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Web grounding for local & cloud LLMs: search, fetch, token-capped evidence packs, and research.
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Azure MCP Server: GA and Built Into Visual Studio 2026
Visual Studio 2026 ships with the Azure MCP Server built in, giving Claude and other MCP clients direct access to AKS, Container Apps, Cosmos DB, Microsoft Foundry, and dozens more Azure services. This guide covers setup, real usage examples, and how it stacks up against AWS and Google Cloud's own MCP options.
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AWS MCP Server: Manage Cloud Resources from Claude
AWS Labs maintains a suite of official MCP servers covering Bedrock, CDK, Lambda, S3, and more. This guide explains which server to choose for your use case, how to scope IAM permissions safely, and what Claude can actually do once connected to your AWS account.
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Terraform MCP Server: Infrastructure as Code Meets AI
The Terraform MCP server is now generally available from HashiCorp and gives Claude direct access to the Terraform Registry, HCP Terraform workspaces, and private module registries. MCPFind indexes 277 cloud MCP servers. Here is how Terraform's official option fits in and how to configure it.
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