reddit · SideProject · 09-13 18:50 57 分 ← 返回列表

TUI apps that AI agents can actually use (Limoni + MCP)

Terminal apps and AI agents don't get along. An agent that wants to use a TUI has to scrape the character grid and click coordinates. It breaks when the layout moves by one column, and it has no idea which field is a password. I just shipped a different approach in Limoni, my terminal UI engine for Go. Limoni already builds a semantic tree every frame for screen readers: roles, labels, values, focus. Now that tree is available to AI agents through the Model Context Protocol:

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AI 分析

痛点：AI Agent 无法可靠操作 TUI/终端应用，只能靠字符网格和坐标点击，布局变化即失效且无法识别密码字段。

目标用户：构建 AI Agent、终端 TUI 应用、DevOps 自动化工具的 Go 开发者与平台团队。

证据：Terminal apps and AI agents don't get along. An agent that wants to use a TUI has to scrape the character grid and click coordinates. It breaks when the layout moves by one column, and it has no idea which field is a password.

变现：开源核心 + 企业版：托管 MCP 网关、审计与权限控制、CI 安全检查、商业支持；或按 Agent 自动化会话/团队席位订阅。

MVP：两周内做一个 MCP server + 轻量 SDK，支持 1-2 个流行 Go TUI 库（如 Bubble Tea/tview），暴露语义树、按 role/label 点击/输入、password 脱敏和 Unix socket 同用户校验，并给出 Claude/Cursor 接入 demo。

竞品：Playwright MCP、Browser Use、Anthropic Computer Use、tmux/expect automation、pexpect

摘要：Limoni 是一个 Go 终端 UI 引擎，新增 MCP 支持，让 AI Agent 通过语义树按 role/label 操作 TUI，并处理密码脱敏和本地安全。它击中 AI Agent 自动化 TUI 时只能抓字符网格、坐标点击且易碎的痛点，但帖子本身是开源发布，没有明确付费用户或收入数据。