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loom-mcp

AI 编程的肌肉记忆 —— 一个持续学习的代码组装 MCP server。

把你写过的代码自动收录为可复用组件,下次碰到类似需求,AI 直接从你自己的组件库里挑着用,越用越强。

安装

需要 uv。在 Claude Code / Cursor 等 MCP agent 里配:

// .mcp.json
{ "mcpServers": { "loom": { "command": "uvx", "args": ["loom-mcp"] } } }

或:claude mcp add loom -- uvx loom-mcp

首次运行自动在 ~/.loom/ 初始化个人组件库(内置种子候选)。

工具

  • loom_propose(idea_json) — 对想法返回每个能力 seam 的 2-3 个候选 + 架构取舍
  • loom_plan_from_choices(idea_json, choices_json) — 选择 → 装配计划
  • loom_get_files(plan_json) — 物化成完整 create-t3-app 项目文件
  • loom_ingest(paths, seam_hint?, description?) — 收录你写的代码进组件库

工作流

说想法 → propose 给候选梯度(agent 帮你挑,不确定才问)→ get_files 返回完整项目 → 写盘 + pnpm install + 填 .env + pnpm dev。写完新代码 loom_ingest 收录,越用越强。

全程本地、零网络、零 key(检索/物化不调 LLM)。信任飞轮:常用的候选浮顶,久不用的沉底。

详见 项目主页。

许可

MIT

Metadata

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