Ainative Browser MCP server

by AINative-Studio·io.github.AINative-Studio/ainative-browser-mcp·v1.1.2

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AI-powered browser automation MCP — 6 tools for web interaction, extraction, and validation.

A94/100grade A

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Safety scan

A94/100

full report

Adoption

Growing

0 stars80 downloads/wk

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Ainative Browser tools (8, 1 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

browser_act
Perform an action on a web page using AI-powered browser automation. Use when you need to click, type, navigate, or otherwise interact with a page. (50 credits)
browser_batch_extract
Extract structured data from up to 10 URLs in a single call and store rows in a ZeroDB table. Use when you need to scrape multiple pages at once. (75 credits per URL)
browser_enrich_memory
Extract content from a web page and store it in agent memory (ZeroDB). Use when you want an agent to "remember" information from a URL for future recall. (100 credits)
browser_enrich_memory_async
Queue an async browser memory enrichment task. Returns a task_id immediately — the browser visits the URL and stores content in ZeroMemory in the background. (100 credits)
browser_extract
Extract structured data from a web page. Use when you need to scrape, parse, or retrieve specific information from a URL. Returns data in structured JSON format. (75 credits)
browser_extract_to_table
Extract structured data from a web page and store it directly in a ZeroDB NoSQL table. Use when you need to scrape data and persist it for later querying or analysis. (100 credits)
browser_taskwrite action
Run a multi-step browser automation task. Use when you need to perform a complex, multi-step workflow on a web page (e.g. login and fill out a form). More capable than browser_act for complex flows. (200 credits)
browser_validate
Validate content or state on a web page. Use when you need to assert that specific content exists, a form was submitted, or a page reached an expected state. (25 credits)

Public scan report

scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it

no findings

Code scan4 source files scanned25/25
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitylocal package, no credentials required12/15
Maintenancelast push 22 days ago15/15
Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10

Overall 94/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

What the publisher says

From the Ainative Browser repository's README, as published. We do not edit it. Read it on GitHub

@ainative/browser-mcp

AINative Browser Agent MCP Server. Gives AI agents browser automation capabilities — act on pages, extract structured data, validate content, run multi-step tasks, and enrich agent memory from the web.

Auto-detects ZeroLocal (localhost:8000) or AINative Cloud.

Install

npx @ainative/browser-mcp

Or install globally:

npm install -g @ainative/browser-mcp

Configure in Claude Code

{
  "mcpServers": {
    "browser": {
      "command": "npx",
      "args": ["@ainative/browser-mcp"],
      "env": {
        "AINATIVE_API_KEY": "ak_your_key_here"
      }
    }
  }
}

Tools

Authentication

Set one of the following:

# API key (recommended)
AINATIVE_API_KEY=ak_your_key_here

# OR username/password
AINATIVE_USERNAME=you@example.com
AINATIVE_PASSWORD=your_password

Get your API key from ainative.studio/dashboard.

ZeroLocal (Local-First)

The server auto-detects ZeroLocal running on localhost:8000. If ZeroLocal is running, it is used automatically — no configuration needed. Otherwise it falls back to AINative Cloud.

To run ZeroLocal:

pip install zerodb-local
zerodb serve

Examples

Extract product data:

{
  "tool": "browser_extract",
  "arguments": {
    "url": "https://example.com/products",
    "extract_goal": "Extract all product names and prices"
  }
}

Perform an action:

{
  "tool": "browser_act",
  "arguments": {
    "url": "https://example.com",
    "instruction": "Click the sign in button",
    "max_steps": 5
  }
}

Store page content in agent memory:

{
  "tool": "browser_enrich_memory",
  "arguments": {
    "url": "https://example.com/blog/post",
    "extract_goal": "Extract key facts about the product",
    "memory_type": "semantic",
    "project_id": "your-project-id"
  }
}

Install directly

Runs npx -y @ainative/browser-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add ainative-browser-mcp -- npx -y @ainative/browser-mcp

Add to Cursor

Ainative Browser: common questions

Is Ainative Browser MCP server safe?: Yes, by our scan: it is graded A (94/100). Read the Ainative Browser safety report
How do I install Ainative Browser?: It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Ainative Browser need an API key?: Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Ainative Browser maintained?: The last commit was 22 days ago (2026-09-02). The latest release is v1.1.2.
What can I use instead of Ainative Browser?: Servers from other publishers that do the same job: SeleniumBase MCP server, AIHawk MCP server and Scrapeless MCP server. Compare all Ainative Browser alternatives.

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