Scherlok MCP
Scherlok is a zero-config data quality monitoring tool that profiles database tables to learn normal patterns and detect anomalies like volume drops, schema drift, and NULL surges without requiring YAML rules or manual threshold configuration.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
What you can do with it
- Profile database tables to establish baselines
- Detect anomalies like volume drops and schema drift
- Integrate data quality checks into CI pipelines
Source and maintenance
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
scherlok 1.0.5
{
"version": "1.0.5",
"transport": "stdio",
"identifier": "scherlok",
"registryType": "pypi",
"environmentVariables": [
{
"name": "SCHERLOK_CONNECTION",
"format": "string",
"isRequired": true,
"description": "Warehouse connection string (postgresql://, bigquery://, snowflake://, mysql://, duckdb:///path). Resolved server-side; never passed by the model."
}
]
}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": {
"scherlok-mcp": {
"command": "uvx",
"args": [
"scherlok==1.0.5"
],
"env": {
"SCHERLOK_CONNECTION": "<YOUR_SCHERLOK_CONNECTION>"
}
}
}
}Cline
{
"mcpServers": {
"scherlok-mcp": {
"command": "uvx",
"args": [
"scherlok==1.0.5"
],
"env": {
"SCHERLOK_CONNECTION": "<YOUR_SCHERLOK_CONNECTION>"
}
}
}
}VS Code
{
"servers": {
"scherlok-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"scherlok==1.0.5"
],
"env": {
"SCHERLOK_CONNECTION": "<YOUR_SCHERLOK_CONNECTION>"
}
}
}
}Claude Desktop
{
"mcpServers": {
"scherlok-mcp": {
"command": "uvx",
"args": [
"scherlok==1.0.5"
],
"env": {
"SCHERLOK_CONNECTION": "<YOUR_SCHERLOK_CONNECTION>"
}
}
}
}Let your agent find its tools
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