Sentor

by NIKX-Tech

237 downloads

Not rated

GitHub

Other
AI

About

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.

Details

Author: NIKX-Tech
Downloads: 237
Categories: Other, AI

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name Sentor

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

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

JSON

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

JSON

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

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

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

JSON

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

JSON

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

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

From the repository

Install using uvx sentor-mcp — no server to run, no infrastructure needed. Obtain a free API key at dashboard.sentor.app and configure the server to use it.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

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

McpServers

{
    "sentor": {
        "command": "uvx",
        "args": [
            "sentor-mcp"
        ],
        "env": {
            "SENTOR_API_KEY": "<YOUR_API_KEY>"
        }
    }
}

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

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Setting up with Highlight

From the repository

Claude Desktop / Cursor

McpServers

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