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Autonomous iterative AI development MCP 服务器 使用 spec-driven worker/reviewer SHIP/REVISE loops。
Ralph Wiggum Loop 是 ChatHome Skills 收录的 MCP 条目，来源为 Official MCP Registry，质量分 56/100。 作为 Model Context Protocol 服务器，它向 Claude、Cursor、Copilot 等兼容 MCP 的 LLM 客户端暴露可直接调用的工具，让 agent 的能力超出模型内置范围。 该条目由 ChatHome Skills 的每日抓取从官方 registry 和 GitHub 发现查询中收录，每次运行都会重新核验仓库事实、新鲜度信号和安装元数据。 质量分综合了官方 registry 收录情况、可用安装命令、许可证完整性、仓库活跃度和 GitHub star 趋势，完整算法说明见来源页。该条目暂无自动安装命令，请查阅仓库获取手动安装说明。 在将 Ralph Wiggum Loop 加入生产 agent 工作流前，请核对上方的最近更新日期和仓库状态——下方事实快照是最近一次抓取的时点值。
查看来源文档运行此命令前，请先核对上游源码。
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-10-23T02:15:25.599332Z",
"publishedAt": "2026-10-23T02:15:25.599332Z",
"statusChangedAt": "2026-10-23T02:15:25.599332Z"
}
},
"server": {
"name": "io.github.sheldonrobinson/ralph-wiggum-loop",
"title": "Ralph Wiggum Loop",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "1.1.0",
"packages": [
{
"version": "1.1.0",
"transport": {
"type": "stdio"
},
"fileSha256": "911e13cf69ec21d9dd0b2fdce2cb3b013828bbdc1a03b013ff48ec2b06758a7f",
"identifier": "https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.sh.mcpb",
"runtimeHint": "sh",
"registryType": "mcpb",
"packageArguments": [
{
"name": "--stdio",
"type": "named",
"description": "Run the POSIX sh MCP server over standard input/output (stdio)"
}
],
"environmentVariables": [
{
"name": "RALPH_STATE_BASE",
"description": "Directory path where active Ralph Loop state and iteration history are stored"
},
{
"name": "RALPH_RECIPE_DIR",
"description": "Directory path containing workflow recipe JSON files"
}
]
},
{
"version": "1.1.0",
"transport": {
"type": "stdio"
},
"fileSha256": "c244a278bea001a0a7f9f74e51a2a3274eb8835f2747574f8a357fe0d0615640",
"identifier": "https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.pwsh.mcpb",
"runtimeHint": "pwsh",
"registryType": "mcpb",
"packageArguments": [
{
"name": "-Stdio",
"type": "named",
"description": "Run the PowerShell MCP server over standard input/output (stdio)"
}
],
"environmentVariables": [
{
"name": "RALPH_STATE_BASE",
"description": "Directory path where active Ralph Loop state and iteration history are stored"
},
{
"name": "RALPH_RECIPE_DIR",
"description": "Directory path containing workflow recipe JSON files"
}
]
}
],
"repository": {
"url": "https://github.com/sheldonrobinson/ralph-wiggum-loop",
"source": "github"
},
"websiteUrl": "https://sheldonrobinson.github.io/ralph-wiggum-loop",
"description": "Autonomous iterative AI development MCP server with spec-driven worker/reviewer SHIP/REVISE loops."
}
}