# ma-browser

> Use this tool when you need to interact with websites that require login credentials or have complex JavaScript rendering, as it allows AI agents to access any website using your real browser as an API, eliminating the need for keys or scrapers. It solves problems related to web scraping, automation, and integration with websites that have restrictive access controls. By providing a browser-based API, ma-browser enables AI agents to input commands and receive outputs in the form of rendered web pages or extracted data.

Canonical page: https://skillsregistry.net/skills/zzhan111-multi-agents-browser  
JSON: https://api.skillsregistry.net/v1/skills/zzhan111-multi-agents-browser

## Description

MCP server that lets AI agents use your real browser as an API, accessing any website with your login state, no keys or scrapers needed.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-06-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/l97wcf0zqz)
- **Repository:** <https://github.com/zzhan111/multi-agents-browser>

## 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": "zzhan111-multi-agents-browser"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/zzhan111-multi-agents-browser` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/zzhan111-multi-agents-browser/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