经 AI Skill Hub 精选评估,Tap自动化工具 获评「推荐使用」。这款MCP工具在功能完整性、社区活跃度和易用性方面表现出色,AI 评分 7.5 分,适合有一定技术背景的用户使用。
Tap自动化工具 是一款遵循 MCP(Model Context Protocol)标准协议的 AI 工具扩展。通过 MCP 协议,它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务,实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用,都可以通过自然语言在 AI 对话中直接触发,极大提升生产效率。
Tap自动化工具 是一款遵循 MCP(Model Context Protocol)标准协议的 AI 工具扩展。通过 MCP 协议,它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务,实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用,都可以通过自然语言在 AI 对话中直接触发,极大提升生产效率。
# 方式一:通过 Claude Code CLI 一键安装
claude skill install https://github.com/LeonTing1010/tap
# 方式二:手动配置 claude_desktop_config.json
{
"mcpServers": {
"tap-----": {
"command": "npx",
"args": ["-y", "tap"]
}
}
}
# 配置文件位置
# macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
# Windows: %APPDATA%/Claude/claude_desktop_config.json
# 安装后在 Claude 对话中直接使用 # 示例: 用户: 请帮我用 Tap自动化工具 执行以下任务... Claude: [自动调用 Tap自动化工具 MCP 工具处理请求] # 查看可用工具列表 # 在 Claude 中输入:"列出所有可用的 MCP 工具"
// claude_desktop_config.json 配置示例
{
"mcpServers": {
"tap_____": {
"command": "npx",
"args": ["-y", "tap"],
"env": {
// "API_KEY": "your-api-key-here"
}
}
}
}
// 保存后重启 Claude Desktop 生效
<p align="center"> <img src="extension/icons/icon.svg" width="120" height="120" alt="Taprun"> </p>
<p align="center"> <a href="https://taprun.dev/?utm_source=readme&utm_medium=docs&utm_campaign=homepage"><b>Homepage</b></a> | <a href="https://taprun.dev/blog/?utm_source=readme&utm_medium=docs&utm_campaign=blog"><b>Blog</b></a> | <a href="https://taprun.dev/taps/?utm_source=readme&utm_medium=docs&utm_campaign=skills-catalog"><b>70+ Skills</b></a> | <a href="README.zh-CN.md"><b>中文</b></a> </p>
<p align="center"> <a href="https://github.com/LeonTing1010/tap/actions/workflows/ci.yml"><img src="https://img.shields.io/github/actions/workflow/status/LeonTing1010/tap/ci.yml?style=flat-square&label=CI" alt="CI"></a> <a href="https://github.com/LeonTing1010/tap/releases/latest"><img src="https://img.shields.io/github/v/release/LeonTing1010/tap?style=flat-square" alt="Release"></a> <a href="https://github.com/LeonTing1010/tap/stargazers"><img src="https://img.shields.io/github/stars/LeonTing1010/tap?style=flat-square" alt="Stars"></a> <a href="LICENSE"><img src="https://img.shields.io/github/license/LeonTing1010/tap?style=flat-square" alt="License"></a> <a href="https://chromewebstore.google.com/detail/tap/llcidejeoobdegbkolbjhfoeckphldce"><img src="https://img.shields.io/chrome-web-store/v/llcidejeoobdegbkolbjhfoeckphldce?style=flat-square&label=Chrome%20Web%20Store" alt="Chrome Web Store"></a> </p>
<p align="center"> <img src="docs/assets/hero.svg" width="720" alt="Taprun: AI compiles a Hacker News tap once for $0.42, then replays forever at $0 per run"> </p>
---
Local-first browser automation. Compile once, run forever at zero LLM tokens.
Point Taprun at any site. Your AI agent inspects the page once and emits a deterministic .plan.json program. Replay it forever — same result every call, $0 in tokens. Cookies and login sessions stay in your real Chrome — by architecture, not policy. tap verify catches breakage before your data goes stale.
Works with Claude Code, Cursor, Cline, Windsurf, and any MCP host. 70+ pre-built taps, or forge your own from any URL.
Capture: AI inspects the site → compiles a .plan.json program (one-time cost)
Run: The program executes instantly, same result every time ($0, zero AI)
Verify: tap verify checks the snapshot equivalence predicate (catches drift)
Repair: re-run capture against the same site/name; the next (only when needed)
verify rebaselines after human review
Most taps work without login. For sites that need your session (Xiaohongshu, Zhihu, etc.), install the Chrome Extension from the Chrome Web Store.
Zero-install via npx (any machine with Node):
npx -y @taprun/cli --version
The first run downloads the matching platform binary (~30MB) and caches it. Subsequent calls are instant.
Permanent install via curl (macOS / Linux):
curl -fsSL https://taprun.dev/install.sh | sh
Or via Homebrew (macOS / Linux):
brew install LeonTing1010/tap/taprun
| Platform | Download |
|---|---|
| macOS (Apple Silicon) | [tap-macos-arm64](https://github.com/LeonTing1010/tap/releases/latest) |
| macOS (Intel) | [tap-macos-x64](https://github.com/LeonTing1010/tap/releases/latest) |
| Linux | [tap-linux-x64](https://github.com/LeonTing1010/tap/releases/latest) |
| Windows | [tap-windows-x64.exe](https://github.com/LeonTing1010/tap/releases/latest) |
Skip MCP — call the tap binary from your own loop:
tap hackernews/top --args '{}' # JSON-on-stdout, exit 0 on success
tap verify hackernews/top # 4-arm verdict (equivalent / drifted / first_snapshot / unreachable)
tap capture <url> hackernews/top --intent "front-page top stories"
The CLI emits ToolResult<T> envelopes as JSON — same shape the MCP surface returns — so any language with a subprocess library can drive it. See tap --help for the full verb list.
| Taprun | AI Browser Agents | Traditional Scrapers | |
|---|---|---|---|
| **AI cost per run** | $0 (compile once) | Tokens every run | Free |
| **Accuracy** | Deterministic | Varies per run | Deterministic |
| **Silent failure detection** | Per-tap CEL snapshot_equivalent predicate + 4-arm verdict | None | None |
| **Breakage diagnostics** | tap verify — exact diff of what changed | None | Manual spot checks |
| **Detection risk** | Low (real browser sessions) | High | High |
| **Runtimes** | 2 (Chrome extension + Playwright) | 1 | 1 |
| **Code inspectable** | .plan.json — bare JSON, 11-op closed vocabulary, git diff | Black box / ephemeral | Fragile scripts |
| **MCP native** | Yes (authoring layer only — execution is zero tokens) | No | No |
高质量的MCP自动化工具
AI Skill Hub 为第三方内容聚合平台,本页面信息基于公开数据整理,不对工具功能和质量作任何法律背书。
建议在沙箱或测试环境中充分验证后,再部署至生产环境,并做好必要的安全评估。
✅ MIT 协议 — 最宽松的开源协议之一,可自由商用、修改、分发,仅需保留版权声明。
AI Skill Hub 点评:Tap自动化工具 的核心功能完整,质量良好。对于Claude Desktop / Claude Code 用户来说,这是一个值得纳入个人工具库的选择。建议先在非生产环境试用,再逐步推广。
| 原始名称 | tap |
| 原始描述 | 开源MCP工具:Local-first browser automation MCP for Claude Code / Cursor. taprun compiles onc。⭐7 · TypeScript |
| Topics | automationbrowser-automationtypescript |
| GitHub | https://github.com/LeonTing1010/tap |
| License | MIT |
| 语言 | TypeScript |
收录时间:2026-05-30 · 更新时间:2026-05-31 · License:MIT · AI Skill Hub 不对第三方内容的准确性作法律背书。
选择 Agent 类型,复制安装指令后粘贴到对应客户端