OmniDocs-RAG-CN

Item: OmniDocs-RAG-CN
Rating: 0
Author: M8ven

Enables AI agents to index and search local files, websites, GitHub repos, and packages with hybrid AI-powered retrieval, all locally through IDE chat.

→ ybhuang995-dev/personal-data-for-agents · listed on glama

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// key findings

🚨

Reads files from sensitive locations

Touches: ~/.config/Claude/claude_desktop_config.json

🔐

You'll be asked for 1 credential: GITHUB_TOKEN

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

🔐 secretGITHUB_TOKEN— GitHub API 令牌（提升速率限制）

configRAG_DASHBOARD_PORT

configHF_HUB_DISABLE_PROGRESS_BARS

configTOKENIZERS_PARALLELISM

configTRANSFORMERS_VERBOSITY

configRAG_EMBED_MODEL— BAAI/bge-m3 嵌入模型

configRAG_RERANK_MODEL— BAAI/bge-reranker-v2-m3 交叉编码器重排序模型

configRAG_DEVICE— auto cuda / cpu / auto（有 CUDA 健康检查）

configHF_HUB_OFFLINE

configTRANSFORMERS_OFFLINE

configRAG_DASHBOARD— 不启用设为 true 开启 Web 面板（端口 6280）

configRAG_WATCH_PATH— 不启用文件变动自动重索引

configRAG_WATCH_COLLECTION

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 6 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/ybhuang995-dev-personal-data-for-agents-1xeeg6)](https://m8ven.ai/mcp/ybhuang995-dev-personal-data-for-agents-1xeeg6)

commit: e79e85717ddd4d9a019f0b23782c4e3c0b3be899

code hash: 2abb202f1da8388ad3b8ae65775f319d5c4c562cf518a56fe98707ac3249de5a

verified: 7/14/2026, 8:27:58 AM

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