広告掲載
MCP.so
ログイン
L

Llm Guard Privacy Gateway MCP Server

@Amywith

リポジトリ

基本情報

カテゴリ

AI とエージェント

トランスポート

stdio

作者

Amywith

投稿者

zhongjiemei

Llm Guard Privacy Gateway MCP Server について

概要はまだありません

#llm-guard#privacy-gateway#security

Llm Guard Privacy Gateway MCP Server の設定

以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。

{
  "mcpServers": {
    "llm-guard-mcp": {
      "command": "python",
      "args": [
        "-m",
        "spacy",
        "download",
        "zh_core_web_sm",
        "--index-url",
        "https://pypi.tuna.tsinghua.edu.cn/simple/"
      ]
    }
  }
}

Llm Guard Privacy Gateway MCP Server のツール

ツール一覧はまだありません

この掲載には表示できるツール一覧がまだありません。サーバーにツールがないという意味ではありません。対応機能はプロジェクトのドキュメントをご確認ください。

ツールは README から自動的に抽出されます。メンテナーは ## Tools という見出しの下に記載することで、このタブに反映できます。

概要

What is Llm Guard Privacy Gateway?

A privacy protection gateway based on the MCP (Model Context Protocol) protocol. It detects and filters sensitive information in LLM applications—automatically masking Chinese names, phone numbers, emails, intercepting API keys and RSA private keys, and blocking custom blacklist words. It wraps these capabilities as MCP tools, returning JSON results.

How to use Llm Guard Privacy Gateway?

Install dependencies with pip install -r requirements.txt. Use the Python function sanitize_prompt_mcp or the LLMSanitizer class. To run as an MCP server, execute python mcp_server.py or use the provided Docker image.

Key features of Llm Guard Privacy Gateway?

  • PII masking: identifies Chinese names, phone numbers, and emails.
  • Key interception: detects API keys, Alibaba Cloud AccessKeys, and RSA private keys.
  • Commercial blocking: predefined blacklist words trigger an intercepted status.
  • MCP encapsulation: logic exposed as MCP tools returning structured JSON.

Use cases of Llm Guard Privacy Gateway?

  • Sanitizing user prompts before sending to an LLM to prevent data leakage.
  • Filtering sensitive information in enterprise chat applications.
  • Protecting against accidental exposure of API keys or private keys.
  • Enforcing content policy by blocking predefined blacklist terms.

よくある質問

1

What happens if spaCy model fails to download?

The system automatically falls back to built‑in regex detection. Accuracy may slightly decrease, but the server continues to run.

2

Does data processing require an internet connection?

No. Once dependencies are installed, all data filtering and detection is performed locally. The MCP server can run fully offline.

3

How can I customize the blacklist words?

Edit the `LLMSanitizer` class in `llm_guard.py` to modify the blacklist vocabulary or other detection rules.

4

What error handling mechanisms are in place?

All exceptions are caught gracefully. For example, if the presidio library fails, the system uses built‑in regex patterns without crashing the entire application.

5

Where is user data processed?

All data processing happens locally on the machine running the server, even when deployed via Docker. No sensitive data is sent to external services.

コメント

「AI とエージェント」の他のコンテンツ

scvd.store

seancrecord

scvd.store is an evidence observatory for agentic commerce. Independent signed observation of what other people's endpoints, artifacts and payments actually did among other things. USDC on Base, Arbitrum One, World Chain

2

Tokenaissance

Rain

Tokenaissance is a online Personal Agent for Quant and Research investment available at https://tokenaissance.com.

BlazingCDN MCP - Content Delivery for Video, Software & Static Files

BlazingCDN

Official MCP server for BlazingCDN - AI agents (Claude, Cursor, Windsurf) manage CDN resources, purge cache, query metrics, domains, Anycast CDN, Video CDN and Media CDN

1

strac-mcp-dlp

strac-io

Detect and redact PII, PHI, PCI and secrets — SSNs, credit cards, passports, API keys and cloud credentials — in text and in local files, using the Strac DLP API. Five tools: redact_text, detect_sensitive_data, detect_fi

3

Rumoro

@Rumoro

Social listening for AI agents. Rumoro's remote MCP server lets Claude, Cursor, Codex and other MCP clients search and sort mentions of your product, your competitors and your topics on Reddit, X, Hacker News, GitHub, Yo

広告掲載