Submit

SentiSift MCP

@pickelfintech

Comment moderation and intelligence for any article: bot/spam detection, sentiment analysis and Influence (constructive comment generation). Multilingual.
Overview

What it does

Official Model Context Protocol server for SentiSift. Lets Claude Desktop, Cursor, VS Code, Continue, and other MCP-compatible AI hosts call the SentiSift comment-moderation and intelligence API as a native tool.

Tools exposed

  • analyze_comments — submit a batch of comments + article metadata, receive moderated and scored results (sentiment label, bot/spam flag, commercial flag, confidence scores).
  • get_balance — current API key comment balance, tier, subscription state.
  • get_health — service readiness probe (handles cold-start model loading after deploys).
  • get_article_results — fetch already-processed comments for an article URL, no re-billing.

Install

uvx sentisift-mcp

Or via pip:

pip install sentisift-mcp

Server Config

{
  "mcpServers": {
    "sentisift": {
      "command": "uvx",
      "args": [
        "sentisift-mcp"
      ],
      "env": {
        "SENTISIFT_API_KEY": "sk_sentisift_your_key_here"
      }
    }
  }
}
© 2025 MCP.so. All rights reserved.

Build with ShipAny.