mcp-browser-use (JovaniPink/mcp-browser-use) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.

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C
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71/100
2 months ago

mcp-browser-use

Enables AI agents to interact with web browsers using natural language, featuring automated browsing, form filling, vision-based element detection, and structured JSON responses for systematic browser control.

→ JovaniPink/mcp-browser-use· listed on mcp_so

Limited view. Automated analysis covers part of this stack. Findings reflect what we verified. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

Limited view: static analysis for Python is partially covered.

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Code Verified⚡ Live Monitored: not connected

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Who stands behind it

JovaniPink

Source: mcp.so · also listed on github_topic, modelscope

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mcp.soGitHubmodelscope

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// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
🔐
You'll be asked for 6 credentials: BROWSER_USE_PROXY_PASSWORD, ANTHROPIC_API_KEY, OPENAI_API_KEY, DEEPSEEK_API_KEY, GOOGLE_API_KEY, AZURE_OPENAI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configWIN_FONT_DIR
configCHROME_PERSISTENT_SESSIONBrowser runtime flags (BROWSER_USE_HEADLESS, BROWSER_USE_EXTRA_CHROMIUM_ARGS, , BROWSER_USE_PROXY_URL, ...).
configCHROME_USER_DATA
configCHROME_DEBUGGING_PORT
configCHROME_DEBUGGING_HOST
configBROWSER_USE_HEADLESSBrowser runtime flags (, BROWSER_USE_EXTRA_CHROMIUM_ARGS, CHROME_PERSISTENT_SESSION, BROWSER_USE_PROXY_URL, ...).
configBROWSER_USE_DISABLE_SECURITY
configCHROME_PATH
configBROWSER_USE_EXTRA_CHROMIUM_ARGSBrowser runtime flags (BROWSER_USE_HEADLESS, , CHROME_PERSISTENT_SESSION, BROWSER_USE_PROXY_URL, ...).
configBROWSER_USE_ALLOWED_DOMAINS
configBROWSER_USE_PROXY_URLBrowser runtime flags (BROWSER_USE_HEADLESS, BROWSER_USE_EXTRA_CHROMIUM_ARGS, CHROME_PERSISTENT_SESSION, , ...).
configBROWSER_USE_NO_PROXY
configBROWSER_USE_PROXY_USERNAME
🔐 secretBROWSER_USE_PROXY_PASSWORD
configBROWSER_USE_CDP_URL
configMCP_MODEL_PROVIDER"": "anthropic",
configMCP_MODEL_NAME"": "claude-3-5-sonnet-20241022"
configMCP_USE_VISIONMCP_MODEL_PROVIDER, MCP_MODEL_NAME, MCP_TEMPERATURE, MCP_MAX_STEPS, MCP_MAX_ACTIONS_PER_STEP, and control the LLM and agent run.
configMCP_TOOL_CALL_IN_CONTENT
configLOG_LEVEL
🔐 secretANTHROPIC_API_KEYProvider-specific API keys and endpoints (, OPENAI_API_KEY, DEEPSEEK_API_KEY, GOOGLE_API_KEY, AZURE_OPENAI_API_KEY, etc.).
configOPENAI_ENDPOINT
🔐 secretOPENAI_API_KEYProvider-specific API keys and endpoints (ANTHROPIC_API_KEY, , DEEPSEEK_API_KEY, GOOGLE_API_KEY, AZURE_OPENAI_API_KEY, etc.).
configDEEPSEEK_ENDPOINT
🔐 secretDEEPSEEK_API_KEYProvider-specific API keys and endpoints (ANTHROPIC_API_KEY, OPENAI_API_KEY, , GOOGLE_API_KEY, AZURE_OPENAI_API_KEY, etc.).
🔐 secretGOOGLE_API_KEYProvider-specific API keys and endpoints (ANTHROPIC_API_KEY, OPENAI_API_KEY, DEEPSEEK_API_KEY, , AZURE_OPENAI_API_KEY, etc.).
configAZURE_OPENAI_ENDPOINT
🔐 secretAZURE_OPENAI_API_KEYProvider-specific API keys and endpoints (ANTHROPIC_API_KEY, OPENAI_API_KEY, DEEPSEEK_API_KEY, GOOGLE_API_KEY, , etc.).
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

1/1 tools missing one or more hints — run_browser_agent (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Tests exist

No test files found

Add tests that exercise each declared tool.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 4 concrete improvements 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/jovanipink-mcp-browser-use-14v2oz)](https://m8ven.ai/mcp/jovanipink-mcp-browser-use-14v2oz)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: e5bc348ab030fac9a8965731e16aea0117b7c523
code hash: e9a3f21f5d3bd102385b9923ef708cd1633c076232607d64c3ea733f7d3bf796
verified: 6/28/2026, 9:16:11 AM
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