Results for “observability”

Multi-layer AI agent system for intelligent infrastructure management. Features AI Terraform code editor with BYOK (Brin

SLO design, alert optimization, dashboard generation for production systems

A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge be

@modelcontextprotocol✓ Official

The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI

Open-source cross-agent memory layer for coding agents via MCP. Compatible with Cursor, Claude Code, Codex, Windsurf, Ge

Simple, modular, and observable Go framework for backend applications.

A curated list of awesome MCP servers focused on DevOps tools and capabilities.

@googleapis✓ Official

gcloud MCP server

Docker production management CLI + MCP server for Claude Code

Local, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. Capture, compile, recall over

Multi agens orchestration setup for Github Copilot, Cursor, Claude Code, OpenCode, Windsurf, Codex and Antigravity.

@modelcontextprotocol✓ Official

The official Ruby SDK for the Model Context Protocol.

@mapbox✓ Official

Developer-focused Mapbox MCP Server

Production-grade MCP server and CLI tool for Shopify Admin GraphQL API — 49+ tools, YAML-extensible, dual auth, dual tra

The most comprehensive toolkit for Claude Code -- 135 agents, 35 curated skills, 42 commands, 176+ plugins, 20 hooks, 15

A Claude Code skill for comprehensive Bitbucket DevOps automation - manage pipelines, repositories, pull requests, and C

@microsoft✓ Official

An open-source Digital Worker platform for reliable execution and continuous co-evolution.

AI powered automation toolkit which acts as an agent that discovers MCP servers for you. Point it at GitHub/npm/configur

SRE Agent - CNCF Sandbox Project

@microsoft✓ Official

Give a device-local AI agent its own Microsoft Entra identity. Reference implementation for Microsoft Agent 365 and Entr

Remote-control Unity Editor from any AI IDE — 62 tools including AI-powered profiling & light probes. File-based IPC, ze

An ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from Slack, Telegram, L

Model Context Protocol (MCP) server for Kubernetes and OpenShift

@e2b-dev✓ Official

A list of MCP gateways

@microsoft✓ Official

Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents

@harness✓ Official

This is the official repo for the Harness MCP server

The Cloud-Native API Gateway and AI Gateway

Published in CNCF Landscape: A MCP server for Kubernetes.

Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Instances, Github Codespaces, Google Cloud S

Diagnose and Fix CUDA / GPU environments compatibility issues locally, in Docker, and CI/CD. CLI + MCP server available.

A Node.js package and GitHub Action for evaluating MCP (Model Context Protocol) tool implementations using LLM-based sco

@anthropics✓ Official

This repo contains detailed implementation information about Anthropic's paired prompts approach for evaluating politica

@awslabs✓ Official

Open source MCP Servers for AWS

@modelcontextprotocol✓ Official

The official Swift SDK for Model Context Protocol servers and clients.

A universal git-native AI agent framework. Your agent lives inside a git repo — identity, rules, memory, tools, and skil

A Discord bot that brings Claude Code to your channels so you can chat, run shell/git, and manage branches. Access from

AI API identity gateway — reverse proxy that normalizes device fingerprints and telemetry for privacy-preserving API pro

Comprehensive toolkit for AI-assisted development: Claude Code permissions (400+ tools), Git workflows, and automation h

A delegation environment for orchestrating AI coding agents. Manage Claude, Gemini, and Codex sessions across git work

A High-Availability, Transparent, and Smart Multi-Vendor Proxy for Claude Code. Support Claude Plans, GitHub Copilot, Go

Open-source autonomous multi-agent AI platform. Dockerized agents driven by Claude or Codex, orchestrated with Temporal

@axiomhq✓ Official

Axiom MCP Server

The most feature-complete MCP server for Obsidian vaults — 23 tools + 3 resources for search, read, write, tags, link an

Universal MCP gateway for AI agents — 618 tools, 191 providers. Bloomberg FIGI, SEC XBRL, npm, PyPI, climate, US Census,

A Git MCP server for AI agents. STDIO & Streamable HTTP.