AI-powered browser automation MCP server for AI agents — 6 tools: web interaction, structured extraction, validation, multi-step tasks, memory enrichment.
claude mcp add ainative-browser-mcp -- npx -y @ainative/browser-mcp{
"mcpServers": {
"ainative-browser-mcp": {
"command": "npx",
"args": ["-y", "@ainative/browser-mcp"],
"env": {
"AINATIVE_API_KEY": "<ainative_api_key>",
"AINATIVE_USERNAME": "<ainative_username>",
"AINATIVE_PASSWORD": "<ainative_password>"
}
}
}
}AINATIVE_API_KEYAINATIVE_USERNAMEAINATIVE_PASSWORDMCP Servers 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
```bash
npx @ainative/browser-mcp
```
Or install globally:
```bash
npm install -g @ainative/browser-mcp
```
## Configure in Claude Code
```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](https://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:
```bash
pip install zerodb-local
zerodb serve
```
## Examples
**Extract product data:**
```json
{
"tool": "browser_extract",
"arguments": {
"url": "https://example.com/products",
"extract_goal": "Extract all product names and prices"
}
}
```
**Perform an action:**
```json
{
"tool": "browser_act",
"arguments": {
"url": "https://example.com",
"instruction": "Click the sign in button",
"max_steps": 5
}
}
```
**Store page content in agent memory:**
```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
- [AINative Studio](https://ainative.studio)
- [ZeroDB](https://zerodb.ainative.studio)
- [GitHub](https://github.com/AINative-Studio/core/tree/main/packages/browser-mcp)
- [Issues](https://github.com/AINative-Studio/core/issues)
What people ask about ainative-browser-mcp
What is AINative-Studio/ainative-browser-mcp?
+
AINative-Studio/ainative-browser-mcp is mcp servers for the Claude AI ecosystem. AI-powered browser automation MCP server for AI agents — 6 tools: web interaction, structured extraction, validation, multi-step tasks, memory enrichment. It has 0 GitHub stars and was last updated yesterday.
How do I install ainative-browser-mcp?
+
You can install ainative-browser-mcp by cloning the repository (https://github.com/AINative-Studio/ainative-browser-mcp) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.
Is AINative-Studio/ainative-browser-mcp safe to use?
+
AINative-Studio/ainative-browser-mcp has not been audited yet by our security agent. Review the original repository on GitHub before using it in production.
Who maintains AINative-Studio/ainative-browser-mcp?
+
AINative-Studio/ainative-browser-mcp is maintained by AINative-Studio. The last recorded GitHub activity is from yesterday, with 0 open issues.
Are there alternatives to ainative-browser-mcp?
+
Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.
Deploy ainative-browser-mcp to your cloud
Ship this repo to production in minutes. Each platform spins up its own environment with editable env vars.
Maintain this repo? Add a badge to your README
Drop the badge into your GitHub README to show it's tracked on ClaudeWave. Each badge links back to this page and reflects the live Trust Score.
[](https://claudewave.com/repo/ainative-studio-ainative-browser-mcp)<a href="https://claudewave.com/repo/ainative-studio-ainative-browser-mcp"><img src="https://claudewave.com/api/badge/ainative-studio-ainative-browser-mcp" alt="Featured on ClaudeWave: AINative-Studio/ainative-browser-mcp" width="320" height="64" /></a>More MCP Servers
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
An open-source AI agent that brings the power of Gemini directly into your terminal.
The fastest path to AI-powered full stack observability, even for lean teams.
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!