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    • A
      license
      Not graded
      quality
      A
      maintenance
      Provides MCP servers that wrap common developer tools (git, npm, docker, etc.) returning structured JSON output, enabling AI agents to reliably interact with these tools without parsing fragile terminal text.
      1 npm
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    • A
      license
      Not graded
      quality
      B
      maintenance
      Provides a deterministic set of 40 cross-platform command tools as an MCP server, replacing unsafe raw shell calls with structured JSON inputs and outputs for file system, process, network, and git operations.
      6 npm
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    • F
      license
      Not graded
      quality
      C
      maintenance
      Turns any shell command into an MCP server by defining command-line tools in simple YAML files. Enables AI agents to execute system commands, security scanners, DevOps tools, and CLI utilities directly from chat interfaces.
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      -
    • A
      license
      Not graded
      quality
      C
      maintenance
      An MCP server that exposes a verified manifest of a repository's development commands, allowing AI coding agents to instantly learn the correct dev loop without trial-and-error.
      7 npm
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    • A
      license
      C
      quality
      C
      maintenance
      An MCP server that runs developer tooling commands (tests, linters, etc.) and returns compact, grouped error summaries to AI agents, reducing token usage and context window pollution. It supports multiple adapters for different tools and provides tools like run_check, diff_runs, and get_log_slice for iterative debugging.
      11
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