Sentor

Overview

Sentor is a Model Context Protocol server that scores sentiment toward specific entities in text and clusters documents to identify and name topics. It integrates directly into AI assistants as callable tools, letting your AI assistant perform sophisticated natural language analysis tasks on your behalf.

The server runs locally via the Python package sentor-mcp, installed through uvx. It communicates over stdio and requires an API Key for authentication. Version v1.0.5 is available under the MIT license, with source code at NIKX-Tech/sentor-mcp on GitHub.

Sentor is listed in the AI & Agents category and works with MCP clients including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, Zed, and others. If you maintain Sentor, you can claim this listing to verify ownership and keep information up to date.

Installation

// claude_desktop_config.json
{
  "mcpServers": {
    "sentor": {
      "command": "uvx",
      "args": [
        "sentor-mcp"
      ]
    }
  }
}