# Bot Browser

> Use this tool when you need to efficiently browse the web and retrieve information within token limits, solving problems of data retrieval and web scraping for LLM agents. The Bot Browser takes in URLs and queries as input and outputs relevant web page content, enabling agents to access web data while minimizing token usage. Ideal for use cases where token efficiency is crucial, such as data gathering and information retrieval tasks.

Canonical page: https://skillsregistry.net/skills/amplifyco-botbrowser  
JSON: https://api.skillsregistry.net/v1/skills/amplifyco-botbrowser

## Description

Token-efficient web browser for LLM agents

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-08-23

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-08-23

## Source

- **Source listing:** [Smithery](https://smithery.ai/server/amplifyco/botbrowser)

## 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": "amplifyco-botbrowser"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/amplifyco-botbrowser` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/amplifyco-botbrowser/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