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Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

70,757 tools. Last updated 2026-02-08 10:14
  • Load essential steering documents (product.md, tech.md, structure.md) for project context in AI-assisted software development workflows. Use when steering context is not preloaded. Input requires the project root path.
    GPL 3.0
  • Retrieve the current Azure DevOps context from a specified directory path, enabling integration with multiple organizations and projects using the DevOps Enhanced MCP server.
    MIT
  • Load specification context documents (requirements, design, tasks) for an existing spec. Use when starting fresh, returning to work after a break, or during implementation. Avoid during active spec creation.
    GPL 3.0
  • Retrieve all available contexts like NATIVE_APP and WEBVIEW for mobile app automation testing with Appium.
    Apache 2.0
  • Switch between mobile app contexts like NATIVE_APP and WEBVIEW to enable cross-platform automation testing and interaction with different app components.
    Apache 2.0

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