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7 changes: 4 additions & 3 deletions README.md
Original file line number Diff line number Diff line change
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<p align="center">
<a href="https://awesome.re"><img src="https://awesome.re/badge.svg" alt="Awesome"></a>
<img src="https://img.shields.io/badge/tools-45-blue" alt="Tools">
<img src="https://img.shields.io/badge/tools-46-blue" alt="Tools">
<img src="https://img.shields.io/badge/AI%20scored-5%20dimensions-blueviolet" alt="AI Scored">
<a href="https://opensource.org/licenses/MIT"><img src="https://img.shields.io/badge/License-MIT-yellow.svg" alt="License: MIT"></a>
<a href="CONTRIBUTING.md"><img src="https://img.shields.io/badge/PRs-welcome-brightgreen.svg" alt="PRs Welcome"></a>
Expand Down Expand Up @@ -56,7 +56,7 @@ A single CLI tool bundles execution, protocol (MCP), and documentation (Skills)

## Inclusion Criteria

We scanned hundreds of CLI tools across npm, brew, and pip — **45** made the cut.
We scanned hundreds of CLI tools across npm, brew, and pip — **46** made the cut.

**A tool must meet at least 2 of these criteria:**

Expand Down Expand Up @@ -87,7 +87,7 @@ We scanned hundreds of CLI tools across npm, brew, and pip — **45** made the c
| [🎬 Media Processing](#-media-processing) | 3 | [💳 Payments](#-payments) | 1 |
| [🤖 AI / ML Tools](#-ai--ml-tools) | 8 | [🎵 Lifestyle](#-lifestyle) | 1 |
| [💻 Development](#-development) | 11 | [🔍 Data / Search](#-data--search) | 2 |
| [🧩 Agent Infrastructure](#-agent-infrastructure) | 6 | [🛒 E-commerce](#-e-commerce) | 1 |
| [🧩 Agent Infrastructure](#-agent-infrastructure) | 7 | [🛒 E-commerce](#-e-commerce) | 1 |

**[📊 Scoring](#-ai-compatibility-scoring)** · **[🔌 Cross-Platform](#-cross-platform-usage)** · **[🛡️ Security](#-security-notice)** · **[🌐 Ecosystem](#-ecosystem)** · **[🚀 Install Script](#-install-script)**

Expand Down Expand Up @@ -208,6 +208,7 @@ The AI Agent toolchain layer — MCP management, CLI orchestration, cross-platfo
| **[Smithery CLI](https://github.com/smithery-ai/cli)** | MCP + Skills registry management — search, install, publish | `npx @anthropic-ai/smithery` | ⭐⭐⭐⭐ | ✅ | ✅ |
| **[mcpx](https://github.com/lydakis/mcpx)** | Turn MCP servers into composable CLIs with pipes + JSON | `go install github.com/lydakis/mcpx@latest` | ⭐⭐⭐⭐ | ✅ | ❌ |
| **[AgentX](https://github.com/agentsdance/agentx)** | Unified MCP/Skills manager across Claude/Cursor/Gemini/Codex | `go install github.com/agentsdance/agentx@latest` | ⭐⭐⭐⭐ | ✅ | ✅ |
| **[agenttrace](https://github.com/luoyuctl/agenttrace)** | Local AI coding agent session observability CLI/TUI with cost, token, latency, failure, and health reports | `go install github.com/luoyuctl/agenttrace/cmd/agenttrace@latest` | ⭐⭐⭐⭐ | ❌ | ✅ |
| **[agent-browser](https://github.com/vercel-labs/agent-browser)** | Vercel's headless browser for AI Agents (25k stars), built in Rust | `npx agent-browser` | ⭐⭐⭐⭐ | ❌ | ❌ |

**[`^ back to top ^`](#table-of-contents)**
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7 changes: 4 additions & 3 deletions README_CN.md
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<p align="center">
<a href="https://awesome.re"><img src="https://awesome.re/badge.svg" alt="Awesome"></a>
<img src="https://img.shields.io/badge/tools-45-blue" alt="Tools">
<img src="https://img.shields.io/badge/tools-46-blue" alt="Tools">
<img src="https://img.shields.io/badge/AI%20scored-5%20dimensions-blueviolet" alt="AI Scored">
<a href="https://opensource.org/licenses/MIT"><img src="https://img.shields.io/badge/License-MIT-yellow.svg" alt="License: MIT"></a>
<a href="CONTRIBUTING.md"><img src="https://img.shields.io/badge/PRs-welcome-brightgreen.svg" alt="PRs Welcome"></a>
Expand Down Expand Up @@ -56,7 +56,7 @@

## 收录标准

我们扫描了 npm、brew、pip 上数百个 CLI 工具,最终收录 **45** 个符合 AI 友好标准的。
我们扫描了 npm、brew、pip 上数百个 CLI 工具,最终收录 **46** 个符合 AI 友好标准的。

**至少满足以下 2 条即可入选:**

Expand Down Expand Up @@ -87,7 +87,7 @@
| [🎬 多媒体处理](#-多媒体处理) | 3 | [💳 支付 / 金融](#-支付--金融) | 1 |
| [🤖 AI / ML 工具](#-ai--ml-工具) | 8 | [🎵 生活娱乐](#-生活娱乐) | 1 |
| [💻 开发运维](#-开发运维) | 11 | [🔍 数据 / 搜索](#-数据--搜索) | 2 |
| [🧩 Agent 基础设施](#-agent-基础设施) | 6 | [🛒 电商 / 零售](#-电商--零售) | 1 |
| [🧩 Agent 基础设施](#-agent-基础设施) | 7 | [🛒 电商 / 零售](#-电商--零售) | 1 |

**[📊 AI 兼容度评分](#-ai-兼容度评分)** · **[🔌 跨 AI 平台使用](#-跨-ai-平台使用)** · **[🛡️ 安全须知](#-安全须知)** · **[🌐 生态工具](#-生态工具)** · **[🚀 一键安装](#-一键安装脚本)**

Expand Down Expand Up @@ -208,6 +208,7 @@ AI Agent 的底层工具链——MCP 管理、CLI 编排、跨平台统一调度
| **[Smithery CLI](https://github.com/smithery-ai/cli)** | MCP + Skills 注册中心管理,搜索/安装/发布 | `npx @anthropic-ai/smithery` | ⭐⭐⭐⭐ | ✅ | ✅ |
| **[mcpx](https://github.com/lydakis/mcpx)** | 把 MCP 服务器变成可组合 CLI,管道 + JSON | `go install github.com/lydakis/mcpx@latest` | ⭐⭐⭐⭐ | ✅ | ❌ |
| **[AgentX](https://github.com/agentsdance/agentx)** | 跨 Agent 统一管理 MCP/Skills(Claude/Cursor/Gemini/Codex) | `go install github.com/agentsdance/agentx@latest` | ⭐⭐⭐⭐ | ✅ | ✅ |
| **[agenttrace](https://github.com/luoyuctl/agenttrace)** | 本地 AI Coding Agent 会话观测 CLI/TUI,输出成本、token、延迟、失败和健康度报告 | `go install github.com/luoyuctl/agenttrace/cmd/agenttrace@latest` | ⭐⭐⭐⭐ | ❌ | ✅ |
| **[agent-browser](https://github.com/vercel-labs/agent-browser)** | Vercel 出品 AI Agent 无头浏览器(25k stars),Rust 构建 | `npx agent-browser` | ⭐⭐⭐⭐ | ❌ | ❌ |

**[`^ 回到目录 ^`](#目录)**
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22 changes: 22 additions & 0 deletions cli-data/tools.json
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},
"tags": ["open-source", "cross-platform", "mcp", "skills"]
},
{
"name": "agenttrace",
"id": "agenttrace",
"category": "agent-infra",
"description": "本地 AI Coding Agent 会话观测 CLI/TUI,解析 Claude Code、Codex CLI、Gemini CLI、Aider、Cursor 等日志,输出成本、token、延迟、失败和健康度报告",
"install": "go install github.com/luoyuctl/agenttrace/cmd/agenttrace@latest",
"repo": "https://github.com/luoyuctl/agenttrace",
"website": "https://luoyuctl.github.io/agenttrace/",
"hasSkills": true,
"hasMCP": false,
"hasJSON": true,
"hasNonInteractive": true,
"hasDryRun": false,
"score": {
"aiDesign": 5,
"structuredOutput": 5,
"selfDiscovery": 4,
"preview": 3,
"contextSize": 4
},
"tags": ["open-source", "observability", "coding-agents", "tui"]
},
{
"name": "agent-browser",
"id": "agent-browser",
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