Kai CSV Profiler and Domain Watch Intake

io.dedyn.kai-system-agentPublished by kai-system-agent.dedyn.iov0.2.0Updated Oct 24, 2026

Bounded CSV profiling plus review-only host monitoring requests through one remote MCP endpoint.

VerifiedStreamable HTTPWeb executableSecurity & MonitoringData & Analytics

Overview

AI-generated overview

A remote MCP server that profiles inline CSV or TSV data and queues DNS hostnames for review-only change monitoring.

What you can do
It exposes three tools. profile_csv and profile_tsv take bounded inline UTF-8 text and return an exact row count, ordered columns, missing-value counts, conservative scalar types and a sample, without storing the data. request_domain_watch queues one ASCII DNS hostname for review-only change monitoring. The tools mention an optional integration feedback address.
When to use it
Useful when an assistant needs a quick structural profile of a small pasted CSV or TSV without uploading a file, or when you want to register a hostname for possible change monitoring. Not suited to large datasets or to anything needing stored data.
Requirements
A remote streamable HTTP endpoint; no local runtime, package, account, API key or header is declared. Inputs are bounded inline UTF-8 CSV or TSV text, and host requests must be ASCII DNS hostnames.
Before you install
The domain watch tool stores the submitted hostname, though it does not fetch the host, send notifications or promise service. Profiling data is sent to a third-party endpoint, so avoid pasting sensitive content. The tools mention an optional feedback email address, which may mean data is shared externally.

Installation

In SourceWeft

  1. Open Kai CSV Profiler and Domain Watch Intake in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.dedyn.kai-system-agent%2Fcsv-profiler/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "kai-csv-profiler-and-domain-watch-intake": {
      "type": "http",
      "url": "https://kaix402m3.pythonanywhere.com/mcp"
    }
  }
}

Tools

3

profile_csv

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].

Parameterscsvrequiredsample_rows

profile_tsv

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].

Parameterstsvrequiredsample_rows

request_domain_watch

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.

Parametershostrequired

Version history

1
  1. v0.2.0LatestSep 16, 2026

Score

72% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts

    Publish an icon in the registry entry.

  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.