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C
Emerging
74/100
1 day ago

gbrain

RE Reset fork of garrytan/gbrain. Fleet brain for SafeClaw boxes.

→ togorashi45/gbrain· listed on github_code

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.

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Who stands behind it

togorashi45

Source: github_code

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// key findings
🚨
Secret credentials may flow to a network call
1 flow detected: OPENAI_API_KEY. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 3 credentials: GBRAIN_REMOTE_CLIENT_SECRET, OPENAI_API_KEY, ZEROENTROPY_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.
configAGENT_VOICE_CORS_ORIGIN
configBRAIN_ROOT
configDEFAULT_PERSONA
configGBRAIN_AUTOPILOT_MAX_RECONNECT_FAILS
configGBRAIN_BIN_OVERRIDE
configGBRAIN_DOCTOR_FM_TIMEOUT_MS
configGBRAIN_EMBEDDING_DIMENSIONS
configGBRAIN_EMBEDDING_IMAGE_OCR
configGBRAIN_EMBEDDING_IMAGE_OCR_MODEL
configGBRAIN_EMBEDDING_MODEL
configGBRAIN_EMBEDDING_MULTIMODAL
configGBRAIN_EMBED_CONCURRENCY
configGBRAIN_EMBED_TIME_BUDGET_MS
configGBRAIN_EXTRACTION_LAG_FAIL_PCT
configGBRAIN_EXTRACT_STALE_BATCH
configGBRAIN_EXTRACT_TIME_BUDGET_MS
configGBRAIN_HTTP_CORS_ORIGIN
configGBRAIN_MAX_WALK_DEPTH
configGBRAIN_NO_BRAINSTORM_PREVIEW
configGBRAIN_NO_RETRY_CONNECT
configGBRAIN_RECIPES_DIR
configGBRAIN_REMOTE_CLIENT_ID
🔐 secretGBRAIN_REMOTE_CLIENT_SECRET
configGBRAIN_REMOTE_ISSUER_URL
configGBRAIN_REMOTE_MCP_URL
configGBRAIN_SKIP_STARTUP_HOOKS
configGBRAIN_SOURCE
configGBRAIN_STDIN_TIMEOUT_MS
configGBRAIN_SUPERVISED
configGBRAIN_WEDGED_QUEUE_WARN_MINUTES
configHOST
configLLAMA_SERVER_BASE_URL
🔐 secretOPENAI_API_KEY
configOPENAI_REALTIME_MODEL
configOPENCLAW_HOME
configOPENCLAW_WORKSPACE
configTIMEZONE
🔐 secretZEROENTROPY_API_KEY
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployPORT
// quality suggestions

Shell command execution

40 child_process/subprocess calls in production code — runs shell commands (src/cli.ts:261, src/cli.ts:1158, src/cli.ts:1179)

Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.

Secrets not logged

5 secret values sent to console.log

Redact or omit secret values from log output.

No arbitrary install scripts

Has postinstall/preinstall script — runs arbitrary code on npm install

Remove postinstall/preinstall hooks unless they’re essential.

Dependency freshness

2/29 production deps stale: exifr@2022-05-01 (4.3y), gray-matter@2023-07-12 (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 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/togorashi45-gbrain-1j0bi6)](https://m8ven.ai/mcp/togorashi45-gbrain-1j0bi6)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: f8b3d3c091c5b9d3c49cd9a6e3567d48c17c2c85
code hash: c92b2b04274553a75147ece28af2f1d25e9964adb8e111c8c7fdfca7d7961dd1
verified: 8/19/2026, 3:21:45 AM
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