Pixelle-MCP (ATH-MaaS/Pixelle-MCP) is an MCP server listed on the M8ven Trust Index. It scores 98 out of 100, grade A. It declares 6 tools. No publisher has claimed this listing.

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A
Trusted
98/100
9 days ago

Pixelle-MCP

Integrates with ComfyUI workflows to provide text-to-image, image-to-image, and image-to-video generation capabilities through natural language interactions for creative content creation.

→ ATH-MaaS/Pixelle-MCP· listed on pulsemcp

Trusted. Deep verification, no outstanding findings, and an established reputation. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

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Who stands behind it

ATH-MaaS

Source: PulseMCP · also listed on modelscope

Is this your MCP?

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Install from

PulseMCPmodelscope

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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.
configPIXELLE_ENV_LOADED
configCHAINLIT_APP_ROOT
configCHAINLIT_HOST
configCHAINLIT_PORT
// 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

6/6 tools missing one or more hints — i_crop (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); save_workflow_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); reload_workflows_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +3 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/ath-maas/pixelle-mcp)](https://m8ven.ai/mcp/ath-maas/pixelle-mcp)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: b30e749655a91c5d8896f029ba83572aebf2d9a5
code hash: 1ecf0273c5d02b64876d7f3ae7f9cff8497c54808a287db207389185a6d45bdb
verified: 9/2/2026, 11:17:38 AM
view raw JSON →
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