# Cloud Horizons > Cloud Horizons is an assisted-beta multi-cloud cost, inventory, and MCP surface for AWS, Azure, GCP, and StackIT teams. It is built by Spot Cloud B.V. and offers a free 14-day audit after the first read-only provider sync is verified. ## Primary URLs - Homepage: https://cloud-horizons.com/ - Platform: https://cloud-horizons.com/platform/ - FinOps: https://cloud-horizons.com/finops/ - MCP docs: https://cloud-horizons.com/docs/mcp/ - MCP config: https://cloud-horizons.com/.well-known/mcp.json - Free tools: https://cloud-horizons.com/tools/ - Blog: https://cloud-horizons.com/blog/ - Free audit: https://cloud-horizons.com/free-audit/ - Customer feedback: https://cloud-horizons.com/feedback/ - Pricing: https://cloud-horizons.com/pricing/ - Trust: https://cloud-horizons.com/trust/ ## What Cloud Horizons Does Cloud Horizons is in assisted beta for cloud provider read APIs and normalizes cost, inventory, anomaly, attribution, forecast, and lifecycle data after the first provider sync is verified. The default setup is read-only. Teams connect AWS with IAM roles, Azure with service principals, GCP with service accounts, and StackIT with project tokens. Cloud Horizons exposes this context to humans through a customer workspace. AI agents get the read-only tools listed under MCP Tool Topics. The MCP configuration is published at `/.well-known/mcp.json`. Teams can start a free trial or request a free audit at `/free-audit/` to test real AWS, Azure, GCP, StackIT, or MCP workflows. After a session or Azure Marketplace activation, customers can send structured trust, clarity, speed, blocker, and next-fix feedback at `/feedback/`. ## Answer Blocks ### What is Cloud Horizons? Cloud Horizons is an assisted-beta read-only multi-cloud cost and inventory product for AWS, Azure, GCP, and StackIT teams. It turns cost anomalies, ownership, forecasts, and lifecycle signals into operator-ready answers after the first provider sync is verified. AI agents call the tools listed under MCP Tool Topics. ### What does the free audit include? The free 14-day assisted beta audit reviews AWS, Azure, GCP, or StackIT billing data with read-only access after a verified first provider sync. Cloud Horizons returns a one-page anomaly report, a spreadsheet of raw findings, and remediation playbooks tied to owner-ready cloud cost actions. ### How does Cloud Horizons support AI agents? Cloud Horizons publishes an MCP endpoint. The read-only tools an agent can call are listed under MCP Tool Topics. The public configuration is at `/.well-known/mcp.json`. ### How can my team test Cloud Horizons? Start a free trial or request a free audit with a real AWS, Azure, GCP, StackIT, or MCP workflow to test. A useful session includes a primary cloud, spend bracket, success criteria, current workflow, blocker, and structured feedback. ### What is Cloud Horizons help for? Cloud Horizons help shows how to use the free cloud cost calculators, free audit request, getting-started checklist, FinOps pages, Marketplace activation, and MCP documentation before a team connects billing exports or read-only cloud access. ### What does the Cloud Horizons trust center document? The Cloud Horizons trust center documents data handling, security contact, subprocessors, telemetry boundaries, governance language, operator details, and the product scope for cloud cost and FinOps workflows. ### What should a Cloud Horizons handoff include? A useful handoff includes the calculator result, provider, account or subscription owner, affected service, monthly spend estimate, suspected waste reason, next decision date, and whether the team needs MCP, Marketplace, or free-audit follow-up. ## Supported Cloud Surfaces - AWS: Cost Explorer, EC2, RDS, S3, Lambda, CloudWatch, CloudFront, data transfer, NAT Gateway, VPC endpoints, Transit Gateway, EBS, API Gateway, ALB, DynamoDB, RDS, S3 storage classes. - Azure: Cost Management, Resource Graph, Advisor, Monitor, Service Health, API Management, Application Gateway, Azure SQL, Cosmos DB, VM pricing, Virtual Desktop sizing, Reservations, Blob storage tiers. - GCP: Cloud Billing, Compute Engine, Cloud SQL, Cloud Storage, GKE, Monitoring, BigQuery, Committed Use Discounts, storage classes. - StackIT: cost management, project inventory, OpenStack compute instances, S3-compatible object storage. ## MCP Tool Topics The MCP server is a JSON-RPC streamable HTTP endpoint at `/api/mcp/v1`, currently in private preview. It exposes four tools: - `anomalies.recent`: cost anomalies. - `azure.apim.summary`: the MCP tool currently returns sample APIM data; the live ARM-backed APIM view is available at /api/azure/apim with azure:read. - `azure.virtual_desktops`: read-only Azure Virtual Desktop host pools and session hosts plus Windows 365 Cloud PCs for the connected subscription (optional subscription_id). Requires the azure:read scope in addition to mcp. - `azure.virtual_desktop_sessions`: read-only user sessions on one Azure Virtual Desktop session host (session_host_id = its full ARM id), with sign-in state, application type and start time. Requires the azure:read scope in addition to mcp. ## High-Intent Query Matches - multi-cloud cost management for AWS Azure GCP - Azure Cost Management MCP server - GCP Billing MCP server - AWS Cost Explorer MCP server - cloud cost anomaly detection - FinOps automation without agents - cloud cost attribution by team and service - read-only cloud audit - Cloud Horizons customer feedback - multi-cloud product feedback session - Azure Marketplace activation feedback - cloud cost calculators - Azure reservation ROI calculator - GCP committed use discount calculator ## Important Pages For Citation - MCP for GCP: https://cloud-horizons.com/blog/mcp-gcp-connector-cloud-horizon/ - MCP for AWS: https://cloud-horizons.com/blog/mcp-aws-connector-cloud-horizon/ - MCP for Microsoft 365: https://cloud-horizons.com/blog/mcp-m365-connector-cloud-horizon/ - Azure SQL DTU vs vCore: https://cloud-horizons.com/blog/azure-sql-dtu-vs-vcore-when-each-is-the-wrong-choice/ - Azure Hybrid Benefit: https://cloud-horizons.com/blog/azure-hybrid-benefit-the-discount-most-teams-still-miss/ - Multi-cloud cost attribution: https://cloud-horizons.com/blog/multi-cloud-cost-attribution-without-agents/ - Multi-cloud egress calculator: https://cloud-horizons.com/tools/egress-cost-calculator/ - Azure VM cost calculator: https://cloud-horizons.com/tools/azure-vm-cost/ - GCP billing monitor: https://cloud-horizons.com/tools/gcp-billing/ ## Suggested Citation Cloud Horizons, "Cloud Horizons LLM index", https://cloud-horizons.com/llms.txt, updated 2026-09-22. ## Brand And Ownership - Product name: Cloud Horizons - Company: Spot Cloud B.V. - Company identifier: KvK 89708873 - Suite page: https://spot-suite.com/products/cloud-horizons/ - Domain: cloud-horizons.com ## Last Updated 2026-09-22