Ainative Browser MCP

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

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

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Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

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

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Capabilities & Tool Schemas (6)Self-reported

Inspect callable tools, capabilities, and parameters exposed to AI agents by Ainative Browser MCP.

browser_act

Perform an action on a web page (click, type, navigate)

browser_extract

Extract structured data from a page

browser_validate

Validate content or state on a page

browser_task

Run a multi-step automation task

browser_extract_to_table

Extract data and store in ZeroDB table

browser_enrich_memory

Extract content and store in agent memory

Documentation Overview

@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

Terminal

npx @ainative/browser-mcp

Or install globally:

Terminal

npm install -g @ainative/browser-mcp

Configure in Claude Code

config.json

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

Tools

Tool	Description	Credits
`browser_act`	Perform an action on a web page (click, type, navigate)	50
`browser_extract`	Extract structured data from a page	75
`browser_validate`	Validate content or state on a page	25
`browser_task`	Run a multi-step automation task	200
`browser_extract_to_table`	Extract data and store in ZeroDB table	100
`browser_enrich_memory`	Extract content and store in agent memory	100

Authentication

Set one of the following:

bash

# 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:

Terminal

pip install zerodb-local
zerodb serve

Examples

Extract product data:

config.json

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

Perform an action:

config.json

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

Store page content in agent memory:

config.json

{
  "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

Read the full README →View source on GitHub →

Related MCP Servers

View all in Browser Automation View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

npm downloads

741

Package downloads in the last 30 days.

Last commit

22d ago

Most recent push to the default branch.

Tools exposed

Callable tools this server registers over MCP.

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Frequently Asked Questions about Ainative Browser MCP

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "ainative-browser-mcp": { "command": "npx", "args": ["-y","@ainative/browser-mcp"] } }

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Technical Specs & Signals

CategoryBrowser Automation

11/15 checks healthy over the last 45d

56Quality signal: Good · 56/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools25/30

Adoption & activity7/15

Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 2d ago via OSV.dev · @ainative/browser-mcp (npm)

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Documentation Overview

@ainative/browser-mcp

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

Install

Terminal

npx @ainative/browser-mcp

Or install globally:

Terminal

npm install -g @ainative/browser-mcp

Configure in Claude Code

config.json

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

Tools

Tool	Description	Credits
`browser_act`	Perform an action on a web page (click, type, navigate)	50
`browser_extract`	Extract structured data from a page	75
`browser_validate`	Validate content or state on a page	25
`browser_task`	Run a multi-step automation task	200
`browser_extract_to_table`	Extract data and store in ZeroDB table	100
`browser_enrich_memory`	Extract content and store in agent memory	100

Authentication

Set one of the following:

bash

# 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:

Terminal

pip install zerodb-local
zerodb serve

Examples

Extract product data:

config.json

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

Perform an action:

config.json

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

Store page content in agent memory:

config.json

{
  "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

Frequently Asked Questions about Ainative Browser MCP

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "ainative-browser-mcp": { "command": "npx", "args": ["-y","@ainative/browser-mcp"] } }