# Tap

> Use this tool when you need to automate browser interactions, scrape web data, or orchestrate agent workflows with deterministic programs. Tap solves problems of repetitive interface operations and high AI costs by forging reusable programs that can be replayed by any agent. It accepts interface operations as input and generates deterministic programs as output, ideal for use cases where efficiency and scalability are crucial.

Canonical page: https://skillsregistry.net/skills/leonting1010-tap-mcp  
JSON: https://api.skillsregistry.net/v1/skills/leonting1010-tap-mcp

## Description

Turn interface operations into deterministic programs. AI forges taps once, then any agent replays them forever at zero AI cost. 31 tools for browser automation, web scraping, and agent orchestration. 200+ community skills included.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-05-11

## Source

- **Source listing:** [Smithery](https://smithery.ai/server/LeonTing1010/tap-mcp)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "leonting1010-tap-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/leonting1010-tap-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/leonting1010-tap-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt