Analyze Azure and GCP cloud costs, forecasts, anomalies, budgets, waste, tags, and cross-account spending through MCP.
Key Features: Cost breakdowns with totals, percentages, and daily averages Daily spending anomaly detection Cost forecasts based on the previous 30 days Connects coding agents to running Next.js 16+ dev servers for runtime errors, routes, logs, docs, and browser automation guidance.
Key Features: Discovers running Next.js development servers Proxies runtime errors, routes, logs, and metadata Resolves Server Action IDs to source files MCP server providing Docker Hub API access for searching and managing repositories and images.
Key Features: Search repositories with advanced filters (architecture, OS, badges, categories) List namespaces and repositories under namespaces Get repository metadata and check repository/tag existence Manage Redis Cloud accounts, subscriptions, databases, plans, regions, and tasks through MCP tools.
Key Features: Account and payment method lookup Pro and Essential subscription management Cloud region and plan discovery Manage Docker containers, images, networks, and volumes through MCP tools, prompts, and resource templates.
Key Features: Natural-language container composition prompt Container lifecycle management Image build, pull, push, and removal Manage Docker containers, compose stacks, logs, and status through MCP tools.
Key Features: Create standalone containers Deploy Docker Compose stacks MCP server for inspecting, analyzing, and triggering ZenML MLOps and LLMOps pipeline resources.
Key Features: Query ZenML projects, tags, builds, artifacts, models, and services List and inspect pipeline runs, snapshots, and deployments Trigger pipeline runs using snapshots Local FinOps MCP server that analyzes cloud and AI bills, finds waste, and proposes fixes via pull requests.
Key Features: Read-only local scanning of cloud and AI billing APIs Supports AWS, Azure, GCP, Kubernetes, and 15+ SaaS/AI providers Cost waste detection with dollar impact estimates MCP server for live AWS, GCP, and Azure pricing, including public rates and account-specific commitment discounts.
Key Features: Live AWS, GCP, and Azure pricing Cross-cloud bill-of-materials comparison Multi-region concurrent pricing queries Manage, diagnose, secure, and deploy Kubernetes resources through MCP-compatible AI assistants and natural-language requests.
Key Features: Natural-language Kubernetes operations over MCP 253 documented tools, eight prompts, and eight data resources Pod, event, log, resource, and network diagnostics MCP server for governed VMware vCenter and ESXi VM lifecycle, deployment, investigation, and cluster operations.
Key Features: VM lifecycle and deployment operations Guest operations, snapshots, and migrations Read-only VMware vSphere/vCenter monitoring with 31 safe tools for inventory, alarms, events, host health, VM info, and snapshots.
Key Features: 31 read-only monitoring tools with zero destructive code paths Aggregated, correlated reports for clusters, hosts, VMs, and datastores Self-contained offline HTML snapshot generation with drill-down details