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Add MCP server with debug tools and WebSocket bridge#24

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sebastianrath merged 4 commits intomainfrom
mcp-server
Feb 17, 2026
Merged

Add MCP server with debug tools and WebSocket bridge#24
sebastianrath merged 4 commits intomainfrom
mcp-server

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This PR adds a MCP server, that helps agentic AI agents to interactively debug graph executions.

  • Implements a WebSocket bridge that connects to a local actrun --local debug session
  • Exposes 12 debug tools (connect, run, step, step_into, step_out, resume, pause, set/remove breakpoint, inspect, logs, stop, disconnect) allowing AI agents to step through graph execution node by node

@sebastianrath sebastianrath merged commit c3331a1 into main Feb 17, 2026
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@sebastianrath sebastianrath deleted the mcp-server branch February 17, 2026 03:37
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