | 2026-05-29 |
| AgentBenchTrendingEssential | A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24) | Observability | ★ 3.5k | Apache-2.0 | 2026-02-08 |
