Back to MCP Trust Indexm8ven
C
Emerging
74/100
7 days ago

gflow-cli

Drive Google Flow from the command line: Veo video and Imagen images, scripted, batched and pipeline-ready. Ships an MCP server so coding agents can drive it too, giving you and your agents full programmatic control over generation. Unofficial, alpha, not affiliated with Google.

→ ffroliva/gflow-cli· listed on github_topic

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

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

ffroliva

Source: github_topic

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

⚡ Connect GitHub for Live Monitored

Install from

GitHub

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// key findings
🚨
Secret credentials may flow to a network call
1 flow detected: TELEGRAM_BOT_TOKEN. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 4 credentials: TELEGRAM_BOT_TOKEN, GH_COMMENT_TOKEN, GITHUB_TOKEN, GH_TOKEN
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.
configGFLOW_MCP_NO_SPEND
configXDG_CONFIG_HOME
configGFLOW_CLI_BROWSER_ENGINE
🔐 secretTELEGRAM_BOT_TOKEN
configTELEGRAM_USER_ID
configHERMES_OPS_DIR
configPR_TRIAGE_ENGINE
🔐 secretGH_COMMENT_TOKEN
🔐 secretGITHUB_TOKEN
🔐 secretGH_TOKEN
configGFLOW_MATERIALITY_BASE
configGITHUB_STEP_SUMMARY
configGFLOW_CLI_LOCALE
configGFLOW_CLI_PROFILE
configGFLOW_SPIKE_PROJECT_ID
configGFLOW_CLI_PROJECT
configCHROME_BINARY
configGFLOW_CLI_DB_PATH
configGFLOW_CLI_EXPERIMENTAL_TRANSPORTS
configSystemRoot
configGFLOW_CLI_LOG_REQUEST_HEADERS
configGFLOW_CLI_TRANSPORT
// 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

11/11 tools missing one or more hints — gflow_generate_image (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); gflow_generate_video (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); gflow_list_tools (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +8 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.

Secrets not logged

1 secret value sent to console.log

Redact or omit secret values from log output.

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/ffroliva-gflow-cli-4hyko2)](https://m8ven.ai/mcp/ffroliva-gflow-cli-4hyko2)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 1dacd9b63d71d9f5076847b5f404b056023fab01
code hash: 46c30757a59bbdff1ef1eec8f870a94aa4fcc75bdce7a2c6109c1da879ba6bc0
verified: 8/14/2026, 9:59:15 AM
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