Kirk — Unsupervised Structural Change Detection

The Kalman filter for the non-Gaussian, non-stationary world. Unsupervised structural change.

What does this entry provide?

Kirk — Unsupervised Structural Change Detection is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 67/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding Kirk — Unsupervised Structural Change Detection to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.

Snapshot facts

Source: Official MCP Registry
Quality: 67/100
Install method: streamable-http
Repo: UlyssesModel/kirk-mcp
Repo updated: Jul 21, 2026

Install command

mcp add io.github.UlyssesModel/kirk-mcp https://kirk-mcp.kavara.ai/mcp

Install method: streamable-http

Review the upstream source before running this command.

GitHub project Homepage

Quality

Repo stars

Repo updated

Jul 21, 2026

How is this score calculated?

Weighted across six dimensions, scored 0-100.
Provenance (25): listed in an official or curated registry.
Installability (25): a runnable install command beats a declared transport, which beats a source checkout.
Maintenance (20): recency of the last push; archived entries score zero here.
Adoption (20): repository stars on a log curve.

MCP manifest

{
  "_meta": {
    "io.modelcontextprotocol.registry/official": {
      "status": "active",
      "isLatest": true,
      "updatedAt": "2026-07-21T17:24:11.417022Z",
      "publishedAt": "2026-07-21T17:24:11.417022Z",
      "statusChangedAt": "2026-07-21T17:24:11.417022Z"
    }
  },
  "server": {
    "name": "io.github.UlyssesModel/kirk-mcp",
    "title": "Kirk — Unsupervised Structural Change Detection",
    "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
    "remotes": [
      {
        "url": "https://kirk-mcp.kavara.ai/mcp",
        "type": "streamable-http",
        "headers": [
          {
            "name": "CF-Access-Client-Id",
            "isSecret": true,
            "isRequired": true,
            "description": "Cloudflare Access service token ID (contact sales@kavara.ai for provisioning; first 100 IU free per new account)"
          },
          {
            "name": "CF-Access-Client-Secret",
            "isSecret": true,
            "isRequired": true,
            "description": "Cloudflare Access service token secret (contact sales@kavara.ai for provisioning)"
          }
        ]
      }
    ],
    "version": "1.0.2",
    "repository": {
      "url": "https://github.com/UlyssesModel/kirk-mcp",
      "source": "github"
    },
    "description": "The Kalman filter for the non-Gaussian, non-stationary world. Unsupervised structural change."
  }
}

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