ProBrowser (momadhuynh04/probrowser) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 29 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100

ProBrowser

Enables AI agents to control a user's real browser through the Model Context Protocol, attaching to existing browser sessions over CDP to preserve cookies and logins, with human-like input simulation, DOM/vision hybrid interaction, and CAPTCHA handling for anti-detection automation.

→ momadhuynh04/probrowser· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

⚡ Live Monitored: not connected

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Who stands behind it

momadhuynh04

Source: Glama

Is this your MCP?

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Install from

Glamanot scored here

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
✅
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 1 credential: CAPTCHA_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.
configPROBROWSER_TOOL_TIMEOUT_MSHard cap per tool call (shared event loop protection)
configPROBROWSER_CDP_URLCDP endpoint to attach on startup
configPROBROWSER_CAPTCHA_ENABLEDMaster switch for CAPTCHA subsystem
configPROBROWSER_CAPTCHA_AUTO_DETECTAuto-scan for CAPTCHAs/ads after navigation
🔐 secretCAPTCHA_API_KEY2Captcha API key (text-challenge auto-solve; grid solving is agent-vision based)
configPROBROWSER_CAPTCHA_MAX_WAIT_MSMax wait for API-assisted solve
// 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

29/29 tools missing one or more hints — browse_navigate (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); browse_screenshot (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); browse_click (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +26 more. 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.

Tool test coverage

Only 0/29 tools referenced in tests (0%)

Write tests that reference each tool by name so every tool has at least one test.

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 3 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/momadhuynh04/probrowser)](https://m8ven.ai/mcp/momadhuynh04/probrowser)
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commit: bc319d36e2116a72f027f260d8d59f8af6b0681e
code hash: 147d34061e821afdcb5850d2d58cf12be8a296a59d266f3866ecb9c18588706b
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