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

Microsoft's Azure DevOps MCP server gives compatible AI clients access to organization projects, work items, repositories, pull requests, pipelines, test plans, and wikis through hosted or local server modes.

Microsoft Learn's hosted MCP server lets AI clients search Microsoft technical documentation, fetch full documentation articles, and search Microsoft/Azure code samples.

Cloudflare's managed documentation MCP server provides AI clients with up-to-date reference information about Cloudflare products. It is a documentation-focused endpoint, distinct from Cloudflare's API Code Mode server and other product-specific MCP servers.

Microsoft's Azure MCP Server lets AI clients inspect and manage Azure resources using Azure service tools and the caller's Azure identity and role permissions.

Cloudflare's hosted Browser Run server gives MCP clients browser access for fetching pages, converting them to Markdown and taking screenshots. Browser Run (formerly Browser Rendering) also offers a separate account-scoped CDP setup for full browser automation.

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

A Cloudflare-hosted product-specific MCP server for searching AI Gateway logs and retrieving details about prompts and responses.

DigitalOcean's official suite of separate remote MCP servers exposes product-specific management and documentation tools for its cloud infrastructure and AI platform.

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.

A Cloudflare-hosted MCP endpoint for inspecting and managing Workers Builds. Cloudflare's repository now marks this domain-specific server deprecated.

A hosted Cloudflare MCP server for Radar internet insights and URL Scanner actions. Cloudflare has deprecated this server and directs users to its unified Cloudflare API MCP.

Google-managed remote MCP server for listing BigQuery datasets and tables, retrieving metadata, and running SQL queries against data the authenticated Google Cloud identity can access.

Pulumi-hosted remote MCP server for inspecting Pulumi Cloud stacks and resources, checking policy violations, looking up Registry schemas, and optionally delegating tasks to Pulumi Neo.

Cloudflare’s hosted MCP server provisions short-lived per-user containers where an AI client can run code, manage files, and inspect or clone repositories.

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.

Google's hosted remote MCP server lets an AI client inspect and manage Compute Engine virtual machines, managed instance groups, disks, images, accelerators, reservations, commitments, and snapshots in a Google Cloud project.

Eyevinn OSC provides a hosted MCP server for deploying and managing 196+ open-source cloud services, custom applications, object storage, and tenant resources. Tool surface varies by category, mode, and account. The formerly published local package is deprecated.

AWS-managed remote MCP server that searches and retrieves AWS documentation and skills, runs Python in a sandbox, and can make AWS API calls using the connected AWS identity and IAM permissions.

A hosted service for rendering HTML/CSS, capturing public webpages, generating template images/PDFs, and managing HCTI templates and organization resources.

Stakpak's standalone local MCP server connects an AI client to Stakpak's API for infrastructure code generation. Official Stakpak docs describe generation and editing for Terraform, Kubernetes, GitHub Actions, and Dockerfile configurations.

Google Cloud managed MCP server for Agent Registry. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for AlloyDB for PostgreSQL. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for API keys. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for Apigee API hub. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for App Lifecycle Manager. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for Audit Manager. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for App Topology. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for App Optimize API. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for Backup and DR Service. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

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

Microsoft's Azure DevOps MCP server gives compatible AI clients access to organization projects, work items, repositories, pull requests, pipelines, test plans, and wikis through hosted or local server modes.

Microsoft Learn's hosted MCP server lets AI clients search Microsoft technical documentation, fetch full documentation articles, and search Microsoft/Azure code samples.

Cloudflare's managed documentation MCP server provides AI clients with up-to-date reference information about Cloudflare products. It is a documentation-focused endpoint, distinct from Cloudflare's API Code Mode server and other product-specific MCP servers.

Microsoft's Azure MCP Server lets AI clients inspect and manage Azure resources using Azure service tools and the caller's Azure identity and role permissions.

Cloudflare's hosted Browser Run server gives MCP clients browser access for fetching pages, converting them to Markdown and taking screenshots. Browser Run (formerly Browser Rendering) also offers a separate account-scoped CDP setup for full browser automation.

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

A Cloudflare-hosted product-specific MCP server for searching AI Gateway logs and retrieving details about prompts and responses.

DigitalOcean's official suite of separate remote MCP servers exposes product-specific management and documentation tools for its cloud infrastructure and AI platform.

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.

A Cloudflare-hosted MCP endpoint for inspecting and managing Workers Builds. Cloudflare's repository now marks this domain-specific server deprecated.

A hosted Cloudflare MCP server for Radar internet insights and URL Scanner actions. Cloudflare has deprecated this server and directs users to its unified Cloudflare API MCP.

Google-managed remote MCP server for listing BigQuery datasets and tables, retrieving metadata, and running SQL queries against data the authenticated Google Cloud identity can access.

Pulumi-hosted remote MCP server for inspecting Pulumi Cloud stacks and resources, checking policy violations, looking up Registry schemas, and optionally delegating tasks to Pulumi Neo.

Cloudflare’s hosted MCP server provisions short-lived per-user containers where an AI client can run code, manage files, and inspect or clone repositories.

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.

Google's hosted remote MCP server lets an AI client inspect and manage Compute Engine virtual machines, managed instance groups, disks, images, accelerators, reservations, commitments, and snapshots in a Google Cloud project.

Eyevinn OSC provides a hosted MCP server for deploying and managing 196+ open-source cloud services, custom applications, object storage, and tenant resources. Tool surface varies by category, mode, and account. The formerly published local package is deprecated.

AWS-managed remote MCP server that searches and retrieves AWS documentation and skills, runs Python in a sandbox, and can make AWS API calls using the connected AWS identity and IAM permissions.

A hosted service for rendering HTML/CSS, capturing public webpages, generating template images/PDFs, and managing HCTI templates and organization resources.

Stakpak's standalone local MCP server connects an AI client to Stakpak's API for infrastructure code generation. Official Stakpak docs describe generation and editing for Terraform, Kubernetes, GitHub Actions, and Dockerfile configurations.

Google Cloud managed MCP server for Agent Registry. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for AlloyDB for PostgreSQL. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for API keys. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for Apigee API hub. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for App Lifecycle Manager. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for Audit Manager. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for App Topology. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for App Optimize API. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for Backup and DR Service. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.