clipforge (xixihhhh/clipforge) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 24 tools. No publisher has claimed this listing.

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C
Emerging
74/100
1 month ago

clipforge

ClipForge（原『带货剪手』/ daihuo-jianshou）：开源 AI 带货短视频神器——上传一张商品图，AI 自动提炼卖点 + 写种草脚本 + 锁定商品原图不变形 + 配画面/配音/字幕，一键产出抖音小店 / 快手 / 小红书 / TikTok Shop 卖货短视频。0 成本批量出片、开源无水印、本地自部署。也支持一句话主题成片。Open-source AI e-commerce/UGC short-video generator.

→ xixihhhh/clipforge· 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 VerifiedSandbox 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

xixihhhh

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 →

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Install from

GitHub

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.
🔐
You'll be asked for 3 credentials: CLIPFORGE_LLM_API_KEY, CLIPFORGE_PEXELS_KEY, CLIPFORGE_PIXABAY_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.
configCLIPFORGE_BASE_URLClipForge 实例地址，默认 http://localhost:3000
🔐 secretCLIPFORGE_LLM_API_KEY写脚本时 LLM Key
configCLIPFORGE_LLM_BASE_URL写脚本时 OpenAI 兼容接口，如 https://api.atlascloud.ai/v1
configCLIPFORGE_LLM_MODEL写脚本时 模型名，如 deepseek-ai/deepseek-v3.2
🔐 secretCLIPFORGE_PEXELS_KEY配了才用 Pexels 实拍视频 B-roll（免费申请）
🔐 secretCLIPFORGE_PIXABAY_KEY配了才用 Pixabay 实拍视频 B-roll（免费申请）
// 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

24/24 tools missing one or more hints — clipforge_create_video (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); clipforge_ingest_product (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); clipforge_product_script (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +21 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.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

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 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/xixihhhh/clipforge)](https://m8ven.ai/mcp/xixihhhh/clipforge)
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commit: b33a75972b4e25338f895481035ee390039b48f5
code hash: 7bd8b15433495efe7ead26f0483fc2011cf0962ed692fab806773f31ca23c9b6
verified: 8/7/2026, 4:39:14 AM
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