Autonomous iterative AI development MCP server with spec-driven worker/reviewer SHIP/REVISE loops.
Connect Runs on your machine
claude mcp add ralph-wiggum-loop -e RALPH_STATE_BASE=<RALPH_STATE_BASE> -e RALPH_RECIPE_DIR=<RALPH_RECIPE_DIR> -- https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.sh.mcpb
{
"mcpServers": {
"ralph-wiggum-loop": {
"command": "https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.sh.mcpb",
"args": [],
"env": {
"RALPH_STATE_BASE": "<RALPH_STATE_BASE>",
"RALPH_RECIPE_DIR": "<RALPH_RECIPE_DIR>"
}
}
}
}
{
"mcpServers": {
"ralph-wiggum-loop": {
"command": "https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.sh.mcpb",
"args": [],
"env": {
"RALPH_STATE_BASE": "<RALPH_STATE_BASE>",
"RALPH_RECIPE_DIR": "<RALPH_RECIPE_DIR>"
}
}
}
}
{
"servers": {
"ralph-wiggum-loop": {
"type": "stdio",
"command": "https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.sh.mcpb",
"args": [],
"env": {
"RALPH_STATE_BASE": "<RALPH_STATE_BASE>",
"RALPH_RECIPE_DIR": "<RALPH_RECIPE_DIR>"
}
}
}
}
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools
This server runs locally, so its tools are listed by your MCP client once it starts.
Environment variables
| Name | Description |
|---|---|
RALPH_STATE_BASEOptional | Directory path where active Ralph Loop state and iteration history are stored |
RALPH_RECIPE_DIROptional | Directory path containing workflow recipe JSON files |
Details
| Package | https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/[email protected] (MCPB, stdio) |
| Package | https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/[email protected] (MCPB, stdio) |
| First published | 23 Oct 2026 |
| Last updated | 23 Oct 2026 |
| Registry name | io.github.sheldonrobinson/ralph-wiggum-loop |
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