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Source channel @githubtrending · Post #15076 · Aug 19

#python#aws#mcp#mcp_client#mcp_clients#mcp_host#mcp_server#mcp_servers#mcp_tools#modelcontextprotocol AWS MCP Servers use the Model Context Protocol (MCP), an open standard that connects AI tools with AWS data and services in a simple, secure way. These servers improve AI responses by providing up-to-date AWS documentation, best practices, and workflow automation for cloud development, infrastructure, and operations. You can run MCP servers locally for development or use AWS-managed remote servers for easy access and scalability. MCP servers support many AWS services like Lambda, DynamoDB, EKS, and more, helping you build, manage, and optimize AWS resources efficiently with AI assistance. Installation is easy with one-click options for popular tools like VS Code and Cursor. This makes cloud development faster, more accurate, and cost-effective. https://github.com/awslabs/mcp

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@kejiqu · Post #3685 · 08/06/2025, 01:46 AM

新 AI 编程伙伴:Gemini CLI GitHub Actions 谷歌推出了 Gemini CLI GitHub Actions,这是一个免费的 AI 编程工具,用于 GitHub 代码库。 该工具可在代码库中执行安全扫描、测试,并提供补丁建议。 Gemini CLI GitHub Actions 旨在作为关键流程的自主代理,旨在提高开发效率。该工具不收取任何费用。The Keyword 🏷#Gemini#CLI#GitHub#Actions#AI#编程 📢频道👥群组📝投稿

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@githubtrending · Post #15481 · 02/09/2026, 11:30 AM

#go#actions#cai#ci#claude_code#codex#copilot#gh_extension#github_actions GitHub Agentic Workflows let you write simple markdown instructions in natural language to automate repo tasks like triaging issues, fixing CI failures, generating reports, and improving code—running safely as GitHub Actions with AI like Copilot or Claude. Strong guardrails ensure read-only access by default, sandboxed execution, and human-reviewed outputs via pull requests. This saves you time on repetitive work, boosts efficiency with adaptive AI decisions, and keeps everything secure without complex YAML coding. https://github.com/github/gh-aw

GitHub Trends

@githubtrending · Post #15174 · 09/27/2025, 01:00 PM

#typescript#actions#authentication#gcp#github_actions#google_cloud#google_cloud_platform#iam#identity#security You can securely connect GitHub Actions to Google Cloud using the Google GitHub Action called `auth`. It supports two main ways: the recommended Workload Identity Federation (WIF), which uses short-lived tokens and avoids long-lived service account keys, and the older Service Account Key JSON method. WIF improves security by creating a trust link between your GitHub workflow and Google Cloud without exposing permanent credentials. To use it, you set up a Workload Identity Pool and Provider in Google Cloud, then configure your GitHub workflow to authenticate with these. This lets your workflows access Google Cloud resources safely and easily, reducing risks and simplifying credential management. https://github.com/google-github-actions/auth