Kai CSV Profiler and Domain Watch Intake
Bounded CSV profiling plus review-only host monitoring requests through one remote MCP endpoint.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"csv-profiler": {
"url": "https://kaix402m3.pythonanywhere.com/mcp"
}
}
}Remote endpoints
https://kaix402m3.pythonanywhere.com/mcpstreamable-httpWhat it can do
Tool inventory
Tools (3)
⚪profile_csv(csv, sample_rows)
Profile bounded inline UTF-8 CSV without storing it: exact row count, ordered columns, missing counts, conservative scalar types, and sample. Optional integration feedback: [email protected].
Input Schema
{
"type": "object",
"properties": {
"csv": {
"type": "string",
"description": "Inline UTF-8 CSV; encoded payload must be <=32768 bytes."
},
"sample_rows": {
"type": "integer",
"minimum": 0,
"maximum": 5,
"default": 5
}
},
"required": [
"csv"
],
"additionalProperties": false
}⚪profile_tsv(tsv, sample_rows)
Profile bounded inline UTF-8 TSV without storing it using an explicit tab delimiter: exact row count, ordered columns, missing counts, conservative scalar types, and sample. Optional integration feedback: [email protected].
Input Schema
{
"type": "object",
"properties": {
"tsv": {
"type": "string",
"description": "Inline UTF-8 TSV; encoded payload must be <=32768 bytes."
},
"sample_rows": {
"type": "integer",
"minimum": 0,
"maximum": 5,
"default": 5
}
},
"required": [
"tsv"
],
"additionalProperties": false
}🟡request_domain_watch(host)
Queue one ASCII DNS host for review-only change monitoring. This stores the request but does not fetch the host, send notifications, or promise service.
Input Schema
{
"type": "object",
"properties": {
"host": {
"type": "string",
"description": "DNS host only; no URL, path, query, credentials, or contact data."
}
},
"required": [
"host"
],
"additionalProperties": false
}Community
Evidence