TruthLens: Misinformation Surveillance Platform

Name: TruthLens: Misinformation Surveillance Platform
Author: NemroNeno

@NemroNeno

リポジトリ

TruthLens: Misinformation Surveillance Platform について

概要はまだありません

#truthlens #misinformation #surveillance #fact-checking

基本情報

カテゴリ

その他

ランタイム

python

トランスポート

stdio

公開者

NemroNeno

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": {
    "mcp_server_TruthAnalyzer": {
      "command": "uv",
      "args": [
        "venv"
      ]
    }
  }
}

ツール

ツールは検出されませんでした

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 TruthLens: Misinformation Surveillance Platform?

TruthLens is a Model Context Protocol (MCP) server that provides AI assistants with tools to detect, analyze, and verify potential misinformation. Built with Python and the MCP framework, it enables automated fact-checking and misinformation monitoring capabilities.

How to use TruthLens: Misinformation Surveillance Platform?

Install dependencies and set API keys in a .env file, then run python run_server.py. Invoke MCP endpoints such as ingest_url, extract_claims, verify_claim, search_news, analyze_source, get_trending_info, and setup_monitor.

Key features of TruthLens: Misinformation Surveillance Platform?

Ingests web content from URLs and news sources
Extracts factual claims using pattern matching or Gemini AI
Verifies claims against multiple external knowledge sources
Monitors news and analyzes misinformation trends
Provides confidence scores and evidence for each claim

Use cases of TruthLens: Misinformation Surveillance Platform?

Automated fact-checking for news articles and social media posts
Monitoring and analyzing trending misinformation by topic
Verifying the veracity of claims for journalists and researchers
Analyzing source credibility before content dissemination

FAQ from TruthLens: Misinformation Surveillance Platform?

What are the runtime dependencies for TruthLens: Misinformation Surveillance Platform?

Python 3.10 or higher and at minimum a Google Gemini API key for AI-powered analysis.

Where does TruthLens: Misinformation Surveillance Platform store data?

The current implementation uses in-memory storage and is not suitable for production.

What are the limitations of TruthLens: Misinformation Surveillance Platform?

Pattern matching fallback has limited accuracy compared to AI-powered analysis, and web scraping may be subject to rate limits and terms of service restrictions.