How do I connect an AI agent to WhiteCapData-Dev?

Install the pypi package whitecapdata-dev and run it as a local MCP server.

Faceabot

Catalog › io.github.Michael-WhiteCapData/WhiteCapData-Dev

Is WhiteCapData-Dev reliable?

Not measured yet WhiteCapData-Dev runs locally (installed package), so Faceabot cannot measure it over the network.

En français : Pas encore mesuré. Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

Operate a k3s / Kubernetes cluster from your AI agent — safe-by-default MCP server.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 0.1.2 · publisher website

Connect your agent

{
  "mcpServers": {
    "WhiteCapData-Dev": {
      "command": "uvx",
      "args": [
        "whitecapdata-dev"
      ]
    }
  }
}

Or ask Faceabot first: MCP tool check_reliability {"id":"io.github.Michael-WhiteCapData/WhiteCapData-Dev"} on https://faceabot.com/api/mcp.

Does it actually do the job?

— Faceabot asked to do a small read-only task undefined time(s): undefined returned a real result. Last result: .

Sample input: {}. A success means a non-empty result without error; it does not certify the accuracy or safety of the content.

Faceabot measurements

No measurement yet.

Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

More from the same publisher

ollama-handoff Not measured yet

Offload cheap work from your AI agent to a local Ollama model, at zero cloud cost.

Package pypi : ollama-handoff · website · measurements and details

tablebridge-mcp Not measured yet

Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, read-only.

Package pypi : tablebridge · website · measurements and details

Publisher of WhiteCapData-Dev?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/io.github.Michael-WhiteCapData/WhiteCapData-Dev.svg)](https://faceabot.com/tools/io.github.Michael-WhiteCapData/WhiteCapData-Dev)

Data in JSON: /api/catalog?id=io.github.Michael-WhiteCapData/WhiteCapData-Dev · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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