Sandbox
85 repos for β€œobservability”Clear

Skill pack for Claude Code that helps you monitor and troubleshoot your K8s clusters superintelligently

99
kubesphere/
kubesphere

The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ πŸ–₯ ☁️

17k

Watch a Claude Code or Codex session as a live flow graph, in your terminal or your browser.

816
Dynatrace/
dynatrace-for-ai

Skills, prompts, and instructions for building AI agents on top of Dynatrace production context

137
the-void-ia/
void-box
the-void-ia/void-boxFrameworks & SDKs

Composable agent runtime with enforced isolation boundaries

88
tigerless-labs/
cost-xray

See what Claude Code and Codex actually send to the API β€” and what each part costs.

1.5k
dash0hq/
agent-skills

OpenTelemetry skills and reference documentation for AI coding assistants - instrumentation patterns, telemetry quality guides, and Dash0 integration

89
vicarious11/
agenttop

htop for AI coding agents β€” monitor token usage, costs, and workflows across Claude Code, Cursor, Kiro, Codex, and Copilot

49

Tools for AI agents to test, fix and optimise your codebase

46
NVIDIA/
NeMo-Relay
NVIDIA/NeMo-RelayFrameworks & SDKs

Multi-language agent runtime and library for execution scope management, lifecycle events, and middleware on tool and LLM calls.

169

Artifact layer for agent-human representations. One API call, one SVG. Zero dependencies, renders in any markdown.

41

BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing workflows.

75

The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.

613
JordanGunn/
gdal-mcp

Model Context Protocol server that packages GDAL-style geospatial workflows through Python-native libraries (Rasterio, GeoPandas, PyProj, etc.) to give AI agents catalog discovery, metadata intelligence, and raster/vector processing with built-in reasoning guidance and reference resources.

80
wieslawsoltes/
Performance-Skill

Cross-platform .NET performance engineering skill for coding agents, covering CPU, memory, GC, benchmarking, concurrency, startup, native profiling, GPU rendering, and production diagnostics on macOS, Windows, and Linux.

35

Self-hosted control plane for AI agents: dispatch tasks, review runs, track spend, and operate OpenClaw, Claude Code, Codex, and other runtimes.

6.2k

Portable project memory across Claude Code, Codex and OpenCode, plus token accounting measured from harness transcripts. Local file I/O, no API calls, no telemetry.

2.3k
glauberlima/
claude-code-statusline

Supercharge your Claude Code CLI experience with a powerful statusline that displays key session metrics (Git state, context usage, model info and cost) at a glance β€” minimal setup, maximum insight.

49

Free, local tool to track AI coding token usage and cost across 37 tools and agents (Claude Code, Cursor, Codex, Gemini and more), by model, project, and task. npx codeburn

11k
maximhq/
bifrost
maximhq/bifrostConnectors

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 Β΅s overhead at 5k RPS.

8k

The missing DevTools for Claude Code β€” inspect session logs, tool calls, token usage, subagents, and context window in a visual UI. Free, open source.

3.9k
spring-ai-community/
spring-ai-playground

Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow β€” cross-platform desktop app powered by Spring AI.

137