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73/100
2 months ago

pydoll-mcp

Enables browser automation with zero-webdriver, supporting tab management, element finding, navigation, and intelligent search via MCP, with captcha bypass and Windows compatibility.

→ JinsongRoh/pydoll-mcp· listed on glama

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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Who stands behind it

JinsongRoh

Source: Glama

Is this your MCP?

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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.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
// 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.
configPYTHONIOENCODINGset =utf-8
configPYTHONUTF8
configPYDOLL_BROWSER_TYPE
configPYDOLL_MAX_BROWSERS
configPYDOLL_MAX_TABS_PER_BROWSER
configPYDOLL_CLEANUP_INTERVAL
configPYDOLL_IDLE_TIMEOUT
configPYDOLL_HEADLESS
configPYDOLL_WINDOW_WIDTH
configPYDOLL_WINDOW_HEIGHT
configPYDOLL_STEALTH_MODE
configPYDOLL_DISABLE_IMAGES
configPYDOLL_PROXY
configPYDOLL_BINARY_PATH
configPYDOLL_USER_DATA_DIR
configPROGRAMFILES
configPYDOLL_LOG_LEVEL"": "INFO"
configPYDOLL_LOG_FILE
configPYDOLL_DEBUG
// 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

63/63 tools missing one or more hints — analyze_performance (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); intercept_network_requests (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); analyze_content_with_ai (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +60 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.

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 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/jinsongroh-pydoll-mcp-1ra9vh)](https://m8ven.ai/mcp/jinsongroh-pydoll-mcp-1ra9vh)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 016e8490b214229c3c1fc4378705638144cef4c4
code hash: ec86ca7632f5623492a5952b31acdda06546d7112ccf2bad77c9e7f60913f99c
verified: 6/18/2026, 10:43:59 AM
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