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Bring Claude Code–style sub-agents to any MCP-compatible tool.
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This MCP server lets you define task-specific AI agents (like "test-writer" or "code-reviewer") in markdown files, and execute them via Cursor CLI or Claude Code CLI backends.
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This MCP server lets you define task-specific AI agents (like "test-writer" or "code-reviewer") in markdown files, and execute them via Cursor CLI, Claude Code CLI, or Gemini CLI backends.
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## Why?
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**Concrete benefits:**
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- Define reusable agents once, use them across multiple tools
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- Share agent definitions within teams regardless of IDE choice
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- Leverage Cursor CLI or Claude Code CLI capabilities from any MCP client
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- Leverage Cursor CLI, Claude Code CLI, or Gemini CLI capabilities from any MCP client
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→ [Read the full story](https://dev.to/shinpr/bringing-claude-codes-sub-agents-to-any-mcp-compatible-tool-1hb9)
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- One of these execution engines (they actually run the sub-agents):
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-`cursor-agent` CLI (from Cursor)
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-`claude` CLI (from Claude Code)
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-`gemini` CLI (from Gemini CLI)
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- An MCP-compatible tool (Cursor IDE, Claude Desktop, Windsurf, etc.)
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