Sentor MCP
This MCP server exposes Sentor's ML APIs as tools for AI assistants to score sentiment toward specific named entities in text, cluster documents by topic using BERTopic, and generate descriptive topic labels. It supports entity-level sentiment analysis and document clustering for languages like English and Dutch.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
What you can do with it
- Score sentiment toward named entities in documents
- Cluster documents into thematic groups
- Generate descriptive labels for topic clusters
Source and maintenance
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
sentor-mcp 1.0.5
{
"version": "1.0.5",
"transport": "stdio",
"identifier": "sentor-mcp",
"registryType": "pypi",
"environmentVariables": [
{
"name": "SENTOR_API_KEY",
"description": "Your Sentor API key. Get one free at https://dashboard.sentor.app/settings?tab=api-access"
},
{
"name": "SENTOR_BASE_URL",
"description": "Sentor API base URL. Defaults to https://sentor.app/api"
}
]
}Tools
Reported by the attributed source; not independently observed by Koskamo.
Connect from your client
Each snippet configures the same source-provided package; replace placeholders before use.
Cursor
{
"mcpServers": {
"sentor-mcp": {
"command": "uvx",
"args": [
"sentor-mcp==1.0.5"
],
"env": {
"SENTOR_API_KEY": "<YOUR_SENTOR_API_KEY>",
"SENTOR_BASE_URL": "<YOUR_SENTOR_BASE_URL>"
}
}
}
}Cline
{
"mcpServers": {
"sentor-mcp": {
"command": "uvx",
"args": [
"sentor-mcp==1.0.5"
],
"env": {
"SENTOR_API_KEY": "<YOUR_SENTOR_API_KEY>",
"SENTOR_BASE_URL": "<YOUR_SENTOR_BASE_URL>"
}
}
}
}VS Code
{
"servers": {
"sentor-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"sentor-mcp==1.0.5"
],
"env": {
"SENTOR_API_KEY": "<YOUR_SENTOR_API_KEY>",
"SENTOR_BASE_URL": "<YOUR_SENTOR_BASE_URL>"
}
}
}
}Claude Desktop
{
"mcpServers": {
"sentor-mcp": {
"command": "uvx",
"args": [
"sentor-mcp==1.0.5"
],
"env": {
"SENTOR_API_KEY": "<YOUR_SENTOR_API_KEY>",
"SENTOR_BASE_URL": "<YOUR_SENTOR_BASE_URL>"
}
}
}
}Let your agent find its tools
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