AI-powered browser automation MCP — 6 tools for web interaction, extraction, and validation.
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.
npx @ainative/browser-mcp
Or install globally:
npm install -g @ainative/browser-mcp
{
"mcpServers": {
"browser": {
"command": "npx",
"args": ["@ainative/browser-mcp"],
"env": {
"AINATIVE_API_KEY": "ak_your_key_here"
}
}
}
}
| 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 |
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.
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
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"
}
}
Source-derived launch command. Check the maintainer’s required arguments and credentials before running:
npx -y @ainative/browser-mcpMerge this template into ~/Library/Application Support/Claude/claude_desktop_config.json. Keep existing servers. Add any arguments, credentials, and permissions required by the maintainer; this template has not been install-tested.
{
"mcpServers": {
"io-github-ainative-studio-ainative-browser-mcp": {
"command": "npx",
"args": [
"-y",
"@ainative/browser-mcp"
]
}
}
}Restart Claude Desktop completely for changes to take effect. Confirm the server appears connected in the client’s tool list, then try a read-only example from its documentation.
Claude Desktop setup reference@ainative/browser-mcpnpmio.github.AINative-Studio/ainative-browser-mcp works with any MCP-compatible client. Copy the config snippet from the Configuration section above and add it to the file shown for your client, then restart the application.
~/Library/Application Support/Claude/claude_desktop_config.jsonRestart Claude Desktop completely for changes to take effect.~/.cursor/mcp.jsonRestart Cursor for changes to take effect..vscode/mcp.jsonReload VS Code window for changes to take effect.~/.codeium/windsurf/mcp_config.jsonRestart Windsurf for changes to take effect..mcp.jsonSave at the project root, then start Claude Code in that project and review the MCP server approval prompt. Keep real credentials out of shared files.