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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.

A89/100grade A
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Safety scan
A89/100

full report

Adoption
Growing

0 stars503 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 v0.1.10 · 2026-11-05 · 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 41 days ago12/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10
Overall 89/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Ainative Browser compares

Against every graded Scraping and browsing MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
89/100
higher than 77% of 875 Scraping and browsing servers
Tools
8
the typical Scraping and browsing server has 7
Tools that change things
13%
typical: 0%. Fewer write tools means less an agent can break
Downloads a week
503
more than 85% of 355 Scraping and browsing servers with a package

What its tools let an agent do: 7 read · 1 change

Install Ainative Browser in Claude Code, Cursor or VS Code

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

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"
  }
}

Links

  • AINative Studio
  • ZeroDB
  • GitHub
  • Issues

Nothing above is checked by us. What we check is on the safety report.

Ainative Browser: common questions

Is Ainative Browser MCP server safe?
Yes, by our scan: it is graded A (89/100). Read the Ainative Browser safety report
How do I install Ainative Browser?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop 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 52 days ago (2026-09-25). The latest release is v1.1.2.
What can I use instead of Ainative Browser?
Servers from other publishers that do the same job: One Search MCP server, Browser Use MCP server and SeleniumBase MCP server.
How does Ainative Browser compare with other Scraping and browsing MCP servers?
safety score 89/100 (higher than 77% of 875 Scraping and browsing servers); tools 8 (the typical Scraping and browsing server has 7); tools that change things 13% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Ainative Browser

Same job from other publishers: the closest match first, then the best rated.

  • One Search
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  • Browser Use
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  • SeleniumBase MCP
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  • AIHawk
    AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.
    More from feder-cr →
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  • Browserbase
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