# Deploy and troubleshoot cloud apps
> Compare MCP servers for cloud deployments and troubleshooting. See which can inspect deployments, change configuration, or run deployment actions, plus required account access.
Canonical: https://www.mcpfolio.com/collections/cloud-deploy-troubleshooting
Last updated: 2026-10-18
[Vercel MCP](https://www.mcpfolio.com/servers/vercel) — Project diagnostics

Vercel official hosted MCP connects AI clients to Vercel documentation, projects, deployments, logs, and Web Analytics. Available operations depend on the client, OAuth grant, and team or project permissions.

[Railway MCP](https://www.mcpfolio.com/servers/railway) — Application deployment

Connects AI coding clients to Railway projects and hosted infrastructure through Railway's MCP server. The Railway CLI proxy, direct OAuth connection, and in-process local server are distinct connection modes with different tool sets.

[Gemini Cloud Assist MCP](https://www.mcpfolio.com/servers/gemini-cloud-assist) — Cloud troubleshooting

Google Cloud's agentic MCP service provides assistance for cloud troubleshooting, infrastructure design, cost optimization, and selected cloud operations.

[Cloudflare Workers Bindings MCP](https://www.mcpfolio.com/servers/cloudflare-workers-bindings) — Worker integrations

A focused Cloudflare-hosted MCP server for building Workers applications with Cloudflare storage, AI and compute bindings.

[Cloudflare Workers Observability MCP](https://www.mcpfolio.com/servers/cloudflare-observability) — Logs & analytics

Legacy Cloudflare Workers Observability MCP queried Worker telemetry, discovered available data keys, and explored values. Cloudflare marks this dedicated server deprecated and directs users to the Cloudflare API MCP at https://mcp.cloudflare.com/mcp.


## Related

- [All collections](https://www.mcpfolio.com/collections)