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glama

Browser Automation MCP

MCP server for AI browser automation with tools for navigation, actions, data extraction, and scripting, supporting local and cloud execution.

→ PopoverAI/browser-automation· listed on glama
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// key findings
⚠️
Known vulnerabilities in dependencies: 3 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 6 credentials: BROWSERBASE_API_KEY, GEMINI_API_KEY, GOOGLE_API_KEY, GOOGLE_GENERATIVE_AI_API_KEY, MODEL_API_KEY, OPENAI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies3 high1 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@1.13.1GHSA-345p-7cg4-v4c7

@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse

high@modelcontextprotocol/sdk@1.13.1GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.13.1GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

lowws@8.18.0GHSA-58qx-3vcg-4xpx

ws: Uninitialized memory disclosure

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// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
🔐 secretBROWSERBASE_API_KEY— ... # only needed for cloud: true
configBROWSERBASE_PROJECT_ID— ... # only needed for cloud: true
configEVAL_PASS_THRESHOLD
🔐 secretGEMINI_API_KEY— ... # alternative to MODEL_API_KEY for Gemini (the default model)
🔐 secretGOOGLE_API_KEY
🔐 secretGOOGLE_GENERATIVE_AI_API_KEY
🔐 secretMODEL_API_KEY— ... # API key for the configured model provider (works with any provider)
configNGROK_AUTHTOKEN— ... # only needed for cloud: true with localhost URLs
🔐 secretOPENAI_API_KEY— ... # only needed for stagehand_demo_video (TTS via gpt-4o-mini-tts)
configPASS_THRESHOLD
configSTAGEHAND_USAGE_FILE
configSTAGEHAND_VARIABLES— ... # optional, JSON map of variables auto-injected into stagehand_act, stagehand_agent, and stagehand_scenario (see Variables below)
// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/popoverai-browser-automation-o4ktef)](https://m8ven.ai/mcp/popoverai-browser-automation-o4ktef)
commit: c87bc419d56b8d12359a86ffc42faa3cfb3c9dcc
code hash: eb8e50f67ddcd45feab33ba6c0b888a8767c46227d130c7fe180e218d40c662a
verified: 6/15/2026, 2:10:53 PM
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