Results for “observability”

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

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

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.

@googleapis✓ Official

gcloud MCP server

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

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

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

@mapbox✓ Official

Developer-focused Mapbox MCP Server

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

@microsoft✓ Official

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

@e2b-dev✓ Official

A list of MCP gateways

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

Model Context Protocol (MCP) server for Kubernetes and OpenShift

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

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

Published in CNCF Landscape: A MCP server for Kubernetes.

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

The Cloud-Native API Gateway and AI Gateway

@harness✓ Official

This is the official repo for the Harness MCP server

@awslabs✓ Official

Open source MCP Servers for AWS

@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.

Stream Brave Search (web & local) results via a Model Context Protocol (MCP) / Server-Sent Events (SSE) interface. Acts

Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravit

A universal MCP (Model Context Protocol) server to integrate any API with Claude Desktop using only Docker configuration

Run any dockerized MCP Server in a sandboxed container and connect to it remotely

Matrix Hub is a lightweight, production‑grade catalog and installer service for AI agents, tools, and MCP servers. It in

Production Kubernetes operator for deploying and validating MCP servers

MCP-compatible server that allows running arbitrary commands inside isolated sandboxes in Docker or Kubernetes

@pydantic✓ Official

Claude Code plugin that sends OpenTelemetry traces to Logfire.

NVIDIA GPU hardware introspection for Kubernetes clusters via MCP

Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 870+ GitLab actions (1,000+ Enterprise

@pydantic✓ Official

OpenTelemetry traces and metrics from Pydantic Logfire — official Pydantic

Manage incidents, services, and on-call schedules — official PagerDuty

@axiomhq✓ Official

Query and analyze logs, traces, and event data — official Axiom

Query traces across Jaeger, Tempo, and OTEL backends for AI-assisted debugging

Query Datadog incidents, monitors, logs, dashboards, and metrics

40+ tools for querying dashboards, alerts, datasources, and logs in Grafana