3 hours ago
Stop guessing why ratings drop. Give your AI assistant Sentor and let it analyse thousands of reviews, pinpoint what to fix first, and surface the topics that matter most.
Overview
Sentor is an entity-based sentiment analysis platform powered by fine-tuned BERT models. This MCP server exposes Sentor's ML APIs as tools your AI assistant can call directly.
What you can do:
- Score sentiment toward specific entities (brands, products, features) in text
- Cluster documents into topics automatically
- Generate descriptive topic labels using an LLM
- Run full analysis pipelines from a single prompt
Example:
"Analyse these 50 customer reviews for sentiment toward our checkout flow and delivery speed. Then cluster them by topic and name each cluster."
Install with uvx sentor-mcp — no server to run, no infrastructure needed.
Get your free API key at dashboard.sentor.app
Server Config
{
"mcpServers": {
"sentor": {
"command": "uvx",
"args": [
"sentor-mcp"
],
"env": {
"SENTOR_API_KEY": "<YOUR_API_KEY>"
}
}
}
}