Sentor MCP Server

Score sentiment toward specific entities in text. Cluster documents and name topics.

Remote serverstreamable-httpPython

What is the Sentor MCP Server?

Score sentiment toward specific entities in text. Cluster documents and name topics.

What it actually does

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 — score sentiment toward specific entities in text, cluster documents by topic, and generate topic labels, all from a single natural-language prompt.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

How to install the Sentor MCP Server

{
  "mcpServers": {
    "sentor": {
      "command": "uvx",
      "args": ["sentor-mcp"],
      "env": {
        "SENTOR_API_KEY": "your_api_key_here"
      }
    }
  }
}

Configuration as documented by the project. Restart the client after saving.

Configuration

VariableDescriptionRequired
SENTOR_API_KEYCredential the server authenticates with.Yes
SENTOR_BASE_URLEndpoint or connection string the server talks to.Yes

Frequently asked questions

Score sentiment toward specific entities in text. Cluster documents and name topics. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.