CaoGen (ChaoYuZhang001/CaoGen) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 1 tool. No publisher has claimed this listing.

C
Emerging
74/100
10 days ago

CaoGen

CaoGen — a vendor-neutral, local-first AI work desktop. Multi-provider agent runtime, GUI automation, MCP, Git worktree, task orchestration, effect ledger, and 3D office workspace. macOS/Windows/Linux.

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

ChaoYuZhang001

Source: github_topic

Is this your MCP?

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Install from

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.
// 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.
configCAOGEN_APP_VERSION
configCAOGEN_MEMORY_DIR
configCAOGEN_OFFICE_PERFORMANCE_TEST
configCAOGEN_REMOTE_WEBHOOK_ADVERTISE_HOST
configCAOGEN_REMOTE_WEBHOOK_HOST
configCAOGEN_REMOTE_WEBHOOK_PORT
configCSC_IDENTITY_AUTO_DISCOVERY
configELECTRON_RENDERER_URL
// quality suggestions

Dependencies

30 runtime dependencies (30 dev), 1 flagged: puppeteer-core

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 — echo (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.

Tool test coverage

Only 0/1 tools referenced in tests (0%)

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

No eval / new Function

1 eval() or new Function() call — dynamic code execution

Replace eval / Function with explicit parsing or safer alternatives.

Dependency freshness

2/30 production deps stale: json5@2023-03-04 (3.5y), @iarna/toml@2023-07-15 (3.1y)

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/chaoyuzhang001/caogen)](https://m8ven.ai/mcp/chaoyuzhang001/caogen)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 3c516e3f785f5548a2a876a0bbc15327e5bb5b20
code hash: 008d94e24f21cff535a092dd736a4678a2979812205a5783202ff4dbe27c8606
verified: 9/3/2026, 8:12:38 PM
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